- Qualcomm Incorporated v. Network System Technologies, LLCAll claims unpatentablePTAB · Jun 13, 2025 · IPR2024-00343 · APJ Charles J Boudreau · IPR · Final written decision
Claims 1–7 are unpatentable as obvious over Rădulescu2004 and OCP; the Board did not reach the Weber-based grounds.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“include (1) the educational level of the inventor; (2) the type of problems encountered in the art; (3) prior-art solutions to those problems; (4) the rapidity with which innovations are made; (5) the sophistication of the technology; and (6) the educational level of workers active in the field. Envtl. Designs, Ltd. v. Union Oil Co., 713 F.2d 693, 696–97 (Fed. Cir. 1983). Not all factors may exist in every case, and one or more of these or other factors may predominate in a particular case. Id. These factors are not exhaustive, but merely a guide to determining the level of ordinary skill in the art. Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007). Moreover, the prior art itself may reflect an appropriate skill level. Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001).” slip op. at 13
- Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)§112(f) appliesDecided for petitioner
“35 U.S.C. § 112 ¶ 6 (2006). “[T]he use of the word ‘means’ in a claim element creates a rebuttable presumption that § 112, para. 6 applies.” Williamson v. Citrix Online, LLC, 792 F.3d 1339, 1348 (Fed. Cir. 2015) (en banc in relevant part); Personalized Media Commc’ns, LLC v. Int’l Trade Comm’n, 161 F.3d 696, 703–04 (Fed. Cir. 1998). “[This] presumption may be rebutted if the properly construed claim limitation itself recites sufficiently definite structure to perform the claimed function.” Kemco Sales, Inc. v. Control Papers Co., 208 F.3d 1352, 1361 (Fed. Cir. 2000).” slip op. at 16
- Claim Construction › Functional claiming / §112(f) means-plus-function › Corresponding structure / algorithm (indefinite if none)Term construed patent owner constructionDecided for patent owner
“Ex. 1001, 4:46–50. This passage indicates that the interconnect can be a network on a chip and the network on a chip can include wires and buses. That does not necessarily mean that the interconnect can be just wires or buses; rather, it discloses that the interconnect can include wires and buses. In context, the disclosure regarding wires and buses does not support construing the corresponding structure broadly enough to encompass just wires and buses. The networks that constitute the corresponding structure, however, could include networks with wires and buses. Therefore, we agree with Patent Owner that the corresponding structure for the interconnect means should not include a mere bus, switch, and point-to-point wire and instead find that the corresponding structure under 35 U.S.C. § 112 ¶ 6 is a network, which the ’052 patent describes as a multi-hop interconnection between modules separated by one or more network nodes. See Ex. 1001, 2:33–37. Because this structure corresponds to the construction of “interconnect means” proposed by Patent Owner and adopted by the district courts in the TI and Qualcomm litigations (see supra Section III.C.3.b), and we do not rely in our analysis below on a recourse to “equivalents thereto” as permitted by § 112 ¶ 6, we note that our ultimate conclusions on the unpatentability of the challenged claims would be the same if § 112 ¶ 6 did not apply. iii. Conclusion For the reasons stated above, we construe “interconnect means” to cover the structure described in the Specification corresponding to the specified functions of “coupling said plurality of processing modules (M, S)” in the context of claim 6 and “coupling said plurality of processing modules (M, S)” and “enabling a connection-based communication having a set of connection properties” in the context of claims 1 and 7—i.e., a “multi-hop interconnection between modules separated by one or more network nodes”—and equivalents thereof.” slip op. at 28
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“standard as would be used by a district court to construe a claim in a civil action involving the validity or infringement of a patent. 37 C.F.R. § 42.100(b). Under that standard, claim terms are given their ordinary and customary meaning, as would have been understood by a person of ordinary skill in the art at the time of the invention, in light of the language of the claims, the specification, and the prosecution history of record. Id.; Phillips v. AWH Corp., 415 F.3d 1303, 1312–19 (Fed. Cir. 2005) (en banc); Thorner v. Sony Comput. Entm’t Am. LLC, 669 F.3d 1362, 1365–66 (Fed. Cir. 2012). “The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’” Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (quoting Vivid Techs., Inc. v. Am. Sci. Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 15
Patent outcomesUS 7,594,052 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 7,594,052 - Peloton Interactive, Inc. v. NEC CorporationAll claims unpatentablePTAB · Feb 5, 2025 · IPR2023-01241 · APJ Christopher L Ogden · IPR · Final written decision
Claims 10–13, 19, 21, 23, and 33 are unpatentable as obvious over Ueda, the SIP Standard, and the SDP Standard, with Cohee added for claims 11, 13, 19, and 23.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedOther
