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  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • PTAB · Oct 8, 2020 · IPR2016-01612 · APJ Jeremy M Plenzler · IPR · Remand

    On remand, claims 1, 3, 4, 6, 8, and 9 of the ’186 patent were held unpatentable; other remanded challenged claims were not, and substitute claims 29 and 30 were allowed.

    RulingsRemand decision
    • RemandOther

      “On appeal, the U.S. Court of Appeals for the Federal Circuit vacated our Original Decision in part and remanded the cases for further proceedings. Polygroup Ltd. MCO v. Willis Elec. Co., Ltd, 759 F. App’x 934 (Fed. Cir. 2019). After conferring with the parties, we permitted additional briefing to address the issues on remand from the Federal Circuit. Paper 196.” slip op. at 2

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

      “electrical connection in a single step (e.g., “‘when’ the mechanical connection is made, an electrical connection is also made”) as Patent Owner alleges. Rather, claim 1 requires “a first trunk electrical connector” and “a second trunk electrical connector” with “the second tree portion [being] electrically connectable to the first tree portion such that a portion of the first trunk electrical connector of the first trunk portion contacts a portion of the second trunk electrical connector of the second trunk portion.” Although the claim also requires that “the second tree portion is mechanically coupleable to the first tree portion about a central vertical axis,” the claim permits that mechanical connection to be independent of the electrical connection. Giving claim 1 its proper reading, there is no dispute that Miller teaches first and second trunk electrical connectors or that its tree portions are coupleable about a central vertical axis as outlined in the Petition. See Pet. I 45–48.” slip op. at 14

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableNot shown unpatentable

      “Petitioner contends that one skilled in the art would have modified Miller’s teachings based on those from Lessner. Pet. II 65–70. Petitioner reasons, for example, that “[i]t would have been obvious . . . to enhance the mechanical and electrical connections between the electrical contacts sets and wiring assemblies of Miller[] with the detachable electrical connectors of Lessner” for “ease and speed of assembly and disassembly.” Id. at 65–66 (citing Ex. 1006 ¶¶ 261–67). Petitioner further reasons that “the detachable connectors of Lessner provide a quick-connect engagement allowing the builder to easily and quickly attach the wires to the terminals on the trunk connector during assembly,” which “also allows for easy separation of the wires from the trunk connectors, as needed for repair or replacement of parts.” Id. at 66. Petitioner’s contentions as to why one skilled in the art would have modified Miller’s teachings are unpersuasive. As discussed above, Petitioner cited Miller’s plug and socket connectors as corresponding to the recited trunk connectors. Petitioner’s proposed modification in the Miller alone challenge adds an additional connection point in Miller’s plug and socket connectors, further complicating assembly, rather than providing greater “ease and speed of assembly and disassembly” as alleged. Petitioner’s additional reasoning that the proposed modification “also allows for easy separation of the wires from the trunk connectors, as needed for repair or replacement of parts” is equally unpersuasive. The only difference resulting from the modification is that the plug and socket connectors could be removed from their respective wiring assemblies. That is, it provides for removal of one connector by providing yet another connector, which fails to provide a benefit because Miller’s plug and socket connectors are loose, rather than fixed within the trunk portions like Patent Owner’s connectors. For at least these reasons, Petitioner has failed to establish unpatentability of claim 7 of the ’186 patent by a preponderance of the evidence.” slip op. at 19

    • Obviousness (§103) › Objective indicia / secondary considerationsObjective indicia outweighedDecided for petitioner

      “D. Secondary Considerations As explained in the Original Decision, Patent Owner provides evidence related to non-obviousness of the claims. Original Decision 43–60. Considering that evidence, as explained in the Original Decision, relative to the fact that Miller alone teaches each element of these claims in a single embodiment16, we determine that Patent Owner’s evidence does not outweigh Petitioner’s case of obviousness for claims 1, 3, 4, 6, 8, and 9. For the reasons set forth above, Petitioner has established by the preponderance of the evidence that claims 1, 3, 4, 6, 8, and 9 are unpatentable. Petitioner has failed to establish by the preponderance of the evidence that claim 7 is unpatentable.” slip op. at 21

    Patent outcomesUS 8,454,187 mixed
    Claim construction§ 103 obviousness
    Patents in suitUS 8,454,187
  • PTAB · Oct 8, 2020 · IPR2016-01610 · APJ Jeremy M Plenzler · IPR · Remand

    On remand, claims 1, 3, 4, 6, 8, and 9 of the ’186 patent were held unpatentable; other remanded challenged claims were not shown unpatentable, and substitute claims 29 and 30 were allowed.

