- Embody, Inc. / Zimmer Biomet Holdings, Inc. v. Lifenet HealthSome claims unpatentablePTAB · Aug 4, 2026 · IPR2025-00249 · APJ Michael J Fitzpatrick · IPR · Final written decision
Claims 1 and 4–8 are unpatentable: claims 1 and 4–6 as obvious over Huang2 and Kuo, and claims 7–8 as anticipated by Huang2; claims 2–3 were not shown unpatentable.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for patent owner
“(“POSITA”) “would be a Ph.D. student with a minimum of two years of experience in their faculty advisor’s laboratory” and would have an understanding of “electrospinning fibers, including for tissue engineering, tissue engineering techniques, and using/performing FFT analysis.” Pet. 20– 21 (citing Ex. 1003 § II.C7). Patent Owner does not dispute Petitioner’s proposal but specifies the set of disciplines within which the Ph.D. would have been earned, namely “bioengineering, chemical engineering, mechanical engineering, or a related engineering discipline.” PO Resp. 6. We adopt and apply Petitioner’s proposal as clarified by Patent Owner regarding the Ph.D. discipline.” slip op. at 7
- Claim Construction › Intrinsic evidence (Phillips canons) › Lexicography (patentee as own lexicographer)Term construed board ownDecided for patent owner
“At the outset, we agree with Patent Owner that the Specification purports to define “major peaks” in the following sentence: “The ‘major peaks’ herein refer to peaks higher than the average of the peaks in the result.” Ex. 1001, 13:28–29. We determine that this language satisfies at least two of the criteria set forth in Alnylam. Specifically, the sentence at “refers to” to explain what qualifies as major peaks. That is not the end of the inquiry, however, as we find there is still some ambiguity as to whether the patentee intended to define “major peaks” so as to require so-called “minor peaks” in the claimed invention. See Bell Atlantic, 262 F.3d at 1268 (“[T]he intrinsic evidence must ‘clearly set forth’ or ‘clearly redefine’ a claim term so as to put one reasonably skilled in the art on notice that the patentee intended to so redefine the claim term.”). Importantly, the Specification does not treat the existence of minor peaks as prerequisites for the existence of major peaks. Indeed, the Specification does not discuss “minor peaks” at all. See generally Ex. 1001. Likewise, none of the claims of the ’227 patent, whether challenged or unchallenged, recites “minor peaks” or any additional peaks beyond the disputed “major peaks.” Id. at 23:30–24:42. Nor does the Specification include an example of FFT analysis results in which the average of the peaks therein is calculated and those higher than the average are identified as major peaks.8” slip op. at 9
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundMixed
“Petitioner has the better position. Huang2 teaches crosslinking and provides a reason for doing so (stability). In particular, Huang2 states: “To better mimic skin ECM, electrospun collagen fibers have been fabricated, however, the rapid degradation and poor mechanical properties determine that either crosslinking or combination with other materials is necessary to obtain a stable scaffold.” Ex. 1005, 1791 (emphasis added). It is true that, in describing work actually carried out, Huang2 states that blending with PCL was performed and does not mention crosslinking. See id. at 1792 (“Nanofibrous matrices of PCL and Collagen at a weight ratio of 3:1 were fabricated using electrospinning as previously described.”). However, the prior art – here, Huang2 – is not limited to that which it describes having created. See In re Mills, 470 F.2d 649, 651 (C.C.P.A. 1972) (“a reference is not limited to the disclosure of specific working examples”); see also In re Lemelson, 397 F.2d 1006, 1009 (CCPA 1968) (“The use of patents as references is not limited to what the patentees describe as their own inventions or to the problems with which they are concerned. They are part of the literature of the art, relevant for all they contain.”); In re Fritch, 972 F.2d 1260, 1264 (Fed. Cir. 1992) (“It is well settled that a prior art reference is relevant for all that it teaches to those of ordinary skill in the art.”). Huang2 teaches two stabilization methods when using collagen in scaffolds. Huang2 states that one or the other “is necessary to obtain a stable scaffold” (when using collagen), but it does not preclude or teach away from using Patent Owner-cited testimony of Dr. Mikos is not as definitive as Patent Owner suggests; Dr. Mikos’s testimony is that a person of ordinary skill in the art “typically would not have done both.” Ex. 2015 ¶64 (emphasis added). The bottom line is that Huang2 teaches the person of ordinary skill in the art two ways to stabilize scaffolds/matrices comprised of collagen, provides a reason for doing so (stability), and does not teach away from using both. We are persuaded that a “scaffold comprising crosslinked fibers comprising collagen” would have been obvious in view of the cited teachings of Huang2.” slip op. at 33
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