“Petitioner argues that a person of ordinary skill in the art “would have had a bachelor’s degree, or equivalent, in electrical engineering, computer science, or a related field, and 2–3 years of experience researching, designing, or developing content delivery systems and related hardware, software, and firmware, or equivalent experience.” Pet. 4 (citing Ex. 1008 ¶¶ 36–40). Patent Owner does not dispute this. See PO Resp. 3 (citing Ex. 2001 ¶ 22). Because it is uncontested, supported by testimonial evidence, and appears consistent with the types of problems and solutions in the ’427 patent, we adopt the above articulation of the level of ordinary skill for this decision.” slip op. at 12
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“We agree with Patent Owner that the term should be construed according to its ordinary and customary meaning, and that we need not construe the term explicitly because the meaning of the term is not relevant to the contested issues in the proceeding. 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))).” slip op. at 13
- Novelty / Anticipation (§102) › Priority / effective filing date / continuation supportReference is prior artDecided for petitioner
“Having considered all the evidence of record relating to Mr. Taniguchi’s activities during the relevant time frame, we find that Patent Owner has not produced sufficient corroborating evidence to show that Mr. Taniguchi’s work on reducing to practice the claimed invention was reasonably continuous during the critical period between September 19, 2008 (the filing date of Ueda), and November 18, 2008 (the filing date of the Japanese patent application). Although there is corroborating evidence of diligence beginning on November 6, 2008, when Mr. Taniguchi transmitted a draft application to the Baba law firm, there is no evidence of any diligence prior to that date, other than Mr. Taniguchi’s own testimony. We do not agree with Patent Owner that the evidence of Mr. Taniguchi’s other activities for NEC, or research relating to IPTV, corroborate Mr. Taniguchi’s reduction to practice of the claimed invention. Although these activities may have something to do with the general subject matter of IPTV, Patent Owner has not shown any nexus between these activities and the challenged claims. See Naber, 567 F.2d at 385 (“It is well settled that, to satisfy the ‘reasonable diligence’ requirement . . . , the work relied on must ordinarily be directly related to reduction to practice of the invention . . . in issue.” (citing cases)). Although Mr. Taniguchi doubtlessly spent substantial time preparing the application he completed on November 6, 2008 (see Ex. 2017), there is no corroborating evidence that this work was reasonably continuous during the critical period. As far as the corroborating evidence attests, Mr. Taniguchi could have done no work on the draft until early November, or he could have worked on the draft briefly in August and put it aside until early November. Considering all the evidence as to Mr. Taniguchi’s activities, we find that Patent Owner has not met its burden of producing corroborating evidence that the named inventors of the ’427 patent exercised reasonably continuous diligence during the critical period when Ueda was filed until the constructive reduction to practice that occurred on November 18, 2008. Therefore, we determine, by a preponderance of the evidence, that Ueda is prior art to the challenged claims.” slip op. at 24
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundDecided for petitioner
“In general, we disagree with Patent Owner that, in showing a reason to incorporate the SIP Standard’s teachings about proxy servers, Petitioner must necessarily show that Ueda’s system was deficient or inferior. A patent challenger “does not need to show that there was a known problem with the prior art system in order to articulate the required rational underpinning for the proposed combination.” Unwired Planet, LLC v. Google Inc., 841 F.3d 995, 1002–03 (Fed. Cir. 2016). Also, “when a patent claims a structure already known in the prior art that is altered by the mere substitution of one element for another known in the field, the combination must do more than yield a predictable result.” KSR, 550 U.S. at 416. For this reason and the specific reasons discussed below, we find Patent Owner’s arguments unpersuasive. The evidence of record suggests that it would have been within the ordinary skill in the art to modify Ueda’s system by replacing direct communication between content-providing device 150 and servers 191 or 192 with an indirect connection in the form of proxy servers using well-known, predictable techniques as described in the SIP Standard.” slip op. at 33
Patent outcomesUS 9,769,427 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 9,769,427 - Peloton Interactive, Inc. v. NEC CorporationAll claims unpatentablePTAB · Feb 5, 2025 · IPR2023-01240 · APJ Christopher L Ogden · IPR · Final written decision
Claims 1–9, 14–18, 20, 22, 32, and 34–36 are unpatentable as obvious over Ueda, the SIP Standard, and the SDP Standard, with dependent claims 2, 3, 15, and 17 also relying on Cohee.