    RulingsRemand decision
    • RemandMixed

      “On appeal, the U.S. Court of Appeals for the Federal Circuit vacated our Original Decision in part and remanded the cases for further proceedings. Polygroup Ltd. MCO v. Willis Elec. Co., Ltd, 759 F. App’x 934 (Fed. Cir. 2019). After conferring with the parties, we permitted additional briefing to address the issues on remand from the Federal Circuit. Paper 196.” slip op. at 2

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot shown unpatentableMotivation not foundNot shown unpatentable

      “and the second wire are detachably connected to the first trunk electrical connector of the first trunk portion.” Petitioner acknowledges that “Miller does not expressly teach that the wiring assembly is ‘modular’ or ‘separably connected.’” Pet. II 65. Petitioner contends that “assemblies for providing a detachable connection between electrical contact sets and wiring harnesses were well-known in the art.” Id. (citing Ex. 1006 ¶¶ 261–67). Petitioner contends that “Lessner teaches a ‘quick-disconnect electrical connector for receiving and releasably retaining a male tab connector’ and a [person of skill in the art (POSA)] would recognize that it may be used to create detachable connections between the electrical contacts of a connector or plug, and the wires of a wiring assembly.” Id. (citing Ex. 1008, 1:10–11; Ex. 1006 ¶¶ 261–67). Petitioner contends that one skilled in the art would have modified Miller’s teachings based on those from Lessner. Pet. II 65–70. Petitioner reasons, for example, that “[i]t would have been obvious . . . to enhance the mechanical and electrical connections between the electrical contacts sets and wiring assemblies of Miller[] with the detachable electrical connectors of Lessner” for “ease and speed of assembly and disassembly.” Id. at 65–66 (citing Ex. 1006 ¶¶ 261–67). Petitioner further reasons that “the detachable connectors of Lessner provide a quick-connect engagement allowing the builder to easily and quickly attach the wires to the terminals on the trunk connector during assembly,” which “also allows for easy separation of the wires from the trunk connectors, as needed for repair or replacement of parts.” Id. at 66. Petitioner’s contentions as to why one skilled in the art would have modified Miller’s teachings are unpersuasive. As discussed above, Petitioner cited Miller’s plug and socket connectors as corresponding to the recited trunk connectors. Petitioner’s proposed modification in the Miller alone challenge adds an additional connection point in Miller’s plug and socket connectors, further complicating assembly, rather than providing greater “ease and speed of assembly and disassembly” as alleged. Petitioner’s additional reasoning that the proposed modification “also allows for easy separation of the wires from the trunk connectors, as needed for repair or replacement of parts” is equally unpersuasive. The only difference resulting from the modification is that the plug and socket connectors could be removed from their respective wiring assemblies. That is, it provides for removal of one connector by providing yet another connector, which fails to provide a benefit because Miller’s plug and socket connectors are loose, rather than fixed within the trunk portions like Patent Owner’s connectors. For at least these reasons, Petitioner has failed to establish unpatentability of claim 7 of the ’186 patent by a preponderance of the evidence.” slip op. at 19

    • Obviousness (§103) › Objective indicia / secondary considerationsObjective indicia outweighedUnpatentable

      “D. Secondary Considerations As explained in the Original Decision, Patent Owner provides evidence related to non-obviousness of the claims. Original Decision 43–60. Considering that evidence, as explained in the Original Decision, relative to the fact that Miller alone teaches each element of these claims in a single embodiment16, we determine that Patent Owner’s evidence does not outweigh Petitioner’s case of obviousness for claims 1, 3, 4, 6, 8, and 9. For the reasons set forth above, Petitioner has established by the preponderance of the evidence that claims 1, 3, 4, 6, 8, and 9 are unpatentable. Petitioner has failed to establish by the preponderance of the evidence that claim 7 is unpatentable.” slip op. at 21