“We are not persuaded by Appellant’s citations to either reference. As discussed above, Petitioner’s Ground 1 is premised on a person of ordinary skill in the art altering the native flat sheet structure of Huang2 by rolling it into a jelly-roll structure as taught by Kuo. See Pet. 41 (Beginning its claim 2 arguments with the following: “Claim 1 is obvious for the reasons expressed above in § X.A., supra, which are incorporated herein.”); see also Pet. Reply 17 (“[B]ased on the explicit teaching of Kuo, a POSA would have been motivated to take the electrospun flat scaffold made by the techniques of Huang2, seed it with the desired cells, and roll it to treat a tendon and ligament.” (emphasis added)). Indeed, the paragraphs of Kuo that Petitioner cites for disclosing “scaffold sheets,” explicitly describe rolling them into jelly-roll like structures. See Ex. 1018 ¶7 (stating that “the sheet is spirally contacting a scaffold sheet of fibrous material with a cell; and rolling the scaffold sheet in a jelly-roll like manner to form a spirally wound tissue construct”), ¶22 (describing a method comprising “forming a tissue construct by contacting a scaffold sheet of fibrous material with a cell; and rolling the scaffold sheet in a jelly-roll like manner to form a spirally wound tissue construct” and implanting it in a patient). Petitioner fails to argue that that “one or more elongated sheets” recited in claim 2 would encompass the rolled structure of its proposed modification. Nor does Petitioner articulate a claim construction argument that could support such an argument. Petitioner has failed to prove, by a preponderance of the evidence, that claim 2 would have been obvious over Huang2 and Kuo.” slip op. at 42
Patent outcomesUS 11,318,227 mixedClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · Markman · KSRPatents in suitUS 11,318,227 - Motorola Solutions, Inc. v. Sta Group LLCSome claims unpatentablePTAB · Mar 6, 2025 · IPR2023-01292 · APJ David C Mckone · IPR · Final written decision
Claims 1–4, 6–10, and 17–21 are unpatentable over Ohel; claims 5 and 11–16 were not shown unpatentable over Ohel or Nigawara.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“III. ANALYSIS A. Level of Skill in the Art Petitioner, relying on the testimony of Mr. Williams, contends that a person of ordinary skill in the art “would have had at least a bachelor’s degree in computer science, electrical engineering, or a similar field, and would have had approximately two years industry experience in networking or communication systems.” Pet. 3 (citing Ex. 1002 ¶¶ 55–58). Patent Owner does not dispute Petitioner’s proposal. PO Resp. 9. Petitioner’s proposal is consistent with the technology described in the Specification and the cited prior art. On the complete record, we adopt this level of skill.” slip op. at 9
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for petitioner
“We have considered the parties’ citations to the specification and find examples that support Petitioner’s view that the term “entity” is broad enough to encompass dispatchers and individual users. See e.g., Ex. 1001, 3:52–4:5, 7:18–20, Fig. 1). However, we find no disclosure that redefines “entity” or excludes dispatchers and individual users from the category of “entity.” Patent Owner’s best examples (e.g., Ex. 1001, 1:15–21, 3:59–62) are no more than non-limiting examples. On the complete record, we conclude that “entity” is broad enough to include dispatchers and individual users.” slip op. at 20
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableNot shown unpatentable
“have used a queue with Ohel’s system. This is insufficient because it does not provide evidence of a reason why a skilled artisan would have implemented Ohel’s system with a queue. See Auris Health, Inc. v. Intuitive Surgical Operations, Inc., 32 F.4th 1154, 1158 (Fed. Cir. 2022) (“The motivation-to-combine inquiry asks whether a skilled artisan ‘not only could have made but would have been motivated to make the combinations . . . of prior art to arrive at the claimed invention.’” (quoting Belden Inc. v. Berk- Tek LLC, 805 F.3d 1064, 1073 (Fed. Cir. 2015) (emphasis omitted))).” slip op. at 35
- Obviousness (§103) › Motivation to combine / reasonable expectation of success › HindsightNot reached
“have used a queue with Ohel’s system. This is insufficient because it does not provide evidence of a reason why a skilled artisan would have implemented Ohel’s system with a queue. See Auris Health, Inc. v. Intuitive Surgical Operations, Inc., 32 F.4th 1154, 1158 (Fed. Cir. 2022) (“The motivation-to-combine inquiry asks whether a skilled artisan ‘not only could have made but would have been motivated to make the combinations . . . of prior art to arrive at the claimed invention.’” (quoting Belden Inc. v. Berk- Tek LLC, 805 F.3d 1064, 1073 (Fed. Cir. 2015) (emphasis omitted))).” slip op. at 35
Patent outcomesUS 7,324,802 mixedClaim construction§ 103 obviousnesscites Phillips · GrahamPatents in suitUS 7,324,802 - Tesla, Inc. v. Autonomous Devices, LLCSome claims unpatentablePTAB · Jan 6, 2025 · IPR2023-01169 · APJ Barbara A Parvis · IPR · Final written decision
Claims 1, 2, and 4–20 are unpatentable over Thomas; claim 3 is not shown unpatentable. Substitute claims 22–36 are unpatentable, and substitute claim 21 is not reached.