RulingsFinal written decision- Novelty / Anticipation (§102) › Priority / effective filing date / continuation supportReference is prior artPriority date, deniedDecided for petitioner
“Taniguchi’s activities during the relevant time frame, we find that Patent Owner has not produced sufficient corroborating evidence to show that Mr. Taniguchi’s work on reducing to practice the claimed invention was reasonably continuous during the critical period between September 19, 2008 (the filing date of Ueda), and November 18, 2008 (the filing date of the Japanese patent application). Although there is corroborating evidence of diligence beginning on November 6, 2008, when Mr. Taniguchi transmitted a draft application to the Baba law firm, there is no evidence of any diligence prior to that date, other than Mr. Taniguchi’s own testimony. We do not agree with Patent Owner that the evidence of Mr. Taniguchi’s other activities for NEC, or research relating to IPTV, corroborate Mr. Taniguchi’s reduction to practice of the claimed invention. Although these activities may have something to do with the general subject matter of IPTV, Patent Owner has not shown any nexus between these activities and the challenged claims. See Naber v. Cricchi, 567 F.2d at 385 (“It is well settled that, to satisfy the ‘reasonable diligence’ requirement . . . , the work relied on must ordinarily be directly related to reduction to practice of the invention . . . in issue.” (citing cases)). Although Mr. Taniguchi doubtlessly spent substantial time preparing the application he completed on November 6, 2008 (see Ex. 2017), there is no corroborating evidence that this work was reasonably continuous during the critical period. As far as the corroborating evidence attests, Mr. Taniguchi could have done no work on the draft until early November, or he could have worked on the draft briefly in August and put it aside until early November. Considering all the evidence as to Mr. Taniguchi’s activities, we find that Patent Owner has not met its burden of producing corroborating evidence that the named inventors of the ’427 patent exercised reasonably continuous diligence during the critical period when Ueda was filed until the” slip op. at 23
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
“In general, we disagree with Patent Owner that, in showing a reason to incorporate the SIP Standard’s teachings about proxy servers, Petitioner must necessarily show that Ueda’s system was deficient or inferior. A patent challenger “does not need to show that there was a known problem with the prior art system in order to articulate the required rational underpinning for the proposed combination.” Unwired Planet, LLC v. Google Inc., 841 F.3d 995, 1002–03 (Fed. Cir. 2016). Also, “when a patent claims a structure already known in the prior art that is altered by the mere substitution of one element for another known in the field, the combination must do more than yield a predictable result.” KSR, 550 U.S. at 416. For this reason and the specific reasons discussed below, we find Patent Owner’s arguments unpersuasive. The evidence of record suggests that it would have been within the ordinary skill in the art to modify Ueda’s system by replacing direct communication between content-providing device 150 and servers 191 or 192 with an indirect connection in the form of proxy servers using well-known, predictable techniques as described in the SIP Standard.” slip op. at 32
- Obviousness (§103) › Motivation to combine / reasonable expectation of success › Teaching awayTeaching away not foundDecided for petitioner
“(4) Whether Ueda Teaches Away from Providing Play-list Information While Establishing a Connection Finally, Patent Owner argues that Ueda teaches away from providing “play-list information” at the same time as establishing a connection, because Ueda teaches successfully completing user authentication before transmitting the playlist. PO Resp. 52–53 (citing Ex. 1003 ¶¶ 56, 365, Fig. 25; Ex. 2001 ¶ 99). According to Patent Owner, “Petitioner’s argument fails to reconcile[] this ordering of Ueda, which would prevent implementation of the proposed combination with the SDP Standard, in which the playlist is transmitted as part of the ‘Session Initiation.’” Id. at 53 (citing Ex. 2001 ¶ 100). In its Reply, Petitioner argues that limitation 1g “does not require transmitting ‘play-list information’ ‘at the same time’ as authentication, but at a same time ‘the one or more connection control servers executes a process for guaranteeing a communication bandwidth . . . as a process for establishing the connection.’” Pet. Reply 23. Petitioner also argues that the ’427 patent also describes an authentication step before transmitting the play-list information. Id. (citing Ex. 1001, 12:56–13:13, 13:50–58, Fig. 4). We find Petitioner’s arguments persuasive, and we disagree with Patent Owner that claim 1 restricts the timing of user authentication. As Petitioner notes, user authentication occurs in the ’427 patent before the process of establishing a connection as depicted in Figure 5. See Ex. 1001, 12:36–55, Fig. 4 (user authentication occurs when user equipment 2 is powered-up); id. at 13:50–58 (SIP message A501, at the beginning of Figure 5, includes “user authentication success information”). But we find nothing in the claim language, itself, that requires any particular timing for authentication. Nor do we understand Petitioner’s motivation-to-combine argument to hinge on the timing of authentication. Thus, Ueda does not “criticize, discredit, or otherwise discourage” the claimed invention. In re Fulton, 391 F.3d 1195, 1201 (Fed. Cir. 2004).” slip op. at 58
- Obviousness (§103) › Motivation to combine / reasonable expectation of success › HindsightDecided for petitioner
“We find Petitioner’s arguments persuasive. Petitioner does not rely solely on the SDP Standard for teaching the sending of play-list information, but also relies on Ueda, which discloses sending a playlist including an identification of main content, commercial content, and an output sequence, as we discuss in more detail below in the context of limitation 1h. See infra Section III.D.3(g). Petitioner relies on the SIP and SDP Standards for teaching that Ueda’s playlist, as with other data describing a session, may be formatted and transmitted as payload within a standard SIP message, for example using SDP fields. Based on the evidence of record, we find it persuasive that a person of ordinary skill in the art would have recognized SDP as a known way to format play-list information, since SDP has specific fields to convey the features of a playlist such as metadata and links to the content. See Pet. 50–52. Petitioner’s arguments are not based on improper hindsight bias. Although Petitioner argues that the SDP Standard “can” or “could” be used to format Ueda’s playlist, the evidence suggests that doing so would merely be “[t]he combination of familiar elements according to known methods,” and that kind of combination “is likely to be obvious when it does no more than yield predictable results.” KSR, 550 U.S. at 416. The evidence shows that is the case here. As such, the Petition relies on the predictable combination of the prior art according to known methods and on various motivations to combine the references (see Supra Sections III.D.1–2), not on the ’427 patent itself, for teaching the combination.” slip op. at 57
Patent outcomesUS 9,769,427 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 9,769,427 - Ens Labs Ltd. v. Unstoppable Domains Inc.Institution deniedPTAB · Nov 22, 2024 · IPR2024-00872 · APJ Michael J Strauss · IPR · Institution
The Board denied institution for claims 1–20 because Petitioner did not show a reasonable likelihood of prevailing on any ground, relying on Johnson’s unproven status as a printed publication.
