- Google LLC v. Ecofactor, Inc.Adverse judgmentPTAB · Oct 1, 2025 · IPR2025-00097 · APJ Brent M Dougal · IPR · Adverse judgment
The Board granted EcoFactor’s request for adverse judgment after it disclaimed claims 1–18 and terminated the proceeding.
RulingsAdverse judgment- Adverse judgmentAdverse judgmentGranted
“A party before the Board “may request judgment against itself at any time during a proceeding.” 37 C.F.R. § 42.73(b). “Cancellation or disclaimer of a claim such that the party has no remaining claim in the trial” constitutes a request for adverse judgment. 37 C.F.R. § 42.73(b)(2). As all claims of the ’394 Patent have been disclaimed, Patent Owner’s request for adverse judgment is granted, and the proceeding is terminated.” slip op. at 2
NonePatents in suitUS 11,835,394 - Google LLC / Cellco Partnership D/B/A Verizon Wireless et al. v. Headwater Research LLCAll claims unpatentablePTAB · Oct 1, 2025 · IPR2024-00943 · APJ Scott B Howard · IPR · Final written decision
Claims 2–23, 26, 41–60, 63, 64, 91–152, and 155–171 are unpatentable; Rao anticipates some claims, and the stated Rao combinations render the remaining claims obvious.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner argues that a person having ordinary skill in the art “would have at least a bachelor’s degree in computer science, computer engineering, or a similar field, and approximately two years of industry or academic experience in a field related to computer software development and/or computer networking.” Pet. 2 (citing Ex. 1015 ¶¶ 50–52). Petitioner further argues that “[w]ork experience can substitute for education, and additional education can substitute for work experience.” Id. at 2–3 (citing Ex. 1015 ¶¶ 50–52). Because Petitioner’s proposed level of ordinary skill in the art is consistent with the field of the invention of the ’541 patent and not disputed by Patent Owner (see PO Resp.), we adopt Petitioner’s formulation of the person having ordinary skill in the art.” slip op. at 12
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“Petitioner states “[n]o terms require construction to resolve this Petition.” Pet. 3. Patent Owner does not propose any claim constructions. See PO Resp. For the purposes of this Decision, we need not expressly construe any claim terms. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (noting that “we need only construe 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
- Expert testimonyPetitioner expert creditedDecided for petitioner
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableNot shown unpatentableMixed
“preponderance of the evidence that claim 3 was anticipated by Rao.” slip op. at 25
Patent outcomesUS 8,589,541 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,589,541 - Google LLC / Cellco Partnership D/B/A Verizon Wireless et al. v. Headwater Research LLCAll claims unpatentablePTAB · Oct 1, 2025 · IPR2024-00942 · APJ Scott B Howard · IPR · Final written decision
Claims 2–23, 26, 41–60, 63, 64, 91–152, and 155–171 are unpatentable; Rao anticipates some claims, and Rao-based combinations render the others obvious.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner argues that a person having ordinary skill in the art “would have at least a bachelor’s degree in computer science, computer engineering, or a similar field, and approximately two years of industry or academic experience in a field related to computer software development and/or computer networking.” Pet. 2 (citing Ex. 1015 ¶¶ 50–52). Petitioner further argues that “[w]ork experience can substitute for education, and additional education can substitute for work experience.” Id. at 2–3 (citing Ex. 1015 ¶¶ 50–52). Because Petitioner’s proposed level of ordinary skill in the art is consistent with the field of the invention of the ’541 patent and not disputed by Patent Owner (see PO Resp.), we adopt Petitioner’s formulation of the person having ordinary skill in the art.” slip op. at 12
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner states “[n]o terms require construction to resolve this Petition.” Pet. 3. Patent Owner does not propose any claim constructions. See PO Resp. For the purposes of this Decision, we need not expressly construe any claim terms. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (noting that “we need only construe 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
- Expert testimonyOther