RulingsFinal written decision- BurdenFwd mixedMixed
“g) Conclusion—Claim 1 Based on the arguments and evidence of record, we determine that” slip op. at 28
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableNot shown unpatentableMixed
“g) Conclusion—Claim 1 Based on the arguments and evidence of record, we determine that” slip op. at 28
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableNot shown unpatentableMixed
“with the computer program 110.” Ex. 1005, 3:54–55. Thomas describes that (1) the “collected data is then stored in the database 130,” (2) the collected “data is stored in a data structure, generally referred to as a user’s profile,” and (3) the collected “data is logically linked to an event, or situation, that initiated the user’s input.” Id. at 3:56–61. Thomas describes creating or establishing a user profile by simulator 120 recording “the user’s decision/input” and storing “the user’s input in the field or sub-profile associated with the particular situation and/or event.” Id. at 4:67–5:5, Fig. 6. Patent Owner does not dispute Petitioner’s showing for element [1.3]. Also, contrary to Patent Owner’s arguments, we must consider what Thomas discloses rather than whether Thomas uses the exact claim term “instruction sets.” Cf. Gleave, 560 F.3d at 1334 (a reference does not have to satisfy an ipsis verbis test to disclose a claimed element). For these reasons, we are not persuaded by Patent Owner’s argument that Thomas does not “mention instruction sets” or “anything related to an instruction set.” PO Resp. 36–37; PO Sur-reply 17.” slip op. at 42
- PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend, deniedDenied
“C. Indefiniteness Petitioner argues that proposed substitute claims 22–36 are indefinite.” slip op. at 72
Patent outcomesUS 10,607,134 mixed§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham · NautilusPatents in suitUS 10,607,134 - Tesla, Inc. v. Autonomous Devices, LLCSome claims unpatentablePTAB · Jan 3, 2025 · IPR2023-01172 · APJ Robert J Weinschenk · IPR · Final written decision
Claims 1–9, 11–14, 16–24, 26, 28, 29, and 31–34 are unpatentable as anticipated by Grotmol; claim 15 was not shown unpatentable because Grotmol does not disclose its required sequence.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art Petitioner argues that a person of ordinary skill in the art would have had “(1) a bachelor’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with two to three years of work experience in computer vision, image/video processing, and/or machine learning; or (2) a master’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with a focus in computer vision, image/video processing, and/or machine learning.” Pet. 3–4 (citing Ex. 1003 ¶ 41). Petitioner’s description of the level of ordinary skill in the art is supported by the testimony of Petitioner’s declarant, Dr. Jason Janet. Ex. 1003 ¶ 41. Patent Owner “adopts” Petitioner’s description of the level of ordinary skill in the art. PO Resp. 4–5. We also adopt Petitioner’s description for the purposes of this Decision.” slip op. at 5
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“The parties appear to agree that the term “connection” refers to a relationship, but dispute whether it includes a link. PO Resp. 7; Pet. Reply 23. We need not resolve this claim construction issue in order to resolve the parties’ disputes about the asserted ground of unpatentability. Specifically, as discussed below, even if we assume for the purposes of this Decision that the term “connection” means a “relationship that includes a link,” the asserted prior art still discloses the disputed claim limitation. See Section II.D.23.” slip op. at 6
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner
“We agree with Patent Owner that claim 15 requires modifying the first instruction set before determining the modified first instruction set based on an at least partial match between the new digital picture and the first digital picture. Claim 15 recites “modifying: the first one or more instruction sets” and “determining the modified the first one or more instruction sets . . . based on the at least partial match between the new one or more digital pictures and the first one or more digital pictures.” Ex. 1001, 162:65–163:15 (emphasis added). The phrase “the modified . . . instruction sets” in the determining limitation indicates an order because it refers back to the instruction sets modified in the modifying limitation. Id. Further, the phrase “based on the at least partial match” indicates that a partial match between the new picture and the first picture returns the modified first instruction set. Id. In order for a partial match to return the modified first instruction set, it is logical that the first instruction set previously was modified and correlated to the first picture. Id. Thus, claim 15 indicates that the modifying limitation is performed before the determining limitation. See Altiris, Inc. v. Symantec Corp., 318 F.3d 1363, 1369 (Fed. Cir. 2003) (“First, we look to the claim language to determine if, as a matter of logic or grammar, [the recited steps] must be performed in the order written.”).” slip op. at 8
- Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)§112(f) appliesDecided for petitioner
“3. Means-plus-function limitations Petitioner contends that the corresponding structure for the “means for receiving or generating a first one or more digital pictures,” the “means for receiving or generating a first one or more instruction sets for operating the first device,” and the “means for learning the first one or more digital pictures correlated with the first one or more instruction sets for operating the first device” in claim 34 is “one or more processor circuits.” Pet. 4 (citing Ex. 1001, 16:8–60). Patent Owner does not dispute Petitioner’s proposed construction. PO Resp. 11. We adopt Petitioner’s proposed construction for purposes of this Decision. D. Anticipation of Claims 1–9, 11–24, 26, 28, 29, and 31–34 by Grotmol Petitioner argues that claims 1–9, 11–24, 26, 28, 29, and 31–34 are” slip op. at 10
Patent outcomesUS 11,055,583 mixedClaim construction§ 102 anticipationPatents in suitUS 11,055,583 - Tesla, Inc. v. Autonomous Devices, LLCSome claims unpatentablePTAB · Dec 12, 2024 · IPR2023-01054 · APJ Russell E Cass · IPR · Final written decision