RulingsInstitution decision- Skill levelSkill level board ownDecided for patent owner
“Patent Owner does not contest Petitioner’s description with regard to the level of skill at this stage of the proceedings. Prelim. Resp. 12. As Petitioner’s unchallenged description of the level of ordinary skill appears appropriate to the subject matter of the ’344 patent and the cited prior art, we apply it for purposes of this Decision, albeit without the two instances of the phrase “at least,” which introduce ambiguity. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (acknowledging that the prior art may reflect an appropriate level of skill in the art).” slip op. at 8
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Neither party proposes express construction of any claim terms for our consideration. See Pet. 14 (“Petitioner submits that all claim terms in the ’344 Patent may be interpreted according to their plain and ordinary meaning.”); Prelim. Resp. 12 (“For purposes of this Preliminary Response only, Patent Owner agrees that claim construction is unnecessary.”). whether to institute inter partes review. 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)). At this stage, we do not see the need to construe any claim terms to resolve the issues in dispute.” slip op. at 8
- Novelty / Anticipation (§102) › Prior-art status of a reference › Printed publication / public accessibilityPrinted publication not establishedNot shown unpatentable
“of a document on a website archived by the Internet Archive. See Ex. 1018. That a person might have been able to download Johnson through public means is not evidence that Johnson was “made available to the extent that persons interested and ordinarily skilled in the subject matter or art exercising reasonable diligence, can locate it.” Bruckelmyer, 445 F.3d at 1378. The Frank-White Affidavit’s evidence of public accessibility amounts to little more than Johnson was available on the Internet by December 13, 2019. Pet. 15; Ex. 1018 ¶¶ 1–5, 7, Ex. B. However, because the Wayback Machine is only searchable by URL, as attested to in the Frank-White Affidavit, this does not suffice to support that one of ordinary skill in the art would have sought out the Read the Docs website and, once there, located Johnson without prior knowledge of Johnson and the URL at which Johnson was available. Accordingly, the Frank-White Affidavit alone is insufficient to prove public accessibility of Johnson.” slip op. at 20
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsDenied
“that Johnson qualifies as a prior art printed publication. All asserted grounds for unpatentability rely, at least in part, on the disclosure of Johnson. Accordingly, because the record does not persuasively support Johnson as a publicly accessible printed publication, we find that Petitioner has not established a reasonable likelihood of prevailing on any of its grounds of unpatentability. III. CONCLUSION After considering the evidence and arguments presented in the Petition and the Preliminary Response, we determine that Petitioner does not demonstrate a reasonable likelihood of prevailing with respect to any of the challenged claims, and thus, we do not institute an inter partes review. ORDER In consideration of the foregoing, it is hereby ORDERED that the Petition is denied as to all challenged claims, and no trial is instituted.” slip op. at 25
Claim construction§ 102 anticipationcites PhillipsPatents in suitUS 11,558,344 - Microsoft Corporation v. Reald Spark, LLCAll claims unpatentablePTAB · Nov 19, 2024 · IPR2023-01046 · APJ Jean R Homere · IPR · Final written decision
Claims 1–14 and 16–19 are unpatentable: claims 1–3, 5, 10, 12–14, and 18 as anticipated by Ganin; the remaining claims as obvious over the stated combinations.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Patent Owner does not contest Petitioner’s proffered definition of the level of ordinary skill in the art, but offers a definition of its own. PO Resp. 8. Patent Owner contends that a person having ordinary skill in the art at the time of the invention “would have had at least a bachelor’s or master’s degree in electrical engineering, computer engineering, electrical and computer engineering, computer science, or similar educational background; or equivalent on-the-job training, including approximately two to three years of experience in machine learning and/or pattern recognition.” Id. (citing Ex. 2008 ¶ 22). Patent Owner asserts that the “level of skill is approximate and more experience would compensate for less formal education and vice versa.” Id. We note that the differences between the parties’ descriptions are immaterial and find Petitioner’s description to be consistent with the problems and solutions disclosed in the ’985 patent and prior art of record, and adopt it as our own for purposes of this Decision, albeit without the two instances of “at least,” which introduce ambiguity. See, e.g., In re GPAC Inc., 57 F.3d at 1579 (approving the determination of the level of ordinary skill in the art by appeal to the references of record).” slip op. at 15
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner contends that it “applied plain and ordinary meanings of all terms and no express constructions are required here.” Pet. 5. Patent Owner agrees with Petitioner that there are no claim terms that require construction for purposes of the Board’s final decision. PO. Resp. 8–9. We therefore determine that we do not need to expressly construe any term for purposes of this Decision. See Realtime Data, 912 F.3d at 1375.” slip op. at 17
- Expert testimonyPetitioner expert creditedDecided for petitioner
