• Uatp IP LLC v. Slick Slide LLCSome claims unpatentable
  PTAB · Oct 2, 2026 · PGR2024-00054 · APJ Brian D Range · PGR · Final written decision

  Claims 22–26 are unpatentable based on obviousness; claims 1–17, 27, and 28 were not shown unpatentable. Patent Owner’s motion to terminate was denied.

  RulingsFinal written decision

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed board ownDecided for patent owner

    “1. Mesh Layer Petitioner contends “no formal claim construction is necessary in this” slip op. at 13

  • Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Not shown unpatentableNot shown unpatentable

    “5. Analysis On this complete record, we determine that Petitioner’s arguments do” slip op. at 31

  • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable

    “form of nylon and some form of Teflon (and possible combinations thereof) having the specific coefficient of friction range given in limitation [1c] breaks down, because the building blocks of the obviousness argument are not sufficiently identified in Phillips alone, nor in the supporting testimony. Accordingly, we determine that Petitioner’s arguments and evidence fail to show that Phillips renders the challenged claims obvious. 6. Conclusion Based on the foregoing, we determine that Petitioner has not established by a preponderance of the evidence that claims 1–4, 6, and 7 would have been anticipated by or obvious in view of Phillips.” slip op. at 33

  • Obviousness (§103) › Objective indicia / secondary considerations › NexusObjective indicia no nexusDecided for petitioner

    “2. Products and Nexus We first consider the issue of whether certain evidence relied upon by” slip op. at 20

  Patent outcomesUS 11,998,854 mixed
  Claim construction§ 102 anticipation§ 103 obviousness§ 112 disclosurecites Phillips · Graham · Nautilus
  Patents in suitUS 11,998,854
• Digital Global Systems, Inc. v. Deepsig, Inc.Some claims unpatentable
  PTAB · Mar 6, 2026 · IPR2024-01358 · APJ William V Saindon · IPR · Final written decision

  Claims 1–3, 7–11, 15–19, 23, and 24 are unpatentable as obvious; claims 4–6, 12–14, and 20–22 were not shown unpatentable because the prior art did not teach the claimed received-signal feedback and transmitter-model update.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Petitioner asserts that: Persons of ordinary skill in the art (“POSITA”) would have a bachelor’s degree in electrical engineering, computer engineering, or an equivalent degree and at least two years of experience working with of radio communication systems and machine learning. Additional work or research experience can substitute for less or different education, and vice-versa. Pet. 3–4 (citing Ex. 1003 ¶¶ 33–34). Patent Owner does not appear to challenge this level of skill. We use Petitioner’s definition for purposes of this Decision because it appears consistent with the level of skill reflected in the prior art and ’704 patent.” slip op. at 7

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for petitioner

    “parameters “associated with the base station.” PO Resp. 31–32. In particular, Patent Owner argues that a transmitter “implemented in a base station” is not “associated with the base station.” Id. at 31. Petitioner argues that Patent Owner offers no reason to believe that a transmitter “implemented in a base station” is not “associated with the base station.” Pet. Reply 4–5; see also id. at 3–6 (entire argument). A plain reading of a “model associated with a base station” would encompass a model that operates in a base station. We do not see anything in the ’704 specification that would indicate “associated with” has any special meaning, or has a meaning contrary to our understanding of the plain meaning. We do not see the word “associated” outside the claims, whereas we see the word “implement” throughout the specification, generally in reference to an actual use of a model (consistent with our plain reading). See, e.g., Ex. 1001, 5:35–39, 6:3–17, 10:55–11:3 (discussing “implementations” where the model or some other feature of the system is used in a particular way). Accordingly, we construe a model “implemented in a base station” to be “associated with the base station.”” slip op. at 12

  • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableUnpatentable

    “scenarios” (see PO Resp. 16–21), Patent Owner argues that “Jüschke does not disclose any association of the weight or bias parameters, . . . to any deployment scenario, and . . . base station” (id. at 19). For the reasons explained in our claim construction section above, we construe “deployment scenarios” to include “inline mode” models located within a base station, according to the list of deployment scenarios set out in the ’704 patent. See Ex. 1001, 2:38–65. The in-line deployment scenario depicted in Figure 6A of the ’704 patent bears a striking resemblance to the arrangement depicted in Figure 1 of Jüschke. In both figures, the analog radio signal is fed directly into the model and then the model directly outputs the signal to the amplifier. Compare Ex. 1001, Fig. 6A, with Ex. 1005, Fig. 1. As construed, the “deployment scenarios” represent the physical configurations of the device in which the model is found, such as “in-line.” Petitioner shows by a preponderance of the evidence that Jüschke’s similar in-line configuration is a “deployment scenario” as claimed because it teaches an inline model for a cellular system transmitter (i.e., base station). Pet. 26–29 (citing, e.g., Ex. 1005, Fig. 1, ¶¶ 6, 59; Ex. 1003 ¶¶ 146–147); see also Ex. 1001, 2:37–41 (stating that “[t]he particular deployment scenario[] may be . . . sending a radio transmission from a cellular base station that includes the . . . model . . . in an inline mode”).” slip op. at 26

  • BurdenNot shown unpatentable

    “Based on our claim construction analysis of claim 4, above, we agree with Patent Owner that claim 4 requires an actually transmitted signal and an update of the transmitter’s model. This claim construction eliminates Petitioner’s position regarding Holt teaching a modeled signal. See, e.g., Pet. Reply 17–23. We then turn to Petitioner’s argument that Holt teaches updating a model using an actually transmitted signal. See Pet. 59–60. There, Petitioner relies on a disclosure in Holt of an “actual communication channel 302 used to train the channel model 208.” Ex. 1006, 18:1–2. This is depicted in Figure 6 of Holt, in connection with a “fourth loss function” which is used to “train the decoder model.” Id. at 18:42–48; see generally id. at 17:58–18:51 (describing Figure 6). Whether training the channel model or the decoder model, Holt here does not disclose using the actual communication channel to train the encoder, i.e., transmitter. In sum, we find that Petitioner has not shown by a preponderance of the evidence that the prior art describes the claimed step of “obtaining a received radio signal,” and even if it did, Petitioner has not shown by a preponderance of the evidence that the prior art describes the claimed step of “updating the value of the model parameters” in the manner required by claim 4. Claims 12 and 20 are nearly identical to claim 4, and Petitioner’s ground fails for similar reasons. See Pet. 76. Claims 5, 6, 13, 14, 21 and 22 depend from claims 4, 12, and 20, and Petitioner’s ground fails for similar reasons as those claims. See id. at 77–80.” slip op. at 31

  Patent outcomesUS 11,018,704 mixed
  Claim construction§ 103 obviousness
  Patents in suitUS 11,018,704
• Arashi Vision (U.S.) LLC (D/B/A Insta360) v. Gopro, Inc.Some claims unpatentable
  PTAB · Dec 2, 2025 · IPR2024-01052 · APJ Brian D Range · IPR · Final written decision

  Claims 1, 2, 7–12, and 17–20 are unpatentable as obvious; claims 3–6 and 13–16 were not shown unpatentable because the asserted Watanabe combinations were unsupported.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “cameras.” Pet. 6 (citing Ex. 1002 ¶¶ 36–38). Petitioner further contends “[a]n advanced graduate degree in the disciplines cited above may make up for the work experience indicated above.” Id. Patent Owner does not dispute and applies Petitioner’s proposed level of skill. PO Resp. 6. We find that Petitioner’s proposal is reasonable and consistent with the ’832 patent specification and the prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art may reflect an appropriate level of skill in the art). Thus, we apply Petitioner’s proposal in our analysis.” slip op. at 13