Claims 4 and 11 are unpatentable over Grotmol and Hickman; claims 5 and 7 are not shown unpatentable. Substitute claims 21 and 24–26 are unpatentable; claims 22 and 23 are not reached.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art Petitioner asserts that a person of ordinary skill in the art, 3 Patent Owner does not present objective evidence of nonobviousness in this proceeding. would have [had] at least: (1) a bachelor’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with two to three years of work experience in computer vision, image/video processing, and/or machine learning; or (2) a master’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with a focus in computer vision, image/video processing, and/or machine learning. Pet. 4 (citing Ex. 1002 ¶¶ 40–42). Patent Owner adopts Petitioner’s definition of a person of ordinary skill in the art. PO Resp. 6. Considering the subject matter of the ’974 patent, the background technical field, and the asserted prior art, we agree with Petitioner’s proposed qualifications for the person of ordinary skill in the art, except we decline to adopt “at least,” as that language is vague and open-ended. Otherwise, Petitioner’s proposed definition is consistent with the level of skill reflected in the specification of the ’974 patent and the asserted prior art references. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). Accordingly, except as noted above, we adopt Petitioner’s assessment” slip op. at 11
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“1. “connection” Claim 7 recites, in pertinent part, that “a first connection is generated” slip op. at 14
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMixed
“c) Conclusion—Claim 7 After consideration of the contentions and the evidence of record, we” slip op. at 52
- PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend granted in partGranted in part
“7 We recognize that our conclusion here differs from the preliminary determination made in our Preliminary Guidance. After considering the full trial record, including Patent Owner’s MTA Reply, Petitioner’s MTA Sur-reply, Patent Owner’s Sur-sur-reply, and the arguments made at the oral hearing, we find that Petitioner has satisfied its burden of showing that this claim limitation would have been obvious over the Grotmol-Hickman combination. When issuing our Preliminary Guidance, we emphasized that the views expressed therein were “preliminary,” “subject to change upon consideration of the complete record,” and “not binding on the Board when reaching a final written decision.” See Prelim. Guid. 3.” slip op. at 99
Patent outcomesUS 10,452,974 mixedClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,452,974 - Google LLC v. Nobots LLCSome claims unpatentablePTAB · Nov 29, 2023 · IPR2022-00940 · APJ Josiah C Cocks · IPR · Final written decision
Claims 1–17 and 20 are unpatentable; claims 18 and 19 were not shown unpatentable, because the asserted grounds failed to establish the required limitations for those claims.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner contends that a person of ordinary skill in the art at the time of the invention of the ’008 patent “would have had a bachelor’s degree in computer science or a related field with coursework relating to computer science, plus two years’ academic and/or industry experience in computer security. More education could substitute for experience, and vice versa.” Pet. 4 (citing Ex. 1003 ¶¶ 36–40). Patent Owner does not dispute this proposed level of skill. PO Resp. 2. We adopt Petitioner’s proposal as reasonable and consistent with 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).” slip op. at 8
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner
“In considering Patent Owner’s explanation, and upon further reflection, we agree with Patent Owner’s reading of the pertinent sentence. In that regard, consistent with the remainder of the Specification of the ’008 patent, it follows that the noted sentence does not alter the contours of “acquired” data to also encompass “passive” data where that premise is entirely absent from other portions of the Specification. Rather, as Patent Owner explains, the sentence is consistent with the understanding that it is “active data” that is connected to the word “acquired” and “passive data” that is connected to the word “available.” See, e.g., id. Patent Owner’s explanation alleviates the ambiguity that was postulated in the Institution Decision. We have considered Petitioner’s views to the contrary (see, e.g., Pet. Reply 21–25) but find them unavailing. In particular, Petitioner does not reconcile its position that, although acknowledging that “acquired data” is defined in the ’008 patent, the term “acquiring” is not so defined and should be regarded as an “individual word” whose meaning is somehow entirely unconnected to “acquired.” See, e.g., Pet. Reply 21. We note, as we did in the Institution Decision, that the ’008 patent states that “acquired data” and “its equivalents and verb forms” is “a type of active data.” See Inst. Dec. 30 (citing Ex. 1001, 3:25–32). We are not persuaded by Petitioner’s view (see, identifiable as a verb form of “acquired.” See PO Sur-reply 8. We determine that, in the context of the ’008 patent, it clearly is. Having considered the competing views of Petitioner and Patent Owner, we conclude that Patent Owner’s construction of the term “acquiring interest data” is consistent with, and supported by, the Specification of the ’008 patent. In that regard, we conclude that, as is advanced by Patent Owner, “acquiring interest data” must encompass the retrieval of some active data.” slip op. at 16
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable
“1–3 and 6–17 are found in Willner. Pet. 9–26. During trial, Patent Owner presented no arguments challenging Petitioner’s proposed ground of unpatentability of claims 1–3 and 6–17 based on Willner. During oral argument, upon questioning, counsel for Patent Owner expressed that “We did not present any arguments on Claims 1 to 3, 6 to 17 on Ground 1.” Tr. 30:3–4. We determine that Petitioner, via its Petition, has established adequately where all the features of claims 1–3 and 6–17 are present in Willner. See Pet. 9–26. Given that determination, and in the absence of any argument during trial challenging Petitioner’s ground of unpatentability based on Willner as to those claims, we conclude that Petitioner has shown by a preponderance of the evidence that claims 1–3 and 6–17 are unpatentable under 35 U.S.C. § 102 based on Willner.” slip op. at 19
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