“Chalom’s large RFC with Aslan’s teacher-student MLA pair would have rendered the ensuing system more complex, and thereby inefficient. As correctly noted by Petitioner, Chalom indicates that the RFC can be embodied in a mobile computing device. Id. at 15 (citing Ex. 1005, 22:33– 37, 19:65–20:6). And Dr. Karam persuasively explains that using the teacher model to train the student model is more efficient because the teacher’s knowledge allows the student model to converge faster. Id. at 17 (citing Ex. 2009, 178:14–24). Accordingly, we find that a POSITA would have found sufficient motivation to replace Chalom’s RFC with Aslan’s teacher-student models to enhance the efficiency of the MLA pair in a mobile computing environment. On this record, we agree with Petitioner that the proposed combination of Chalom and Aslan would predictably result in the teacher MLA generating motion vector fields for user gaze correction (i.e., first reference or editing instructions) that are passed to the student MLA, which subsequently generates motion vector fields (i.e., second reference or editing instructions) for further refining the received first reference data. Id. at 58. Consequently, we reiterate that because the proposed combination involves known elements performing their ordinary functions to produce a predictable result, a POSITA would have appreciated that the proposed combination is proper.4 After considering Patent Owner’s arguments, we find Petitioner has shown by a preponderance of the evidence that the proposed combination of Chalom and Aslan is sufficiently supported by the requisite motivation to teach limitations 1[D] and 1[E].” slip op. at 40
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundDecided for petitioner
“Because Chalom explicitly indicates that its RFC can be trained using any suitable techniques(s) including compressing the classifier, we agree with Petitioner that a POSITA would have looked to Aslan’s teacher-student architecture that proposes compressing large models such as Chalom’s RFC into smaller models so they can be more readily deployed on computing devices with limited resources. Pet. Reply 11–12. As correctly noted by Petitioner, the experts of the parties agree that both Aslan and Chalom involve classifiers. More particularly, as acknowledged by Patent Owner’s representative during the hearing, compression is desirable for Chalom’s RFC. See Tr. 56:21–57:4. Accordingly, we agree with Petitioner that a POSITA would have looked to a similar compression operation of classifiers in Aslan for training a more compact MLA at runtime or offline. Pet. Reply 11–12. For these same reasons, we find unavailing Patent Owner’s argument that Chalom and Aslan are directed to different objectives or techniques. Further, we do not agree with Patent Owner’s argument that replacing Chalom’s large RFC with Aslan’s teacher-student MLA pair would have rendered the ensuing system more complex, and thereby inefficient. As correctly noted by Petitioner, Chalom indicates that the RFC can be embodied in a mobile computing device. Id. at 15 (citing Ex. 1005, 22:33– 37, 19:65–20:6). And Dr. Karam persuasively explains that using the teacher model to train the student model is more efficient because the teacher’s knowledge allows the student model to converge faster. Id. at 17 (citing Ex. 2009, 178:14–24). Accordingly, we find that a POSITA would have found sufficient” slip op. at 39
Patent outcomesUS 10,740,985 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites GrahamPatents in suitUS 10,740,985 - Panasonic Automotive Systems Co., Ltd. v. Unm Rainforest InnovationsInstitution deniedPTAB · Aug 5, 2024 · IPR2024-00364 · APJ Kristen L Droesch · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood of proving claim 8 or substitute claims 44–47, 49, and 50 unpatentable on any asserted ground.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“We have authority to determine whether to institute review under 35 U.S.C. § 314 and 37 C.F.R. § 42.4(a). An inter partes review may not be instituted unless it is determined that “the information presented in the petition filed under section 311 and any response filed under section 313 shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a) (2024). For the reasons provided below, after considering the Petition and the Preliminary Response, we determine, based on the record before us, there is not a reasonable likelihood Petitioner would prevail in showing at least one of the challenged claims is unpatentable.” slip op. at 2
- Skill levelSkill level patent owner adoptedDecided for patent owner
“B. Level of Ordinary Skill in the Art Petitioner asserts that a person of ordinary skill in the art “in the field of the ’096 patent would have had a Bachelor’s degree in electrical engineering, computer engineering, or a related field, and around two years of experience in the design or development of wireless communication systems, or the equivalent.” Pet. 16 (citing Ex. 1002 ¶ 57). In turn, Patent Owner submits a slightly different description: that a person of ordinary skill in the art “in the technical field of the ’096 patent would have had at least a master’s degree in computer engineering or electrical engineering, or equivalent work experience, along with at least 1 year of experience related specifically to wireless communications, including knowledge of MIMO [(Multiple-Input Multiple-Output)] and OFDM.” Prelim. Resp. 22 (citing Ex. 2001 ¶ 18). For the purpose of determining whether to institute trial, we adopt Patent Owner’s definition of a person of ordinary skill in the art because it is consistent with the level of skill reflected by the ’096 Patent Specification and the asserted prior art but our conclusions would be the same under Petitioner’s definition.” slip op. at 11
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Of note, the numerous claim terms construed in the Apple Litigation and referenced by the parties include the terms “data” and “non-data.” See Pet. 8 (citing Ex. 1005); Prelim. Resp. 23 (citing Ex. 1005). Both parties agree that “data” and “non-data” are to be given their plain and ordinary meanings. See Pet. 8 (citing Ex. 1005); Prelim. Resp. 23 (citing Ex. 1005). As demonstrated in the analysis below, for the purpose of determining whether to institute review, we need not construe any claim terms and phrases to resolve the controversy before us. 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))).” slip op. at 13