  • Prior constructionPrior construction adoptedDecided for petitioner

    “In our Institution Decision, we construed “determin[ing] a viewing window for the visual content as a function of progress through the progress length” as “requiring determining a viewing window for different times of the video.” Inst. Dec. 21. Neither party disputes this construction. PO Resp. 7; Pet. Reply 1–7. We maintain this same construction.” slip op. at 13

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner

    “Thomason are in the same field of endeavor. Thomason describes a camera and method for correctly orientating pictures from the camera. See, e.g., Ex. 1004 ¶¶ 1, 2 29–40, Figs. 3a–3b. In particular, Thomason is interested in rotating and cropping images to reduce the effect of poor orientation. Pet. 9 (citing Ex. 1004 ¶¶ 2, 34, 36). Pacurariu likewise describes aligning and resizing/cropping of a captured image to correct poor orientation. See, e.g., Ex. 1005 ¶¶ 1, 3, 45–56, Figs. 5A–5C. The preponderance of the evidence also supports that a person having ordinary skill in the art would have had reason to combine the Pacurariu’s teachings with Thomason to predictably improve Thomason. Thomason teaches correct rotation of video data and makes use of rotation sensor to correct rotated images. Pet. 19–21 (citing, e.g., Ex. 1004 ¶¶ 4, 27, 29, 35; Ex. 1002 ¶¶ 76–77). Pacurariu similarly uses sensors and measures tilt angle of the camera. Id at 21–22 (citing, e.g., Ex. 1005 ¶¶ 51–52, Fig. 6; Ex. 1002 ¶ 78). Pacurariu further teaches that its tilt data angle can be stored for each “video frame.” Id. at 22 (citing Ex. 1005 ¶ 52). Petitioner, with support from credible testimony of Dr. Katsaggelos, explains how the teachings of Thomason and Pacurariu could be successfully combined. Id. at 23 (citing, for example, Ex. 1002 ¶ 81). A person of ordinary skill in the art could have known that Thomason’s system could be improved by saving rotation data for each video frame and correcting images on a frame-by-frame basis. Id. at 23–24. The testimony of Dr. Katsaggelos is credible in this regard. Ex. 1002 ¶¶ 80–81. Petitioner and Dr. Katsaggelos explain the references’ teachings and, based on these teachings, assert that a person having skill in the art would have had reason to combine with reasonable expectation of success based on those teachings. Reason to combine may properly come from the references themselves. KSR Int’l Co., 550 U.S. at 418 (explaining reason to combine may come from “interrelated teachings of multiple patents”). Based on the evidence presented, Petitioner establishes by a preponderance of the evidence that a person having ordinary skill in the art would have had reason to combine the teachings of Thomason and Pacurariu with a reasonable expectation of success. Ex. 1002 ¶¶ 76–81, 89–92; Ex. 1004 ¶¶ 4, 8–9, 27, 29, 35; Ex. 1005 ¶¶ 26, 41, 46, 51–52, 55–57, Figs. 6, 7.” slip op. at 27

  • Obviousness (§103) › Objective indicia / secondary considerations › NexusObjective indicia no nexusDecided for patent owner

    “evaluating nexus between the claimed invention and objective evidence of nonobviousness, also referred to as secondary considerations. Lectrosonics, Inc. v. Zaxcom, Inc., IPR2018-01129, Paper 33 at 33 (PTAB Jan. 24, 2020) (precedential). We first consider whether Patent Owner has demonstrated “that its products are coextensive (or nearly coextensive) with the challenged claims,” resulting in a rebuttable presumption of nexus. Id. at 33. If not, that “does not end the inquiry into secondary considerations”; “the patent owner is still afforded an opportunity to prove nexus by showing that the evidence of secondary considerations is the ‘direct result of the unique characteristics of the claimed invention.’” Id. (quoting Fox Factory, 944 F.3d at 1373–75).” slip op. at 62

  Patent outcomesUS 11,336,832 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 11,336,832
• Arashi Vision (U.S.) LLC (D/B/A Insta360) v. Gopro, Inc.Some claims unpatentable
  PTAB · Nov 26, 2025 · IPR2024-00984 · APJ Nabeel U Khan · IPR · Final written decision

  Claims 6 and 7 are unpatentable as obvious over Meulen and Chao; claim 1 was not shown unpatentable because Meulen does not disclose transforming an image captured by its camera.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Petitioner argues that a person of ordinary skill in the art in the relevant field “would have a bachelor’s degree in engineering or computer science, or equivalent field, and two years of experience working on image or video processing, or digital cameras,” or alternatively “would have four years of experience working on image or video processing, or digital cameras.” Pet. 6. Petitioner further argues that an “advanced graduate degree” may “make up for the work experience.” Id. (citing Ex. 1002 ¶¶ 33–34). “Patent Owner applies Petitioner’s proposed level of skill.” PO Resp. 4–5 (citing Ex. 2027 ¶¶ 19–20). We adopt Petitioner’s proposed level of ordinary skill because it is consistent with the level of skill in the art at the time of the invention as reflected by the ’413 patent and the cited prior art.” slip op. at 9

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner

    “From the outset we note that the words of the claim recite “non- uniformly shift[ing] the pixels” and do not recite a “non-linear” transformation. This favors Petitioner’s position, which is based directly off the definition of “non-uniform,” over Patent Owner’s position, which substitutes “non-linear” for “non-uniform.” Generally, then, we would determine the ordinary and customary meaning of the claim term in the context of the entire Specification. Here, however, the ʼ413 patent does not mention “uniform” or “non-uniform” shifting of pixels anywhere except in the claims. The Specification, therefore, provides limited guidance, by itself, as to the ordinary and customary meaning of the term. Nonetheless, even reviewing the portions of the Specification cited by the parties, we see no clear or unambiguous effort to limit the challenged claims to require only non-linear transformations in which the pixels to which a transformation is applied do not have the same amount of shift. is not non-linear. Pet. Reply 1. Specifically, Petitioner argues that the center circle of Figure 2B maintains the original circular shape after the transformation is applied to the image which contradicts Patent Owner’s argument that no two pixels will have the same amount of shift. Pet. Reply 1–2. We agree. In Figure 2B of the ʼ413 patent, the center of the image is chosen to be the region of interest. Ex. 1001, 4:19–21. After the input image goes through linear scaling (step 204) and then non-linear warping (step 206) the circles become more vertically compressed as they approach the top and bottom edges and more horizontally stretched as they approach the left and right edges. Id. at 4:22–30. But “the center circle is fully corrected so that it maintains the original circular shape of the corresponding circle in the input image 212.” Id. at 4:23–25. This means that at least some pixels, such as those of the center circle, undergo the same amount of shift after being transformed.” slip op. at 11