    • BurdenNot shown unpatentable

      “The figure reproduced above is a portion of Miller’s Figure 2, which is a front, partial section view of its artificial tree, along with Petitioner’s annotations noting Miller’s electrical connections (circled in red). Pet. I 29. As seen above, Petitioner cites Miller’s plug and socket connection as the electrical connection recited in the claims. See Pet. I 33 (“Miller also teaches that wires 22 of trunks 3, 5 are electrically connectable via plug and socket connectors of Fig. 2.”), 42, 57–58 (presenting similar contentions for claims 20 and 28). The problem with Petitioner’s contentions that rely on Miller alone is that the electrical connection in Miller is independent of the mechanical connection of tree portions (i.e., the mechanical connection does not result in the electrical connection in the manner claimed). For at least this reason, Petitioner’s challenges to claims 10, 20, and 28 based on Miller alone fail.” slip op. at 23

    Patent outcomesUS 8,454,186 mixed
    § 103 obviousness
    Patents in suitUS 8,454,186
  • PTAB · Sep 10, 2018 · IPR2017-00934 · APJ Stacy B Margolies · IPR · Final written decision

    Claims 1, 4–11, and 14–24 are unpatentable as obvious; claims 2, 3, 12, and 13 were not shown unpatentable.

    RulingsFinal written decision
    • Skill levelSkill level board ownDecided for petitioner

      “B. Level of Ordinary Skill in the Art In determining whether an invention would have been obvious at the” slip op. at 8

    • Expert testimonyPetitioner expert creditedDecided for petitioner

      “shows the relation between the content being display and the current time, Petitioner shows that a person of ordinary skill in the art would have been motivated to incorporate Vallone’s teachings to improve the interface by making it visually intuitive and interactive. Ex. 1011 ¶¶ 158, 159, 171, 177, 178. Dr. Rhyne’s testimony is credible and persuasively supported by the teachings of the underlying references. See Ex. 1011 ¶¶ 158, 159, 171, 177, 178; Ex. 1002 ¶¶ 6, 7, 88, 142; Ex. 1003, Fig. 26, 1:44–49, 1:53–57, 18:32– 44, 19:1–3, 20:19–22. For example, as stated above, Vallone expressly discloses applying its interactive trick play bar more broadly to any device in which physical position in the material is readily ascertainable, such as a VCR. Ex. 1003, 20:19–22. In addition, Vallone describes the known problem of multimedia devices lacking interactivity and intuitive devices. Ex. 1003, 1:11–49. One of ordinary skill in the art would have been aware of this problem and motivated to improve Wood’s digital VCR accordingly. Ex. 1011 ¶¶ 158, 159, 171, 177, 178. In addition, as Dr. Rhyne explains, an ordinarily skilled artisan would have been motivated to combine the teachings of the references to provide a single consistent interface for the” slip op. at 22

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

      “shows the relation between the content being display and the current time, Petitioner shows that a person of ordinary skill in the art would have been motivated to incorporate Vallone’s teachings to improve the interface by making it visually intuitive and interactive. Ex. 1011 ¶¶ 158, 159, 171, 177, 178. Dr. Rhyne’s testimony is credible and persuasively supported by the teachings of the underlying references. See Ex. 1011 ¶¶ 158, 159, 171, 177, 178; Ex. 1002 ¶¶ 6, 7, 88, 142; Ex. 1003, Fig. 26, 1:44–49, 1:53–57, 18:32– 44, 19:1–3, 20:19–22. For example, as stated above, Vallone expressly discloses applying its interactive trick play bar more broadly to any device in which physical position in the material is readily ascertainable, such as a VCR. Ex. 1003, 20:19–22. In addition, Vallone describes the known problem of multimedia devices lacking interactivity and intuitive devices. Ex. 1003, 1:11–49. One of ordinary skill in the art would have been aware of this problem and motivated to improve Wood’s digital VCR accordingly. Ex. 1011 ¶¶ 158, 159, 171, 177, 178. In addition, as Dr. Rhyne explains, an ordinarily skilled artisan would have been motivated to combine the teachings of the references to provide a single consistent interface for the” slip op. at 22

    Patent outcomesUS 8,768,147 mixed
    § 103 obviousnesscites Graham
    Patents in suitUS 8,768,147
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