“Here, we conclude that: (1) the parties’ recognized level of ordinary skill in the art (see Pet. 4; PO Resp. 2); (2) the knowledge of a skilled artisan as set forth by record evidence, including the teachings of Willner and Kitts; and (3) the nature of the problem addressed in both of those references, i.e., click fraud detection, all support a determination that a skilled artisan would have had adequate reasons to combine Willner and Kitts, and would have had a reasonable expectation in doing so. To that end, we find persuasive Petitioner’s arguments in the Petition as to the proposed reasoning to combine Willner and Kitts, and also credit Dr. Lopresti’s supporting testimony. See Pet. 28–29; Ex. 1003 ¶ 118. We are mindful of the contrasting testimony referenced by Patent Owner’s declarant, Dr. Russ. See, e.g., PO Resp. 38 (citing Ex. 2011 ¶¶ 107–110). Dr. Russ testifies that, in his view, there are “practical” and “technical” “considerations” in combining Willner and Kitts that a “POSA would have had to consider in determining whether a reasonable expectation of success exists, none of which are addressed or discussed in the Petition.” See Ex. 2011 ¶¶ 107–110. The example considerations listed by Dr. Russ are reproduced below: 1. How Kitts’ passive data could be collected and stored in conjunction with the mouse vector data already being collected by Willner; 2. How to collectively analyze fundamentally different types of data—Willner’s mouse vector data on one hand, and Kitts’ passive data on the other; 3. How to generate a useful confidence score that is more accurate than the scores already generated by Willner, again taking into consideration that passive data is a fundamentally different type of data than active data; assessment using the complex statistical model of Kitts; and 5. To what extent additional computer hardware would be necessary to enable the combined system to effectively operate and whether such hardware could be reasonably implemented, taking into consideration both cost and feasibility. Ex. 2011 ¶ 108. Those considerations are generally directed to collection and use of” slip op. at 36
Patent outcomesUS 9,595,008 mixedClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 9,595,008 - Ericsson Inc. v. Koninklijke KPN N.V.Some claims unpatentablePTAB · Oct 4, 2023 · IPR2022-00557 · APJ Kevin F Turner · IPR · Final written decision
Claims 1, 10–12, 21, 22, 24, and 25 are unpatentable as obvious; claims 2, 3, 6, and 8 were not shown unpatentable; the contingent motion to amend is denied.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“a person of ordinary skill in the art at the time of the invention “would be a person with a B.S. degree in electrical engineering, computer engineering, or equivalent training or job experience, with two years of experience in computer networking technology, or a Master’s degree in electrical engineering, computer engineering, or other equivalent degree.” Pet. 13 (citing Ex. 1003 ¶ 47). Patent Owner indicates that it does not challenge the qualifications proposed by Petitioner for a person of ordinary skill in the art. PO Resp. 14. We find Petitioner’s proposal consistent with the level of ordinary skill in the art reflected by the prior art of record, see Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001); In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995); In re Oelrich, 579 F.2d 86, 91 (CCPA 1978), and, therefore, we continue to adopt Petitioner’s unopposed position as to the level of ordinary skill in the art for purposes of this decision.” slip op. at 7
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner
“associated sessions” With respect to the limitation “associated sessions,” Patent Owner asserted that the ’669 Patent defines those sessions as those that “should not be managed independent from each another,” and continues to assert the same in its Response. PO Resp. 14–15 (quoting Ex. 1001, 7:37–38). Based on the recitations of the Specification, we construe “associated sessions” as “sessions that should not be managed independent from each other,” as proffered by Patent Owner. Ex. 1001, 7:37–38. slip op. at 8
- Prior constructionTerm construed board ownDecided for petitioner
“Patent Owner asserts that the United States District Court for the Eastern District of Texas rejected Petitioner’s proposed construction in the District Court Case, and following briefing and oral argument in that proceeding, the District Court concluded that “composition session” means “a signaling session that is separate from the associated sessions and that is for facilitating management of the associated sessions.” PO Resp. 16. Having reviewed the District Court’s determination, we do not discern a significant difference in scope between it and Petitioner’s formulation, and we, thus, adopt its construction of “composition session” in the analysis below.” slip op. at 9
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
“As such, we continue to determine that Petitioner has sufficiently established that an ordinarily skilled artisan would have had a rationale to combine the teachings of Foti with RFC 3261, RFC 4566, RFC 2326, Wright, and Lloyd, and would have had a reasonable expectation of success in achieving that combination, as we determined in the Institution Decision. See Inst. Dec. 17–18. We continue to be persuaded that one of ordinary skill in the art would have consulted and utilized disclosures in the RFC references to understand and implement the protocols disclosed by Foti. We are further persuaded by Petitioner’s arguments that such skilled artisans would have had a rationale to combine the teachings of Wright and Lloyd with those of Foti for the reasons provided. Petitioner has asserted that each of the supporting references would have been used by persons of ordinary skill in the art to modify or enhance the system described in Foti for the benefits described for the proposed changes. Absent reasons the references should not be combined, we determine that the motivation proffered by the Petition is sufficient to support the combination, under the preponderance of the evidence standard.” slip op. at 16
Patent outcomesUS 9,667,669 mixedClaim construction§ 103 obviousness§ 112 disclosurecites Phillips · KSR · GrahamPatents in suitUS 9,667,669 - NXP USA, Inc. v. Impinj, Inc.Some claims unpatentablePTAB · Dec 13, 2021 · IPR2020-01063 · APJ Ken B Barrett · IPR · Final written decision
Claims 1, 3–6, 8, 19, and 20 are unpatentable under §103; claims 2, 7, and 9 were not shown unpatentable because the proposed combinations were inadequately supported.