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

    “readable instructions” of claims 1 and 2 must occur in a particular order. Specifically, Patent Owner argues that the step of “determine a portion within the input image” must occur after “obtain[ing] an image” and before “apply[ing] a transformation to the input image.” PO Resp. 17 (citing Ex. 2027 ¶ 59). Petitioner argues, on the other hand, that the specification does not require such an order and, in fact, describes an embodiment where such an order is not followed. Pet. 3. We determine that the “determine a portion within the input image” step does not need to occur after the “obtain an image” step and before the “apply a transformation to the input image” step. As Patent Owner itself points out, claims 1 and 2 are apparatus and system claims respectively, and an ordering of the limitations of such claims is not necessary. PO Resp. 17. Even if we were to treat the apparatus and system claims as reciting the steps of a method, “as a general rule the claim is not limited to performance of the steps in the order recited, unless the claim explicitly or implicitly requires a specific order.” Baldwin Graphic Systems, Inc. v. Siebert, Inc., 512 F.3d 1338, 1345 (Fed. Cir. 2008) (citing Interactive Gift Express, Inc. v. Compuserve Inc., 256 F.3d 1323, 1342–43 (Fed. Cir. 2001)). We see nothing in the claims that would cause us to break this general rule. Patent Owner argues that the claims imply a “specific order because the ‘determine a portion’ requirement operates on ‘the [obtained] input image’ and defines the ‘portion’ that is necessary for the 23; Ex. 2027 ¶ 59). Although the steps are recited in a specific order in the claim, as they necessarily must be, the claim does not expressly specify that the certain steps must occur before or after other instructions, nor does logic imply such a requirement. For example, if certain characteristics of the image are known before the image is obtained (e.g. the size, dimensions, resolution, aspect ratio, or content etc.) the determination of the portion of the image could be made before the image is obtained. These characteristics may be based on the specific device taking the image or the subject matter of the image, both of which may be known before the image is captured or obtained. It is, therefore, not necessary that the image be obtained in order for a portion of the image to be determined. Similarly, we do not find the written description to expressly or implicitly specify an order the claimed step of “determine a portion of the input image.” For example, the written description of the ʼ413 patent states that in Figure 2B “the center of the image is chosen to be the region of interest that is most fully corrected and the distortion increases in each direction as the frame boundary is approached.” Ex. 1001, 4:19–22. Patent Owner emphasizes that this disclosure implies that an input image is obtained before the center portion is chosen. PO Resp. 19 (citing Ex. 1001, 3:63–64, 4:19–22). But the description of this embodiment does not expressly recite an order. For example, the description of Figure 2A explains that “an input image is obtained” in step 202, “the image is then scaled” in step 204, and a “non-linear warping is then applied” in step 206. Ex. 1001, 3:63–4:3. This description does not mention “determin[ing] of a portion of the image” as a separate step or as part of the listed steps, and therefore, does not specify an order in which this step must occur. is configured so that some areas of the image are fully corrected geometrically, while some other areas are distorted. . . . [T]he center of the image is chosen to be the region of interest that is most fully corrected and the distortion increases in each direction.” Id. at 4:17–19. This excerpt from the ʼ413 patent, which the Patent Owner specifically relies on (PO Resp. 19), also does not specify an order in which the determination step (choosing of the region of interest) takes place. Moreover, because the ʼ413 patent states that the warp module is configured so that some areas are fully corrected while others are not, the determination step could take place at the time the warp module was configured, presumably before the image was obtained. Finally, the ʼ413 patent states that “in the case, of video, the area may dynamically change between images (e.g. to follow a moving object).” Ex. 1001, 4:34–36. Patent Owner argues that this description “requires first obtaining the image in order to locate the object that is being followed.” PO Resp. 19–20. This embodiment is related to the case of video or a moving object, which the challenged claims do not mention. We, therefore, decline to limit the scope of the claim based on this embodiment. Phillips v. AWH Corp., 415 F.3d 1303, 1323 (Fed. Cir. 2005) (en banc) (“[A]lthough the specification often describes very specific embodiments of the invention, we have repeatedly warned against confining the claims to those embodiments.”).” slip op. at 14

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundDecided for petitioner

    “Having reviewed the parties’ arguments and cited evidence we determine Petitioner has established, by a preponderance of the evidence, that a POSITA would have been motivated to combine Meulen and Chao. For example, Petitioner argues that “[i]t would have been obvious that when performing image scaling, pixels from the input to output positions are shifted based on a scaling factor.” Pet. 91. Meulen teaches scaling but does not provide the details regarding scaling. E.g., Ex. 1007, 1:55–56, 4:37–49. We agree that in light of Meulen’s disclosure of scaling, a POSITA would have looked to other references, such as Chao, for further details on how to perform scaling. Dr. Katsaggelos provides credible support, testifying that “Meulen mentions ‘compression and/or scaling,’ and provides details on how to perform compression. But Meulen does not disclose the details of how to perform scaling. A POSITA when faced with Meulen and having the knowledge about scaling would have been motivated to turn to a prior art reference that discloses the details of scaling.” Ex. 1002 ¶ 262. Patent Owner argues that Petitioner provides no motivation to combine other than asserting that it involves combining prior art elements. PO Resp. 35 (quoting Pet. 92). As explained above, however, Petitioner does more than just assert that the motivation involves combining prior art elements. Instead, Petitioner explains that Meulen discusses both compression and scaling, and provides details regarding compression but does not provide details on how to scale. Pet. 91–92; Ex. 1002 ¶¶ 262–262. Thus, Meulen teaches that scaling was a known technique. See Hybritech, (“a patent need not teach, and preferably omits, what is well known in the art”). Dr. Katsaggelos testifies that, in this situation, a POSITA would have looked to Chao for details regarding scaling. Ex. 1002 ¶¶ 262–263. We determine this establishes, by a preponderance of the evidence, that a POSITA would have had reason to combine Meulen’s teachings with Chao. Patent Owner draws a distinction between Meulen and Chao, arguing that “Meulen is concerned with modifying content from a media source to be displayed on a device’s screen while Chao, by contrast, is directed to changing the aspect ratio of a document intended for printing.” Id. at 36 (citing Ex. 2027 ¶¶ 89–90). Patent Owner’s argument is contradicted, however, by Chao’s disclosure which states that “after all the background and foreground elements in the image have been resized . . . [t]he image may be output by displaying the image on or as part of: a display screen such as a computer monitor, camera screen, printer screen, printed page, projected image, or the like.” Ex. 1008 ¶ 32. Patent Owner argues that Meulen’s system avoids distortion near the middle where the user’s focus is more likely to be, while Chao, on the other hand, is directed to avoiding distortion of stylized borders on differently sized pages. PO Resp. 36–37 (citing Ex. 1006, 1:26–29; Ex. 1008 ¶¶ 1, 25; Ex. 2027 ¶¶ 91–92). This argument reads the prior art too narrowly and does not address Petitioner’s combination. Petitioner does not rely on Chao for its teaching of avoiding distortion near the borders of the image, but rather on its teaching of scaling the image while maintaining the design intent of the original image. Ex. 1008 ¶ 22; Ex. 1014 ¶ 67. Thus, Petitioner is applying Chao’s techniques of scaling (regardless of where the area of 92. Finally, Patent Owner argues that Chao’s approach of stretching/shrinking only the background and uniformly scaling entire foreground objects is suitable for graphic design but incompatible with Meulen which is concerned with adapting externally derived media source content for display on a fixed size screen. PO Resp. 37–38 (citing Ex. 2027 ¶ 93). We disagree with Patent Owner’s argument because it does not address Petitioner’s combination. Petitioner relies on Chao’s teaching of stretching/shrinking of background elements and applies that stretching/shrinking to Meulen’s images displayed on its screen. Pet. 91–92 (citing Ex. 1008 ¶¶ 28, 63; Ex. 1002 ¶ 263). The fact that Chao applies its teaching to graphic design does not prevent a POSITA from applying those teachings to Meulen’s media content displayed on its screen.” slip op. at 20

  Patent outcomesUS 10,015,413 mixed
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 10,015,413
• Recor Medical, Inc. / Otsuka Medical Devices Co., Ltd. v. Medtronic Ireland Manufacturing Unlimited Co.Some claims unpatentable
  PTAB · Nov 3, 2025 · IPR2022-00431 · APJ Eric C Jeschke · IPR · Remand

  On remand, claims 1–3 and 8–12 are unpatentable over the instituted grounds; claim 4 was not shown unpatentable.