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Not shown unpatentable
“We agree with Patent Owner that the Joint Proposal’s legacy signal field (L-SIG) does not disclose data as recited in limitation 8[a]. Both parties agree that the term “data” should be construed according to its plain and ordinary meaning. See Pet. 16–18; Prelim. Resp. 22–23. The ’096 Patent utilizes the term “data” in accordance with its plain and ordinary meaning. See Ex. 1001 generally. We find that the Joint Proposal likewise utilizes the term “data” in accordance with its plain and ordinary meaning, to describe data fields that include the PHY sub-layer Service Data Unit, and shown in each of the legacy PLCP packet format, Mixed Mode PLCP packet format, and Green Field PLCP packet format that include the PHY sub-layer Service Data Unit. See Ex. 1008, 11:11–13, Fig. 1. Indeed, in addressing limitation 8[b], Petitioner identifies the Joint Proposal’s data field in the Mixed Mode PLCP format as disclosing “data configured in a second format compatible with a second communication system,” as recited in limitation 8[b]. See Pet. 26–27. Petitioner, however, does not direct us to where the Joint Proposal discloses or describes the legacy signal field (L- SIG) as “data” according to its plain and ordinary meaning. See Pet. 25–26. Petitioner’s citations to the Joint Proposal fail to provide sufficient support for Petitioner’s position that L-SIG discloses “data” in accordance with its plain and ordinary meaning. See Ex. 1008, 11:4–6, 11:18–23. Petitioner further does not provide sufficient explanation why the Joint Proposal’s L- SIG otherwise constitutes “data,” according to the plain and ordinary meaning. See Pet. 25–26. The testimony of Dr. Hansen, cited by Petitioner to support its arguments, is no more illuminating. Compare Pet. 25–26, with Ex. 1002 ¶ 177.” slip op. at 18
Claim construction§ 102 anticipation§ 103 obviousnessDiscretionary denialcites KSR · GrahamPatents in suitUS 8,265,096 - PTAB · Jun 21, 2024 · IPR2024-00343 · APJ John R Kenny · IPR · Institution
The Board instituted IPR on claims 1–7 based on all asserted grounds, finding a reasonable likelihood of success on at least one claim and declining discretionary denial.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“The Petition, to justify institution of review, must demonstrate a reasonable likelihood that Petitioner would prevail with respect to at least one challenged claim. See 35 U.S.C. § 314(a) (2018). After considering the Petition, the Preliminary Response, the Preliminary Reply, the Preliminary Sur-reply, and the evidence of record, we determine that the Petition has met this standard. Further, we decline to discretionarily deny inter partes review. Therefore, we institute an inter partes review of claims 1–7 of the ’052 patent.” slip op. at 2
- PTAB / AIA Trials › Discretionary denial › §325(d) same art / argumentsInstitution denied 325dDenied
“The Board has set forth a two-part framework for this determination under § 325(d): (1) whether the same or substantially the same art previously was presented to the Office or whether the same or substantially the same arguments previously were presented to the Office; and (2) if either condition of [the] first part of the framework is satisfied, whether the petitioner has demonstrated that the Office erred in a manner material to the patentability of challenged claims.” slip op. at 45
- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Institution denied fintivDenied
“B. Analysis The Interim Procedure instructs that “the PTAB will not discretionarily deny institution in view of parallel district court litigation where a petitioner presents a stipulation not to pursue in a parallel proceeding the same grounds or any grounds that could have reasonably been raised before the PTAB.”” slip op. at 52
- Skill levelSkill level petitioner adoptedDecided for petitioner
“In this proceeding, Patent Owner has not challenged Petitioner’s definition for an ordinarily skilled artisan. See generally Prelim. Resp. In the Qualcomm litigation, however, Patent Owner described a person of ordinary skill in the art as having: a Bachelor of Science (or equivalent) degree in electrical engineering, computer engineering, or a related field, and 2–3 years of work experience in very large-scale integrated (“VLSI”) systems, such as application-specific integrated circuits (“ASICs”), application-specific standard parts (“ASSPs”), system-on-chip (“SoC”), or field programmable gate arrays (“FPGAs”), and has an understanding of on-chip interconnection networks. Ex. 1017, 11. In this proceeding, Petitioner’s definition is uncontested and appears consistent with the level of skill reflected in the specification of the ’052 patent (“Specification”) and in the asserted prior-art references. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). Thus, for purposes of this Decision, we adopt Petitioner’s definition. We note, however, that we would reach the same conclusions in this Decision if we were to adopt the definition that Patent Owner set forth in the Qualcomm litigation. To the extent the parties dispute the definition of an ordinarily skilled artisan during” slip op. at 10
Claim construction§ 102 anticipation§ 103 obviousnessDiscretionary denialPatents in suitUS 7,594,052 - PTAB · Jun 21, 2024 · IPR2024-00338 · APJ Steven M Amundson · IPR · Institution