RulingsFinal written decision- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for petitioner
“Importantly, the Specification states that “[t]he [backscattered] combination is a code that is made from at least a portion of the first code, a portion of the second code, and in some embodiments include even more codes.” Id. at 14:34–37. Thus, the Specification makes clear that something labeled a “code” can consist of a plurality of data items also each labeled as a “code.” Mr. Fischer testifies, consistent with this, that “a code may comprise codes,” and explains, as an example, “an EPC code may comprise a company prefix code, an object class code, and a serial number code.” Ex. 1030 ¶ 2018; see Pet. Reply 1 (citing the same).” slip op. at 15
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Ex. 1003 ¶¶ 78–79; see Pet. 13. Patent Owner does not propose a different definition. See PO Resp. 12 (“While Patent Owner does not necessarily agree with this definition, it will accept Petitioner’s definition for the purpose of this response.”). Patent Owner’s expert, Dr. Durgin, for purposes of his opinion testimony, adopts Mr. Fischer’s definition. Ex. 2001 ¶ 24. We determine that the definition offered by Mr. Fischer comports with the technical level of the ’431 patent and the prior art of record. Cf. Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art itself may reflect an appropriate level of skill in the art). We apply Mr. Fischer’s description of the person of ordinary skill in the art.” slip op. at 12
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Other
“We agree that the Graham factors must be considered in an obviousness analysis, but we do not agree that the law requires the rigid application of Graham v Deere for which Patent Owner impliedly advocates. We do consider all of the Graham factors in our analysis, which is what Graham v. Deere and KSR require. Further, Patent Owner’s contention, at its core, is that Petitioner’s arguments and evidence are not persuasive. See PO Resp. 29 (“In the instant case, Petitioner has failed to provide persuasive evidence or argument concerning what differences exist between Schuessler and the claimed invention, what modification of Schuessler Petitioner proposes, and why the proposed modification would have been obvious.” (emphasis added; Patent Owner’s italicizing omitted)). We acknowledge that the Petition does, as Patent Owner notes (PO Resp. 29–30), assert that both Schuessler and Gen2 disclose or teach certain limitations. However, Petitioner’s articulated challenges explicitly or impliedly address the underlying factual matters identified in Graham adequately and clearly enough for an analysis of those challenges to be conducted and for Patent Owner to respond, as it has.” slip op. at 22
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundUnpatentable
“Patent Owner’s arguments are unavailing. The applicant’s disclosure of Bailey to the examiner does not negate the applicability of its teachings in this proceeding. We find the Petitioner’s recitation of the benefits of encryption to constitute an adequate and persuasive reason why a person of ordinary skill in the art would be motivated to combine Bailey with Schuessler and Gen2. Bailey identified a problem to be solved by its teachings—“EPC tags are vulnerable to counterfeiting or other types of cloning attacks.” Ex. 1023 ¶ 7. Mr. Fischer credibly and persuasively testifies regarding “the well-known problems associated with skimming and cloned tags” and that persons of ordinary skill in the art “viewed ‘[m]itigating the risk of tag cloning [as] an essential security goal in an RFID system.’” Ex. 1003 ¶¶ 246–249 (quoting Ex. 1024, 4). In contrast, Dr. Durgin applies an inappropriately rigid and narrow analysis, unpersuasively opining, for example, that there is nothing about Schuessler’s payload-length problem “that would lead a person of ordinary skill in the art to look to Bailey to fix deficiencies in Schuessler.” Ex. 2001 ¶ 106.” slip op. at 39
Patent outcomesUS 8,390,431 mixedClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,390,431 - Emerson Electric Co. v. Sipco, LLCSome claims unpatentablePTAB · Nov 28, 2018 · IPR2017-00359 · APJ Bryan F Moore · IPR · Final written decision
Claims 32, 34, 37–38, 55–57, and 59 are unpatentable over Cunningham; claims 1, 3–8, 11–14, 24–31, 36, 42, 43, 46–49, 51–54, and 60–64 were not shown unpatentable.