  RulingsRemand decision

  • RemandOther

    “Federal Circuit (Paper 33), which vacated the original Final Written Decision and remanded the proceeding to the Board. See ReCor Med., Inc. v. Medtronic Ir. Mfg. Unlimited Co., No. 2023-2251, 2025 WL 944511 (Fed. Cir. Mar. 27, 2025) (“the Appeal Decision” or “Appeal Dec.”); see also Paper 41 (copy of the Appeal Decision). The Federal Circuit’s mandate issued on May 5, 2025. See Paper 40. We have jurisdiction under 35 U.S.C. § 6, and we issue this Final Written Decision on Remand under 35 U.S.C. § 318(a) and 37 C.F.R. § 42.73. For the reasons below, on the complete record, we conclude that Petitioner has proven, by a preponderance of the evidence, the unpatentability of claims 1–3 and 8–12 of the challenged patent, and we conclude that Petitioner has not proven, by a preponderance of the evidence, the unpatentability of claim 4.” slip op. at 2

  • Obviousness (§103) › Objective indicia / secondary considerationsObjective indicia outweighedNot shown unpatentable

    “and Petitioner’s rebuttal evidence. Objective evidence of nonobviousness, when present, must be considered as part of an obviousness inquiry. Transocean Offshore Deepwater Drilling, Inc. v. Maersk Drilling USA, Inc., 699 F.3d 1340, 1349 (Fed. Cir. 2012). Notwithstanding what the teachings of the prior art would have suggested to one of ordinary skill in the art, the totality of the evidence submitted, including objective evidence of nonobviousness, may lead to a conclusion that one or more of the challenged claims would not have been obvious to one of ordinary skill in the art. In re Piasecki, 745 F.2d 1468, 1471–72 (Fed. Cir. 1984).” slip op. at 50

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successUnpatentableNot shown unpatentableMixed

    “1. Claims 1–3 and 8–11 Because the obviousness ground based on Levin and Acker is dispositive as to challenged claims 1–3 and 8–11, we need not reach this additional ground as to those claims. See SAS Inst. Inc. v. Iancu, 584 U.S. 357, 371 (2018) (holding that a petitioner “is entitled to a final written decision addressing all of the claims it has challenged”); Boston Sci. Scimed, analysis in the appeal to the Federal Circuit. See Appeal Dec. *1–*2 (summarizing grounds at issue on appeal and not discussing anticipation based on Acker). Inc. v. Cook Grp. Inc., 809 F. App’x 984, 990 (Fed. Cir. 2020) (nonprecedential) (stating that the “Board need not address issues that are not necessary to the resolution of the proceeding,” such as “alternative arguments with respect to claims [the Board] found unpatentable on other grounds”); SK Hynix Inc. v. Netlist, Inc., IPR2017-00692, Paper 25 at 40 (PTAB July 5, 2018) (determining all challenged claims to be unpatentable and not addressing additional grounds). 2. Dependent Claim 4 As to dependent claim 4, in the context of this ground, Petitioner relies on Acker as to the additional limitations in claim 4 in the same manner as relied on in the context of the ground based on Levin and Acker. See Pet. 73 (“The combination teaches this element for the same reasons described in [the obviousness ground based on Levin and Acker], claim 4, with the exception that [one of ordinary skill in the art] would have been motivated based on his or her knowledge of prior renal denervation work, as noted above.”). Thus, for the same reasons discussed above (see § II.C.3.c), we determine, based on the complete record, that Petitioner has not demonstrated by a preponderance of the evidence that claim 4 would have been obvious based on Acker and the knowledge of one of ordinary skill in the art. G. Asserted Obviousness of Claim 12 Based on Acker, the Knowledge of a Person of Ordinary Skill in the Art, and Yock Petitioner asserts that claim 12, which depends from independent claim 1, would have been obvious based on Acker, the knowledge of one of ordinary skill in the art, and Yock. Pet. 12, 75; Pet. Reply 35–36. Patent Owner provides arguments addressing this ground. PO Resp. 57–60; PO” slip op. at 75

  • Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable

    “1. Independent Claim 1 Petitioner contends that Acker discloses each limitation of claim 1. Pet. 61–63; Pet. Reply 35. In the “Overview of the Ground” section, Petitioner references its proposed construction of the phrase “configured to” and states that “it is proper to consider whether the prior art is ‘capable of’ performing the recited functions, as opposed to requiring that a designer of a prior art device have actually conceived of the recited functional language.” Pet. 61. Petitioner continues: “If the PTAB agrees that this is the proper approach to claim construction, then Acker also anticipates the claims challenged in this ground.” Id. For the reasons below, we determine, based on the complete record, that Petitioner has not demonstrated by a preponderance of the evidence that claim 1 is anticipated by Acker. As to element 1d, which includes the phrase “configured to,”16 Petitioner states that Acker is capable of being used to target renal neural fibers outside of the blood vessel to thermally induce modulation of target neural fibers while protecting non-target tissue in the blood vessel wall from thermal injury for the reasons discussed under claim 1, limitation [1d] and in the section entitled “Reasonable Expectation of Success”, beginning on page 37 [of the Petition]. Pet. 62–63 (citing Daft Pet. Decl. ¶ 179) (first bracketed text added by Petitioner). Patent Owner argues that, in the context of this asserted ground based” slip op. at 71

  Patent outcomesUS 8,845,629 mixed
  § 102 anticipation§ 103 obviousnesscites Phillips · KSR
  Patents in suitUS 8,845,629
• Apple Inc. v. Resonant Systems, Inc.Some claims unpatentable
  PTAB · Oct 9, 2025 · IPR2024-00806 · APJ Norman H Beamer · IPR · Final written decision

  Claims 1–8, 15–17, and 20 are unpatentable under § 103; claims 14 and 19 were not shown unpatentable because the proposed paramagnetic flux paths in Wakuda lacked adequate support.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Petitioner’s expert declarant contends that person of ordinary skill in the art (POSITA) would have had a degree in mechanical engineering, electrical engineering, physics, or a related technical field, and at least 2–3 years of experience related to the design or development of systems incorporating linear actuators; additional years of experience could substitute for the advanced-level degree. Ex. 1003 ¶ 33. Patent Owner offers “a similar level of ordinary skill in the art.” PO Resp. 3. Based on a review of the record, we adopt Petitioner’s proposed level of ordinary skill in the art because it is consistent with the evidence of record, including the asserted prior art and ’830 patent specification.” slip op. at 11

  • Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)§112(f) appliesDecided for petitioner

    “The parties agree that independent claims 1, 19, and 20 include means plus function limitations under 35 U.S.C. § 112 ¶ 6.8 Pet. 3–7; PO Resp. 6–14. An element in a claim for a combination may be expressed as a means . . . for performing a specified function without the recital of structure, material, or acts in support thereof, and such claim shall be construed to cover the corresponding structure, material, or acts described in the specification and equivalents thereof. 35 U.S.C. § 112 ¶ 6. In particular, the parties agree that the “driving component” and “control component” requirements of independent claims 1, 19, and 20 are means plus function limitations. Pet. 3–7; PO Resp. 6–14. Construing a means plus function limitation under 35 U.S.C. § 112 ¶ 6 involves two steps: 1) identifying the claimed function and 2) identifying in the specification the corresponding structure that performs the claimed function. Med. Instrumentation & Diagnostics Corp. v. Elekta AB, 344 F.3d 1205, 1210 (Fed. Cir. 2003); Cardiac Pacemakers, Inc. v. St. Jude Med., Inc., 296 F.3d 1106, 1119 (Fed. Cir. 2002).” slip op. at 12