The Board instituted IPR of claims 1–6 and 9–16 on all asserted challenges, finding a reasonable likelihood that Samsung would prevail on at least one challenged claim.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“to institute an inter partes review. We may institute an inter partes review only if “the information presented in the petition filed under section 311 and any response filed under section 313 shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a) (2018). The “reasonable likelihood” standard is “a higher standard than mere notice pleading” but “lower than the ‘preponderance’ standard to prevail in a final written decision.” Hulu, LLC v. Sound View Innovations, LLC, IPR2018- 01039, Paper 29 at 13 (PTAB Dec. 20, 2019) (precedential).” slip op. at 2
- Novelty / Anticipation (§102) › Prior-art status of a reference › Printed publication / public accessibilityPrinted publication establishedDecided for petitioner
“1. GENERAL PRINCIPLES “Whether a reference qualifies as a printed publication under § 102 is a legal conclusion based on underlying fact findings.” Acceleration Bay, LLC v. Activision Blizzard Inc., 908 F.3d 765, 772 (Fed. Cir. 2018). In an inter partes review, a petitioner has “the burden to prove” that a reference “is a printed publication.” Id.” slip op. at 24
- Obviousness (§103) › Motivation to combine / reasonable expectation of successInstituted
“combined throughput and latency guarantee (GT), or be best effort (BE), with an unspecified finite latency upper bound,” an ordinarily skilled artisan would have understood that one channel is “independently configurable” for “a combined throughput and latency guarantee (GT)” and that another channel is “independently configurable” for “best effort (BE), with an unspecified finite latency upper bound.” Ex. 1003 ¶ 103; Ex. 1005, 3. Petitioner quotes that disclosure in Goossens2002 when explaining what an ordinarily skilled artisan would have understood. Pet. 28 (quoting Ex. 1005, 3). Accordingly, we disagree with Patent Owner that Petitioner provides “no explanation” why an ordinarily skilled artisan would have” slip op. at 44
§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 7,373,449 - Qualcomm Incorporated / Samsung Electronics Co., Ltd. v. Network System Technologies, LLCInstitution deniedPTAB · Jun 17, 2024 · IPR2024-00355 · APJ Steven M Amundson · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood of proving any challenged claim unpatentable on the asserted anticipation or obviousness grounds.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“to institute an inter partes review. We may institute an inter partes review only if “the information presented in the petition filed under section 311 and any response filed under section 313 shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a) (2018). The “reasonable likelihood” standard is “a higher standard than mere notice pleading” but “lower than the ‘preponderance’ standard to prevail in a final written decision.” Hulu, LLC v. Sound View Innovations, LLC, IPR2018- 01039, Paper 29 at 13 (PTAB Dec. 20, 2019) (precedential).” slip op. at 2
- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Not reached
“Based on Apple Inc. v. Fintiv, Inc., IPR2020-00019, Paper 11 (PTAB Mar. 20, 2020) (precedential), Patent Owner argues that we should exercise our discretion under § 314(a) to deny institution in view of the Samsung litigation and the Qualcomm litigation. See Prelim. Resp. 10–22; supra § II.B. Petitioner argues that we should decline to exercise our discretion under § 314(a) to deny institution. See Pet. 82–84. For the reasons explained below, we determine that Petitioner has not demonstrated a reasonable likelihood that it would prevail in proving the unpatentability of at least one claim challenged in the Petition. See infra §§ IV.E–IV.I. Hence, we do not consider discretionary denial under § 314(a).” slip op. at 16
- Skill levelSkill level petitioner adoptedDecided for petitioner
“For purposes of analysis, we adopt Petitioner’s description of an ordinarily skilled artisan because it comports with the technology and claims of the ’893 patent as well as the asserted prior art. For instance, “a master’s degree” and “three years of work experience” would have allowed someone to understand the ’893 patent as well as the asserted prior art. See Ex. 1003 ¶ 32. Moreover, someone with a higher skill level will understand the technology at least as well as someone with a lower skill level. See Innovention Toys, LLC v. MGA Entm’t, Inc., 637 F.3d 1314, 1323 (Fed. Cir. 2011); Tokai Corp. v. Easton Enters., Inc., 632 F.3d 1358, 1369 (Fed. Cir. 2011). Hence, “it is generally easier to establish obviousness under a higher level of ordinary skill.” Kinetic Concepts, Inc. v. Smith & Nephew, Inc., 688 F.3d 1342, 1366 (Fed. Cir. 2012). We note that our analysis would not change if we adopted Patent Owner’s description of an ordinarily skilled artisan.” slip op. at 19
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner
“for “each data package comprising N data elements” is “significantly broader” than Petitioner’s proposed construction. See Pet. 9–10; Ex. 1026, 25; Ex. 1027 ¶ 164; Ex. 2034, 26. To decide whether Petitioner satisfies the “reasonable likelihood” standard for instituting trial, we must determine the meaning of “each data package comprising N data elements.” Based on the current record, we agree with Petitioner that “each data package comprising N data elements” means “every data package communicated by the network stations has a fixed size of N data elements.”” slip op. at 23
Claim construction§ 102 anticipation§ 103 obviousnessDiscretionary denialcites Phillips · KSR · GrahamPatents in suitUS 8,072,893 - PTAB · Dec 21, 2023 · IPR2023-01046 · APJ Jean R Homere · IPR · Institution