RulingsFinal written decision- BurdenNot shown unpatentable
“This argument is conclusory and not supported by sufficient evidence. Moreover, the stated conclusion is vague with respect to the limitation at issue. Petitioner argues that “the node 18 must translate messages” (id. (emphasis added)), but does not explicitly argue that all three recited pieces of information—“the select information, the transmitter identification information, and transceiver identification information”—must be translated. Even assuming Mason’s node must translate all three recited pieces of information, Petitioner does not show that all such translated pieces of information must be further transmitted to the AMR server over the WAN. In particular, Petitioner does not show that transceiver identification information would have to be further transmitted.” slip op. at 21
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner
“Moreover, we agree with Petitioner that such a construction is “non- specific, vague and unhelpful” in the context of the ’692 patent. Reply. 16. Patent Owner’s construction limits “low power” to signals having a “limited transmission range,” but provides no guidance of what “limited” means, or what its boundaries might be. Petitioner argues correctly that Patent Owner’s construction fails to address questions its proposed construction raises, such as, what a ‘limited’ transmission range means and how ‘limited’ the range must be (i.e., what the range’s distance should be), whether the transmission range depends on the particular system or application, and whether other factors should be considered in determining whether the transmission range is limited.” slip op. at 14
- Obviousness (§103) › Motivation to combine / reasonable expectation of successNot shown unpatentableNot shown unpatentable
“Notably, Petitioner says these contentions are “further evidence” but does not explain how this evidence is to be used to buttress Cunningham’s disclosure or how it is to be combined with Cunningham’s disclosure. Specifically, given the limited contentions in the Petition detailed above, Petitioner does not explain how Energy Management Services or the “routines” described in the Provisional send control signals from the computer to the actuator as required by the claims. For example, even if we to accept that the “Williams Network Control Center” creates control signals as required by the claim Petitioner has not explained how those signals are translated from network transfer protocol to RF signals and then translated to an analog signal that can be used at an actuator. Even though the ’978 Provisional is allegedly incorporated by reference, an obviousness determination still requires--“[w]hether a [obviousness challenge] is based on combining disclosures from multiple references, combining multiple embodiments from a single reference, or selecting from large lists of elements in a single reference[--] a motivation to make the combination and a reasonable expectation that such a combination would be successful, otherwise a skilled artisan would not arrive at the claimed combination.” In re Stepan Co., 868 F.3d 1342, 1346 n. 1 (Fed. Cir. 2017); c.f. Boston Sci. Scimed, Inc. v. Cordis Corp., 554 F.3d 982, 991 (Fed. Cir. 2009) (finding obviousness shown despite fact that “all of the limitations are found in two separate embodiments pictured side by side in the patent, not in one embodiment” because the party showed motivation to combine and reasonable likelihood of success). Additionally, “there must be evidence presented on the obviousness of the claim as a whole.” Circuit Check Inc. v. QXQ Inc., 795 F.3d 1331, 1337 (Fed. Cir. 2015) (citing KSR, 550 U.S. at 420, 127 S.Ct. 1727); see also Acorda Therapeutics, Inc. v. Roxane Labs., Inc., 903 F.3d 1310, 1352 (Fed. Cir. 2018) (“The determination of obviousness is made with respect to the subject matter as a whole, not separate pieces of the claim”). Here, the “routines” described in the ’978 Provisional work differently than the “utility prices” embodiment of Cunningham. Petitioner has not explained how those would work together to meet the claim limitations.” slip op. at 30
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableNot shown unpatentableMixed
“Patent Owner’s argument is inapposite, as it is premised on reading a limitation into the claims, namely that the information encoded in the RF signal must be translated in real time. Further, we agree with Petitioner, that even under such an erroneously narrow construction, Cunningham would meet the limitation. In that regard, Petitioner argues that, “although Cunningham discloses sending cumulative data readings, individual signals from the sensor are identified by the gateway and this information is then transmitted (with transmitter identification information) to a computer on the WAN.” Reply 6 (citing Ex. 1046 ¶¶31–32; Ex. 1004, 31:6–28). Petitioner argues, and we are persuaded, that “Cunningham explains that the ‘most current cumulative reading’ is the current absolute ‘reading’ (i.e., information signal) from the sensor (Ex. 1004, 13:44–46) and that two cumulative readings can be used to ‘interpolate’ and ‘recover’ a missed reading (i.e., a signal from the sensor).” Reply 7 (citing Ex. 1004, 13:44–56; 31:6–27; Pet. 75; Ex. 1002 ¶¶115, 152; Ex. 1046 ¶32). We are persuaded that Cunningham discloses this limitation. Lastly, claim 32 also recites “a computer configured to execute at least one computer program that formats and stores select information responsive to the electrical signal for retrieval upon demand from a remotely located device.” To meet this limitation, Petitioner accurately points out that “Cunningham discloses that[,] in response to receiving information from the sensor interface module through the data collection modules, the host module compiles the information into a user specified readable format and stores it for later retrieval upon demand from a customer computer or workstation.” Pet. 83 (citing Ex. 1004, 7:19–27, 44:12–41, 44:53–64, 46:44–61, 47:44–54, Ex. 1002 ¶¶138–140). Patent Owner does not contest that Cunningham discloses “a computer configured to execute at least one computer program that formats and stores select information responsive to the electrical signal for retrieval upon demand from a remotely located device.” See PO Resp. 22–29, 41–46. We are persuaded that Cunningham discloses this limitation. For the forgoing reasons, Petitioner has shown by a preponderance of” slip op. at 37