  • Claim Construction › Functional claiming / §112(f) means-plus-function › Corresponding structure / algorithm (indefinite if none)Term construed board ownDecided for petitioner

    “Therefore, the specification clearly links the function of “control[ing] supply of power from the power supply to . . . cause the moveable component to oscillate at a frequency . . . specified by one or more stored values” at least to portions of steps 706 and 708 of the flow diagram algorithm of Figure 7A, as described above. Thus, the control component requires a microprocessor and memory with algorithmic structure including a timing algorithm or similar coding for creating a control output signal that flips to control the direction of current flow through a coil (e.g., coil 514, Fig. 5, coil 626, Fig. 6), where the coil is structure that corresponds to the recited “driving component,” as noted above.11 We adopt the District Court’s conclusion in the Apple litigation that the “control component” structure itself does not require an H-bridge switch, but only requires that the processor generates the “d” inputs to the switch; and further that the structure does not require does not require computing initial default values as specified in step 702 of Figure 7A (i.e., values not specified by a user). Ex. 3001, 30–33, 35. This is in accord with settled law 11 “Rather than using a formal timer mechanism, certain implementations may simply employ counted loops or other simple programming techniques for periodically carrying out tasks.” Ex. 1001, 7:17–20. that limits the structure to that necessary to perform the claimed function. 12 By the same token, we modify the District Court’s construction to the extent it would require, based on such steps as 706, 710, and 716, a specific order of the steps of generating the “p” and “d” values. The claims only require the control component to control the power supply to cause oscillation at a specified frequency and amplitude, but do not require the frequency value to be generated before the amplitude value, or vice versa.” slip op. at 18

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundDecided for petitioner

    “to include the ability disclosed in Ramsay to allow a user to customize and store parameters associated with haptic effects, such as creating “haptic track files” that specify variations in the amplitude and frequency of the effect over time to achieve a desired effect. Pet. 46–47 (citing Ex. 1006 ¶¶ 15, 25– 28, 37; Ex. 1003 ¶¶ 192–193). Petitioner argues that this combination would have been motivated by the desire to expand the functionalities of haptic devices to allow end users to create and customize haptic effects, to provide a fuller haptic experience, and to be able to store haptic effects to save processing power compared to real-time generated effects. Id. at 47–49 (citing Ex. 1006 ¶¶ 14–15, 30, 47, 53–57; Ex. 1003 ¶¶ 194–196). Petitioner argues that this making combination would have had a reasonable expectation of success given that both references deal with linear actuators, both disclose storing frequency and amplitude values, and the combination involves routine knowledge of software techniques. Id. at 49–50 (citing Ex. 1004, 2:3–9; Ex. 1006 ¶¶ 17, 26–28; Ex. 1003 ¶¶ 197–198). Petitioner further argues that it would have been obvious to use the H-bridge switch of Rossi as part of the Gregorio actuator drive circuit 16 in the asserted Gregorio-Ramsay combination to periodically switch the polarity of drive signals to electric coil 28 of Gregorio, and thus oscillate magnet 27, under the control of a signal from processor 12 of Gregorio. Pet. 56 (citing Ex. 1003 ¶ 211). Petitioner argues that this combination would have been motivated because Gregorio does not disclose implementation details and therefore one of ordinary skill would have looked toward teachings like Rossi to fill in those details, and that an H-bridge switch was a well-known example circuit for implementing a change in “current flow direction/polarity” for “push” and “pull” actions in a system, and was a simple, cost-effective, and reliable circuit design. Id. at 56–58 (citing Ex. 1020, Abstr., Figs. 4, 6, 1:65–3:54; Ex. 1003 ¶¶ 212–217). Petitioner argues that making this combination would have had a reasonable expectation of success given that it involved known techniques through routine circuit design considerations and software instructions for generating the control signal. Id. at 58 (citing Ex. 1003 ¶ 218). Petitioner further argues that it would have been obvious to modify the Gregorio-Ramsay-Rossi combination, using the control algorithm disclosed in Aldrich, to replace the monitoring technique of Gregorio with that of Aldrich to maintain a resonance frequency by incrementing or decrementing the drive frequency. Pet. 58–59 (citing Ex. 1004, 4:22–28, 4:42–48; Ex. 1021, 2; Ex. 1003 ¶ 219). Petitioner’s expert provides implementation details of Aldrich, including that the Aldrich hill-climb technique would use a Boolean value to indicate whether the frequency was being increased, with local variables set to default values, and use integer values when processing sensor signals. Id. at 59–60 (citing Ex. 1021, 2; Ex. 1003 ¶¶ 220–222). Petitioner argues that these modifications would have been motivated to improve the Gregorio system using the Aldrich feedback algorithm for targeting a resonant frequency, given that the Gregorio approach had shortcomings that required a monitoring period with reduced haptic feedback, receiving weak EMF signals. Id. at 61–62 (citing Ex. 2004, 3:65–5:55, 5:63–65; Ex. 1021, 1–3; Ex. 1003 ¶¶ 223–227). Petitioner argues that making this combination would have had a reasonable expectation of success given that it involved known techniques for improvement to yield predictable results, readily implemented via software executed by the microprocessor. Id. at 62–63 (citing Ex. 2004, 2:44–50; Ex. 1021, 2; Ex. 1003 ¶ 229). Patent Owner does not address Petitioner’s arguments regarding the” slip op. at 27

  Patent outcomesUS 9,941,830 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 9,941,830
• Hanshow America Inc. / Hanshow Technology Co., Ltd. v. Ses-Imagotag GmbHSome claims unpatentable
  PTAB · May 14, 2025 · IPR2024-00188 · APJ Terrence W Mcmillin · IPR · Final written decision

  Claims 1–10 and 12–15 are unpatentable as obvious over either asserted combination; claim 11 was not shown unpatentable under either ground.

  RulingsFinal written decision

  • Skill levelSkill level board ownDecided for petitioner

    “The only significant difference between the positions of Petitioner and Patent Owner is that Patent Owner would require that a skilled artisan have coursework or training or work experience in multimedia systems in addition to the other requirements. Otherwise, the positions of the parties are similar. Based upon this record and the qualifications on which the parties and their experts agree, we determine that a person of ordinary skill in the art to which the ’669 patent relates would have at least a Master of Science Degree (or higher degree) in an academic area emphasizing electrical engineering, computer engineering, or a similar technical Master’s Degree; or alternatively, a Bachelor’s Degree (or higher degree) in an academic area emphasizing electrical engineering, computer engineering, or an equivalent field with two or more years of work experience in a relevant field or relevant industry experience. However, our decision on obviousness is supported by either of the definitions offered by the parties.” slip op. at 10

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededPlain and ordinary meaningOther

    “Accordingly, we determine that no claim terms require express construction. See, e.g., Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms . . . 4 Neither party argues lexicography or disavowal applies to any claim term. See generally Pet.; see generally PO Resp. that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))). We apply the plain and ordinary meaning to all the claim terms. To the extent it is necessary to address the meaning of any claim term in order to make a final determination whether or not any challenged claim is unpatentable based on the arguments and evidence presented, we address the meaning as part of our unpatentability analysis.” slip op. at 11

  • Claim Construction › Intrinsic evidence (Phillips canons) › Preamble limiting or notPreamble not limitingDecided for petitioner