The Board instituted IPR on claims 1–14 and 16–19 on all asserted grounds, finding a reasonable likelihood of success on the obviousness grounds based on Chalom and Aslan, with Grau or Pace for certain claims.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“the information presented in the petition . . . and any response . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a) (2018). We have authority, acting on the designation of the Director, to determine whether to institute an inter partes review under 35 U.S.C. § 314 and 37 C.F.R. § 42.4(a) (2023). Based on the current record, and for the reasons explained below, we determine that Petitioner has established a reasonable likelihood that it would prevail with respect to at least one challenged claim. Accordingly, we institute inter partes review. slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Patent Owner does not contest Petitioner’s proffered definition of the level of ordinary skill in the art, but offers a definition of its own. Prelim. Resp. 9. Patent Owner contends that a person having ordinary skill in the art at the time of the invention “would have had at least a bachelor’s or master’s degree in electrical engineering, computer engineering, electrical and computer engineering, computer science, or similar educational background; or equivalent on-the-job training, including approximately two to three years of experience in machine learning and/or pattern recognition.” Id. (citing Ex. 2001 ¶ 21). Patent Owner asserts that the “level of skill is approximate and more experience would compensate for less formal education and vice versa.” Id. (citing Ex. 2001 ¶ 21). We note that the differences between the parties’ descriptions are immaterial and find Petitioner’s description to be consistent with the problems and solutions disclosed in the ’985 patent and prior art of record, and adopt it as our own for purposes of this Decision, albeit without the two instances of “at least,” which introduce ambiguity. See, e.g., In re GPAC Inc., 57 F.3d at 1579 (approving the determination of the level of ordinary skill in the art by appeal to the references of record).” slip op. at 14
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for petitioner
“Petitioner contends that it “applied plain and ordinary meanings of all terms and no express constructions are required here.” Pet. 5. Patent Owner “agrees with Petitioner that there are no claim terms that require construction for purposes of the Board’s decision on institution.” Prelim. Resp. 9. At this stage in the proceeding, and without further argument from the parties, we determine that we do not need to expressly construe any term for purposes of this Decision. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)) (only terms that are in controversy need to be construed, and then only to the extent necessary to determine whether to institute inter partes review). We note that this determination does not preclude the parties from arguing their proposed constructions of the claims during trial, as permitted by our rules and binding precedent. Indeed, the parties are hereby given notice that claim construction, in general, is an issue to be addressed at trial. A final determination as to claim construction will be made at the close of the proceeding, after any hearing, based on all the evidence of record.” slip op. at 16
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundInstituted
“related fields, in that they disclose similar techniques of using machine learning for image processing (e.g., using image data to train MLAs to correct the gaze of a video-conferencing user). Pet. 41–42 (citing Ex. 1005, 3:21–32; Ex. 1007 ¶ 24). Petitioner also contends both “Chalom and Aslan are at least reasonably pertinent to a problem identified in the ’985 Patent of high accuracy MLAs often consuming more computational resources and being slower to run, as compared to efficient MLAs tending to provide less accurate predictions.” Id. at 42 (citing Ex. 1001, 16:24–30; Ex. 1007 ¶ 45). Thus, “Chalom and Aslan are at least reasonably pertinent to this efficiency- 4 It has been held that where the claimed subject matter involves more than the simple substitution of one known element for another or the mere application of a known technique to a piece of prior art ready for the improvement, a holding of obviousness must be based on “an apparent reason to combine the known elements in the fashion claimed.” KSR, 550 U.S. at 417–18. That is, “there must be some articulated reasoning with some rational underpinning to support the legal conclusion of obviousness.” Id. at 418 (quoting In re Kahn, 441 F.3d 977, 988 (Fed. Cir. 2006)). Such reasoning can be based on interrelated teachings of multiple patents, the effects of demands known to the design community or present in the marketplace, and the background knowledge possessed by a person having ordinary skill in the art. Id. at 417–18. versus accuracy problem. Id. (citing Ex. 1005, 1:16–25, 9:48–55, 10:40–60, Fig. 3; Ex. 1007 ¶ 45; Ex. 1001, 16:24–44, 17:14–17; Ex. 1003 ¶ 212). Petitioner shows sufficiently for institution that a POSITA would have been motivated to incorporate Aslan’s teacher-student architecture into Chalom’s image editing and training of its RFC to enhance the overall gains in efficiency and accuracy of the ensuing system. Id. at 42–44 (citing Ex. 1003 ¶¶ 213–222; Ex. 1007 ¶ 44). For purposes of institution, we find that Petitioner’s rationale, which is supported by the testimony of Dr. Karam, is a sufficient demonstration, at this stage, of a motivation to combine the references with a reasonable expectation of success. KSR, 550 U.S. at 417–18. However, we note that Patent Owner’s arguments may have some merit, and encourage the parties to further develop this issue at trial.” slip op. at 37
Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · GrahamPatents in suitUS 10,740,985
Holdings, summaries, rulings, issues, outcomes, winners and claim constructions shown for a decision were generated by a large language model reading the opinion. They are a guide to the decision, not the decision. Confirm every one against the court's own text before relying on it. Outcomes read from the patent owner’s side. Party names are extracted from the decision and are missing on about 900 short Director denials and scans, which carry the trial number instead.