Patent outcomesUS 6,437,692 mixedClaim construction§ 102 anticipation§ 103 obviousnessPatents in suitUS 6,437,692 - Google LLC / Microsoft Corporation et al. v. Koninklijke Philips N.V.Some claims unpatentablePTAB · Sep 6, 2018 · IPR2017-00447 · APJ Robert J Weinschenk · IPR · Final written decision
Claims 1–11 are unpatentable as obvious over SMIL 1.0 and SMIL 1.0 with Hua; claims 12–16 were not shown unpatentable, and anticipation was not established for claims 1–7 and 9–13.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“II. ANALYSIS A. Level of Ordinary Skill in the Art Petitioner argues that a person of ordinary skill in the art would have had “an undergraduate degree in computer science or computer engineering, or the equivalent” and “3-5 years’ experience developing multimedia presentations using a markup language and/or developing software tools to automate the development of multimedia presentations, or equivalent academic experience (e.g., a master’s degree with a similar focus).” Pet. 15 (citing Ex. 1002 ¶ 23). Patent Owner does not dispute Petitioner’s definition of the level of ordinary skill in the art. See PO Resp. 10. Patent Owner also does not provide its own definition. See id. Based on the evidence of record, including the types of problems and solutions described in the ’806 patent and the asserted prior art, we adopt Petitioner’s definition of the level of ordinary skill in the art. Pet. 15; Ex. 1002 ¶¶ 22–23.” slip op. at 6
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner
“Ex. 1001, 5:54–55, 6:29–30. Petitioner proposes construing the phrase “a given segment of [a/the] media presentation” to mean “part or all of the media presentation.” Pet. 19. Petitioner argues that its proposed construction is supported by the claim language and specification of the ’806 patent. Id. at 17–19. Patent Owner proposes construing the phrase “a given segment of [a/the] media presentation” to mean “a media presentation with multiple segments.” PO Resp. 11. Patent Owner argues that its proposed construction is supported by the claim language and specification of the ’806 patent. Id. The dispute between the parties focuses on whether a media presentation can consist of only a single file or must have multiple segments. Pet. 17–19; PO Resp. 11. The ’806 patent consistently uses the term “segment” to indicate that a media presentation is divided into multiple segments. Ex. 1001, Abstract (“An electronic file, e.g., an MP3 file, is partitioned into a sequence of segments at the server side.”), 1:65–66 (“To this end the content file is split into multiple parts. Each part or segment requires a relatively short download time.”), 2:60–62, 2:67–3:2, 3:14–16, 3:31–33, 4:15–26 (“The segmentation of the content file into separately downloadable segments . . . .”), 4:35–38, Fig. 1. In contrast, the ’806 patent does not use the term “segment” to refer to a media presentation that consists of only a single file. Id. at 2:7–9. Therefore, because Patent Owner’s proposed construction is consistent with the specification of the ’806 patent, we construe the phrase “a given segment of [a/the] media presentation” to mean “a media presentation with multiple segments.”4” slip op. at 7
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“constraints.” Ex. 1001, 5:57, 6:33. Petitioner proposes construing the terms “system restraints” and “system constraints” to mean “constraints upon a system.” Pet. Reply 9. Petitioner argues that its proposed construction is supported by the specification of the ’806 patent. Id. at 9–11. Patent Owner proposes construing the terms “system restraints” and “system constraints” to mean “constraints on a system imposed by resources.” PO Resp. 14. Patent Owner argues that its proposed construction is supported by the specification of the ’806 patent. Id. For the reasons discussed below, we determine that Petitioner has shown by a preponderance of evidence that claims 1 and 9 are unpatentable even if we apply Patent Owner’s narrower proposed construction of the terms “system restraints” and “system constraints.” See infra Sections II.D.2, II.D.10. Therefore, we determine that it is unnecessary to resolve the parties’ dispute regarding the meaning of the terms “system restraints” and “system constraints” in order to resolve the parties’ disputes regarding the asserted grounds of unpatentability in this case. See Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (“[O]nly those terms 4 Our construction is consistent with the District Court’s determination that the term “media presentation” means “data having multiple segments.” Ex. 1014, 7. need be construed that are in controversy, and only to the extent necessary to resolve the controversy.”).” slip op. at 8
- Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)§112(f) appliesDecided for petitioner
“3. Means-Plus-Function Limitations Claim 12 recites several limitations that begin with the phrase “means for.” Ex. 1001, 6:41–62. The parties agree that these limitations of claim 12 are means-plus-function limitations. Pet. 19–20; PO Supp. Resp. 1–2. We address the means-plus-function limitations of claim 12 in detail below. See infra Sections II.C.2, II.D.13.” slip op. at 9
Patent outcomesUS 7,529,806 mixedClaim construction§ 102 anticipation§ 103 obviousnesscites PhillipsPatents in suitUS 7,529,806
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.