    “[1.0] A video playback system (1), comprising The Petitioner contends that the preamble of claim 1 is not limiting. Pet. 17 (“The preamble of claim 1 is not limiting because it merely states the purpose or intended use of the alleged invention. It does not define any of the claim limitations, which are set forth fully in the body of the claim (i.e., a video playback system).”). Nonetheless, Petitioner cites both Swafford and Masumoto and shows both cited references disclose video playback systems. Id. at 17–18. Patent Owner does not dispute Petitioner’s contention that the preamble is not limiting or dispute that the cited art discloses the preamble. See generally PO Resp. We determine that the preamble is not limiting but, if it were, the cited art has been shown to teach it. [1.1] a number of playback devices (6A, 6B) to playback a video on their” slip op. at 19

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner

    “However, we do agree with Patent Owner that Petitioner’s contention that the cited combination of teachings is supported “because of the structural similarity between Swafford’s and Masumoto’s devices” (Pet. 54– 55) does not provide a motivation to combine. PO Resp, 47–48. The only structural similarity relied on by Petitioner in support of this argument is that Swafford and Masumoto both disclose use of LCDs. See Pet. 54–55. Petitioner provides an inadequate explanation as to how or why the use of LCDs which are a common form of video displays would motivate the combination of the relied-upon teachings. But, this deficiency does not undermine the persuasiveness of Petitioner’s overall showing of motivation to combine. After considering all the arguments and evidence offered by the parties, we determine that Petitioner shows that a person of ordinary skill in the art would have been motivated to combine the relied-upon teachings of Swafford and Masumoto with a reasonable expectation of success.” slip op. at 48

  Patent outcomesUS 11,405,669 mixed
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 11,405,669
• Apple Inc. v. RJ Technology LLCSome claims unpatentable
  PTAB · Feb 18, 2025 · IPR2023-01350 · APJ Jon B Tornquist · IPR · Final written decision

  Claims 5–10 are unpatentable as obvious; claims 11–14 were not shown unpatentable because the evidence did not establish the claimed capacity retention after 400 cycles.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Petitioner contends a person of ordinary skill in the art “would have held a Bachelor’s degree in chemistry or chemical engineering, with at least 4 years of experience in cell design, electrochemical techniques, and battery materials development.” Pet. 4. Petitioner further contends that a “Master’s Degree can substitute[] for some of the relevant experience,” and “[e]quivalent training with battery specific experience can accommodate other degreed fields.” Id. 9 The parties here do not address objective evidence of nonobviousness. Patent Owner does not dispute Petitioner’s definition of the ordinarily skilled artisan. PO Resp. 20. We adopt Petitioner’s unopposed definition of the person of ordinary skill in the art as it is consistent with the ’641 patent, the prior art of record, and the parties’ arguments.” slip op. at 6

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

    “The parties agree that the term “charge cut-off voltage” is “the maximum voltage to which the battery is configured to be charged.” PO Resp 21–22; Pet. Reply 1. The parties dispute, however, whether the “charge cut-off voltage” is a “battery property” or “the voltage applied to the battery during charging.” PO Resp. 21–24; Pet. Reply 1–6. We need not resolve the precise meaning of “charge cut-off voltage” because there is no dispute that Yamaki discloses this limitation under either party’s interpretation of the claim term. Upon review of the prior art and the parties’ arguments, we determine that no terms of the ’641 patent require express construction. See Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))); Pet. Reply 1 (asserting that the challenged claims are unpatentable under either parties’ construction of “charge cut-off voltage”).” slip op. at 7

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successUnpatentableMotivation foundUnpatentable

    “Patent Owner’s arguments do not persuasively undermine Petitioner’s position. Sakamoto expressly discloses setting the ratio of negative to positive electrode active material in the range of 1.05 to 1.30. Ex. 1005 ¶ 8. Sakamoto also explains why this range is preferable, i.e., if the ratio is roughly equal “the charge-discharge cycle performance is insufficient due to significant deterioration from charging and discharging,” and if the ratio is 10 Citations to the prosecution history of Yamaki are to the page numbers added to the lower right corner of the document. too high “too much of the compound does not participate in charging and discharging.” Id. ¶¶ 6, 8. These disclosures are sufficient to explain why one of ordinary skill in the art would have found it obvious to select the ratios disclosed in Sakamoto in Yamaki. Id. ¶ 8 (providing a secondary battery with a capacity ratio between 1.05 and 1.30 and noting that by setting the ratio within this range the resulting secondary lithium battery is “safe due to low risk of heat being generated and an explosion occurring”). We also disagree that Sakamoto teaches away from elevated voltages or from increasing the amount of lithium in circulation. See PO Resp. 29. Contrary to Patent Owner’s arguments, Sakamoto provides no general teaching against using a charge cut-off voltage above 4.2 V, or against increasing the level of lithium in circulation. Nor does Sakamoto “criticize, discredit, or otherwise discourage” the claimed invention. In re Fulton, 391 F.3d 1195, 1201 (Fed. Cir. 2004). Rather, Sakamoto warns against setting the reversible capacities of the positive and negative electrode substantially equal as this may result in excess lithium plating on the surface of the electrode. Ex. 1005 ¶¶ 6, 8. We agree with Petitioner that this disclosure would lead one of ordinary skill in the art to design a battery with a higher capacity in the negative electrode active material than the positive electrode active material. Pet. 11–12.” slip op. at 14

  • Obviousness (§103) › Motivation to combine / reasonable expectation of success › Teaching awayTeaching away not foundDecided for petitioner

    “We also disagree that Sakamoto teaches away from elevated voltages or from increasing the amount of lithium in circulation. See PO Resp. 29. Contrary to Patent Owner’s arguments, Sakamoto provides no general teaching against using a charge cut-off voltage above 4.2 V, or against increasing the level of lithium in circulation. Nor does Sakamoto “criticize, discredit, or otherwise discourage” the claimed invention. In re Fulton, 391 F.3d 1195, 1201 (Fed. Cir. 2004). Rather, Sakamoto warns against setting the reversible capacities of the positive and negative electrode substantially equal as this may result in excess lithium plating on the surface of the electrode. Ex. 1005 ¶¶ 6, 8. We agree with Petitioner that this disclosure would lead one of ordinary skill in the art to design a battery with a higher capacity in the negative electrode active material than the positive electrode active material. Pet. 11–12.” slip op. at 15

  Patent outcomesUS 7,749,641 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 7,749,641
• Mercedes-Benz USA, LLC v. Daedalus Prime LLCSome claims unpatentable
  PTAB · Feb 4, 2025 · IPR2023-01345 · APJ William V Saindon · IPR · Final written decision

  Claims 1–4, 7–11, and 14–20 were shown unpatentable over White or Nussbaum; claims 5, 6, 12, and 13 were not shown unpatentable over White or Nussbaum with Shakkarwar.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “We are not inclined to adopt Patent Owner’s proposal to require a specific number of years (or a fully bounded range) in the definition of the level of ordinary skill in the art. First, Patent Owner has not offered any legal authority supporting or explaining its position. Second, using the term “at least [X] years” is common practice and generally understood to be an approximation regarding the minimum level of skill of a hypothetical person—in other words, no precision can truly be expected of the specific number of years in this context. In re GPAC, Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (“The person of ordinary skill in the art is a hypothetical person.”). The point of the exercise is to provide context for a holistic obviousness analysis. See id. (setting out “various factors” used to analyze the level of ordinary skill); Ryko Mfg. Co. v. Nu-Star, Inc., 950 F.2d 714, 718 (Fed. Cir. 1991) (“The importance of resolving the level of ordinary skill in the art lies in the necessity of maintaining objectivity in the obviousness inquiry.”); Kimberly-Clark Corp. v. Johnson & Johnson, 745 F.2d 1437, 1453 (Fed. Cir. 1984) (the hypothetical person is an “an imaginary being possessing ‘ordinary skill in the art’ created by Congress to provide a standard of patentability”). We are not persuaded of a need for strict precision in the number of years of experience of a hypothetical person used in our analysis in this case. Third, Patent Owner asks for no particular relief based upon its argument. That is, even if we agreed to remove “at least,” Patent Owner does not argue that the outcome of the Decision would be any different.1 1 For example, setting the level of skill to exactly two years of experience would not serve to automatically disqualify an expert having ten years. Kyocera Senco Ind’l Tools v. Int’l Trade Com’n, 22 F.4th 1369, 1377 (Fed. Cir. 2022) (requiring that “a witness must at least have ordinary skill in the art” and stating that “it would be improper to require an expert witness to possess ordinary skill in the art and nothing more”). In conclusion, we apply Petitioner’s proposed level of ordinary skill because it is reasonably consistent with the level of skill implied in the disclosure of the ’588 patent and the cited prior art.” slip op. at 8

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownOther

    “The description of “mapping” in the ’588 patent makes clear to us that it is an association of an input value from a set of input values to a corresponding output value from a set of output values. Id. at 2:44–46 (describing “the mapping table that associates non-core domain operating frequencies and corresponding interconnect operating frequencies”) (emphases added). The “association” described here in the ’588 patent is not merely describing the fact that both exist, but that knowing the value of the first causes you to know the value of the second. This is also how it is described in the claims, wherein the “mapping” is “of selectable frequencies of the graphics processing circuitry to selectable frequencies of the interconnect.” Id. at 8:63–65 (emphasis added). Or more generally, the claim recites a mapping of a frequency to a frequency. In sum, although we agree with the parties that “mapping” should be given its plain and ordinary meaning in light of the specification, we note that the parties appear to dispute whether the prior art teaches the claimed “mapping” based on differing understandings of the plain and ordinary meaning. Based on our analysis above, we determine that a person of ordinary skill in the art reviewing the ’588 patent would understand that the “mapping” limitation requires (1) frequencies mapped to frequencies and (2) that a mapping is an association of one value to a corresponding value such that knowing the graphics frequency means that you know the corresponding interconnect frequency. Further, given that the corresponding frequencies are “selectable,” we understand that to mean that there is a set of possible frequencies that are defined from which to select. Ex. 2001, 21:19–22:2. With this understanding, we can turn to the dispute over whether the prior art teaches the limitations set forth in claims 5 and 12, as no other terms require construction at this time. Realtime, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms. . . that are in controversy, and only to the extent necessary to resolve the controversy.’”) (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)).” slip op. at 12

  • Expert testimonyPatent owner expert creditedPetitioner expert discountedDecided for patent owner

    “Given this disclosure, we agree with the testimony of Patent Owner’s expert that Shakkarwar’s empirical calculation, by looking up the frequencies of various devices and summing them up, is not the claimed mapping of frequencies to frequencies. Ex. 2002 ¶ 44 (citing Ex. 1006, 6:8– 16, 6:49–7:17). That is, rather than teaching the use of the graphics device frequency get a corresponding interconnect frequency, Shakkarwar calculates the interconnect frequency by adding up the frequencies of all of the devices using the interconnect. Ex. 1006, 6:63–7:30; Ex. 2002 ¶ 44 (“Considerations of the hardware are addressed through empirical calculation, by knowing the requested data bandwidth of each device.”). Based on the above, we find that Shakkarwar’s table does not map a set of frequencies to a set of frequencies, and we find that the alleged mapping in Shakkarwar is not what is required by the claim because knowing the non-core device frequency in Shakkarwar is insufficient to know the required interconnect frequency. Thus, we credit the testimony of Patent Owner’s expert that Shakkarwar does not teach the claimed mapping. Ex. 2002 ¶¶ 42–45. On the other hand, the testimony of Petitioner’s expert is conclusory on this point, and fails to grapple with these differences between the claims and prior art. Ex. 1003 ¶ 140. Thus, we credit the testimony of Patent Owner’s expert over Petitioner’s expert as to the teachings of Shakkarwar.” slip op. at 16

  • BurdenMixed

    “that Petitioner has not shown sufficiently that Shakkarwar teaches the claimed mapping limitation, for the following reasons. The lookup table in Shakkarwar has a list of clock speeds (frequencies) for specific devices. Ex. 1006, 7:7–10. These clock speeds represent the bandwidth needs of each individual device. Id. at 7:10–13. By looking up the bandwidth needs of each individual device in use, the system can determine the total bandwidth need. Id. at 7:5–17. For example, if one device requires 20 Megabits of data and the second device requires 10 Megabits of data, then the data rate (bandwidth) required will be 30 Megabits of data. Id. at 7:13–17. If the required bandwidth is different from the current bandwidth, then the current bandwidth must be modified. Id. at 7:18–26. Given this disclosure, we agree with the testimony of Patent Owner’s expert that Shakkarwar’s empirical calculation, by looking up the frequencies of various devices and summing them up, is not the claimed mapping of frequencies to frequencies. Ex. 2002 ¶ 44 (citing Ex. 1006, 6:8– 16, 6:49–7:17). That is, rather than teaching the use of the graphics device frequency get a corresponding interconnect frequency, Shakkarwar calculates the interconnect frequency by adding up the frequencies of all of the devices using the interconnect. Ex. 1006, 6:63–7:30; Ex. 2002 ¶ 44 (“Considerations of the hardware are addressed through empirical calculation, by knowing the requested data bandwidth of each device.”). Based on the above, we find that Shakkarwar’s table does not map a set of frequencies to a set of frequencies, and we find that the alleged mapping in Shakkarwar is not what is required by the claim because knowing the non-core device frequency in Shakkarwar is insufficient to know the required interconnect frequency. Thus, we credit the testimony of Patent Owner’s expert that Shakkarwar does not teach the claimed mapping. Ex. 2002 ¶¶ 42–45. On the other hand, the testimony of Petitioner’s expert is conclusory on this point, and fails to grapple with these differences between the claims and prior art. Ex. 1003 ¶ 140. Thus, we credit the testimony of Patent Owner’s expert over Petitioner’s expert as to the teachings of Shakkarwar.” slip op. at 15

  Patent outcomesUS 10,705,588 mixed
  Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 10,705,588
• Mercedes-Benz USA, LLC v. Daedalus Prime LLCSome claims unpatentable
  PTAB · Feb 4, 2025 · IPR2023-01335 · APJ William V Saindon · IPR · Final written decision

  Claims 1–5, 7, and 13 are unpatentable over Conroy and Finkelstein or Conroy; claims 14–18 were not shown unpatentable over the asserted grounds.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “We are not inclined to adopt Patent Owner’s proposal to require a specific number of years (or a fully bounded range) in the definition of the level of ordinary skill in the art. First, Patent Owner has not offered any legal authority supporting or justifying its position. Second, using the term “at least [X] years” is common practice and generally understood to be an approximation regarding the minimum level of skill of a hypothetical person—in other words, no precision can truly be expected of the specific number of years in this context. In re GPAC, Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (“The person of ordinary skill in the art is a hypothetical person.”). The point of the exercise is to provide context for a holistic obviousness analysis. See id. (setting out “various factors” used to analyze the level of ordinary skill); Ryko Mfg. Co. v. Nu-Star, Inc., 950 F.2d 714, 718 (Fed. Cir. 1991) (“The importance of resolving the level of ordinary skill in the art lies in the necessity of maintaining objectivity in the obviousness inquiry.”); Kimberly-Clark Corp. v. Johnson & Johnson, 745 F.2d 1437, 1453 (Fed. Cir. 1984) (the hypothetical person is an “an imaginary being possessing ‘ordinary skill in the art’ created by Congress to provide a standard of patentability”). We are not persuaded of a need for strict precision in the number of years of experience of a hypothetical person used in our analysis in this case. Third, Patent Owner asks for no particular relief based upon its argument. That is, even if we agreed to remove “at least,” Patent Owner does not argue that the outcome of the Decision would be any different.1 In conclusion, we apply Petitioner’s proposed level of ordinary skill because it is reasonably consistent with the level of skill implied in the disclosure of the ’833 patent and the cited prior art.” slip op. at 7

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for patent owner

    “Pet. 10. Patent Owner provides a construction for the term “independent” of claim 1. PO Resp. 12–18. For context, claim 1 requires first and second domains, wherein “each of the first and second domains [] operate at an independent voltage and frequency.” Patent Owner provides its analysis and concludes that claim 1 requires that the voltage and frequency of the first and second domains to be “controlled separately from one another.” PO Resp. 14, 15. We disagree with Patent Owner’s conclusion. In particular, we note that Patent Owner is attempting to add a “control” limitation to the claim. The claim does not require independent control of the first and second domains, it requires them “to operate at an independent voltage and frequency.” That is, by the plain language of the claims, what is independent is the voltage and frequency of the first domain compared to the voltage and frequency of the second domain. Patent Owner identifies many passages in the ’833 patent specification allegedly supporting its position, but we do not find any of these passages persuades us to agree with Patent Owner’s position. See PO Resp. 12–14 (citing Ex. 1001, 1:13–17, 1:63–66, 7:59–62, 8:27–31, 8:38– 46, 10:4–8). These passages mostly state that the domains are independent, which we understand to mean “separate” in this context. Ex. 1001, 1:63–66, 7:59–62, 8:27–31, 8:38–46, 10:4–8; accord PO Resp. 14 (summarizing these citations and concluding that “the term ‘independent’ is used in its ordinary sense to mean ‘separate.’”); Ex. 2002 ¶ 33 (same). One passage is similar to the claim language, and recites that a core can be “of an independent power domain and can be configured to operate at an independent voltage and/or frequency.” Id. at 8:27–31. We see nothing in these passages that would require independent control as opposed to “operate at an independent voltage and frequency” as claimed. Instead, in the one passage that is similar to the claim language, it is clear that what is “independent” is the “voltage and/or frequency.” Id. at 8:27–31. Patent Owner then cites to another batch of passages from the ’833 patent and concludes that “a person of ordinary skill in the art would recognize that the ’833 patent is describing a situation in which voltages and/or frequencies of the different domains are controlled separately from one another.” PO Resp. 14–15 (citing Ex. 1001, 1:56–60, 1:63–66, 2:22–25, 2:32–36, 5:9–12, 5:21, 5:27–44, 7:20–24, 8:38–42, Fig. 1; Ex. 2002 ¶ 33). Most of these passages describe the domains being allocated portions of a power budget. See Ex. 1001, 1:56–60, 2:22–25, 5:28–40, 7:20–24, 8:38–42. One passage is similar to the prior batch of citations, stating that the domains themselves are independent. Id. at 1:63–66. Other passages describe a power control unit doing the allocation, and refers to this as “control.” Id. at 2:32–36, 5:27–26, 5:21, 5:40–44. Last cited by Patent Owner is Figure 1, which has a box labeled “Control First and Second Domains Frequency and Voltage.” Id., Fig. 1 (item 130). Reviewing the cited passages and the figure, we find that the power control unit allocates or controls power. However, the claim is not directed to the power control unit and it does not use the word “control.” The claim requires the first and second domains to have independent voltages and frequencies, and we fail to see any support in the specification to add an additional requirement for independent control of the first and second domains. In view of the above, we are not persuaded by Patent Owner’s” slip op. at 9

  • Expert testimonyPetitioner expert discountedPatent owner expert creditedMixed

    “claim 13, it is the domain that is allocated the power budget (as opposed to the domain’s individual cores). See Ex. 1001, 12:57–59 (“allocate a variable power budget between the . . . domains”), 1:56–66 (explaining domains— “the term ‘domain’ is used to mean a collection of hardware and/or logic that operates at the same voltage and frequency point”). We agree with Patent Owner and credit its expert that Nussbaum is concerned with the power settings of each individual core, GPU, or other computational unit. Ex. 2003 ¶ 63. Even if, in one passage, Nussbaum talks about power reallocation in “computational units, such as the CPU or [GPU],” in context it is clear that the allocations remain on the individual, e.g., core, level. Ex. 1007 ¶¶ 19– 20, 21 (Table 1), 23 (Table 2), 24. First, in the sentence just cited, Nussbaum disparages treating units homogenously, i.e., adjusting them in groups or domains (as required by claim 13). Id. ¶ 19. Then, Nussbaum praises distributing power “among the active cores or other computational units,” i.e., on an individual or core level. Id. In this phrase, Nussbaum is not using “computational units” as a word meaning “CPU,” because Nussbaum already directly references the “cores” in the phrase. Id. Nussbaum later discusses figuring out how each core reacts to power changes, in order to determine which cores can better exploit additional power. Id. ¶¶ 25–28. For these reasons, we credit the testimony of Patent Owner’s expert that Nussbaum does not disclose allocating power to a plurality of cores as a single domain (Ex. 2002 ¶ 63), which is consistent with the above-noted disclosures of Nussbaum.” slip op. at 15

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner

    “not address these passages of the Petition. See generally PO Resp. 57–59, Sur-reply 17–18. Instead, Patent Owner challenges a separate, general rationale that Petitioner made at the beginning of its ground. See Pet. 69. Rationales that are broad and general may be persuasive. Intel Corp. v. Qualcomm Inc., 21 F.4th 784, 797 (Fed. Cir. 2021) (“[R]ationale[s] [are] not inherently suspect merely because [they’re] generic in the sense of having broad applicability or appeal. Quite the opposite.”). We need not evaluate Petitioner’s general rationale here, however, because we find Petitioner’s unrebutted, specific rationale arguments about providing a user interface to edit or revise the power sharing values to be persuasive. See Pet. 77–78 (citing, e.g., Ex. 1029 ¶ 236). In particular, we agree with Petitioner that providing a user interface to allow a user to edit the power tables, as taught in Finkelstein, would have been a routine and obvious modification to Conroy. As Petitioner’s expert points out, even beyond the teachings of Finkelstein, it was known in the art to allow users control over power allocation. Ex. 1029 ¶ 236 (citing Ex. 1026, 11:13–27 (describing a “user preferences database” containing “parameters and procedures for how to apportion power among various devices”); Ex. 1028 ¶ 17 (“The [power allocation] preference might be determined . . . based on a selection by a user of the system (e.g., via a graphical interface).”)). Thus, Petitioner’s proposed combination is an example of using a known feature to provide a known benefit. The known feature is a user interface, and the known benefit is allowing the user to indicate their preferences through the interface. See Ex. 1029 ¶ 236; KSR, 550 U.S. at 417 (“[A] court must ask whether the improvement is more than the predictable use of prior art elements according to their established functions.”). Based on the record before us, we determine that Petitioner has established a reason with rational underpinnings for combining the user level control interface of Finkelstein with the power management system of Conroy.” slip op. at 33

  Patent outcomesUS 8,775,833 mixed
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 8,775,833

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