“157, and 171 are anticipated by Rao. Pet. 1, 19–39, 42. Petitioner’s arguments are supported by citations to the prior art and the testimony of Dr. Wolfe. See id. We have reviewed Petitioner’s arguments and evidence, agree with them, and, therefore, adopt Petitioner’s arguments and evidence as our own.” slip op. at 26
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableNot shown unpatentableMixed
“anticipated by Rao. Pet. 1, 30–31, 33–42. We have reviewed Petitioner’s arguments for each of those dependent claims. See Pet. 30–31, 33–42. For each of those dependent claims, the Petition appears to only argue a theory of obvious. That is, the Petition never states that the additional limitation is disclosed by Rao. See id. For example, claim 26 depends from claim 1 and further recites “wherein the policy is based on a background service class.” Ex. 1001, 112:49–52. We reproduce Petitioner’s arguments directed to claim 26 below: Rao’s policies 520 may “define prioritization” for network packets “based on whether an application is running in the foreground or the background.” [Ex. 1002] ¶ 182; id. ¶¶ 38–43, 180, 182, 188–89, 193, Figs. 5A, 5B. Each packet “may be placed and arranged in a priority order respective to all other . . . packets to provide a packet by packet prioritization across all applications 338a-338n and . . . network packets.” Id. ¶ 191. It would have been obvious to determine and apply a policy assigning a specific priority to packets associated with background applications, supra [1e]-[1f], and Rao thus discloses or renders obvious assigning a priority to network communications based on whether they are characterized as background services (class of services associated with application(s) running in the background of client 105), EX-1015 ¶¶195-96; supra [1e], [1f]. Pet. 33–34. Although the Petition sets forth why the claim limitation would have been obvious, there is no discussion as to how the additional limitation of claim 26—policy based on background class—is disclosed in Rao. See id. Similar arguments are presented for the other claims. See Pet. 30–31, 35–42. Because the Petition does not sufficiently show how the additional limitations recited in claims 20, 26, 58, 64, 165, and 169 were disclosed by Rao, Petitioner has not shown by a preponderance of the evidence that claims 20, 26, 58, 64, 165, and 169 were anticipated by Rao.” slip op. at 28
Patent outcomesUS 8,589,541 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,589,541 - Comcast Cable Communications, LLC v. Entropic Communications, LLCSome claims unpatentablePTAB · Sep 5, 2025 · IPR2024-00431 · APJ Jon M Jurgovan · IPR · Final written decision
Claims 1, 3, and 4 are unpatentable as obvious over Afshary and Mirfakhraei; claim 2 was not shown unpatentable over either asserted combination.
RulingsFinal written decision- Skill levelSkill level board ownDecided for petitioner
“Patent Owner’s proposal to limit a POSITA’s education and experience to “broadband networks over coaxial cables” is too narrow. Although Patent Owner points to various parts of the ’518 patent as supporting its restrictive proposal, other parts of the patent are not so limited. For example, the patent’s technical field and summary are not limited to coaxial cable, and the patent discusses twisted pair wiring and satellite communications as media that can be used. See, e.g., Ex. 1001, 1:27–29, 3:33–35, 3:49–50, 3:67–4:3, 5:61–6:3, 8:20–23, 9:28–33. Accordingly, we adopt the following level of ordinary skill in the art for use in this Decision: A POSITA would have a bachelor’s degree in electrical engineering, computer engineering, or a related field, and two to four years of experience with broadband communication networks. Additional professional experience could substitute for education, and additional education could substitute for professional experience. We find that this skill level is consistent with the problems and solutions identified in the ’518 patent and the prior art references asserted by Petitioner. In addition, we find the adopted skill level consistent with the education and experience that a POSITA would have had. See In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citing Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986)) (citing factors to consider when determining level of ordinary skill in the art).” slip op. at 15
- Expert testimonyDecided for petitioner
“We determine that Mr. Bertonis and Mr. Garrett had at least the skill level of a POSITA at the time they submitted their declarations and testimony in this case. Ex. 1002 ¶¶ 4–15, Appx. A; Ex. 2001 ¶¶ 8–12, Appx. A; cf Osseo Imaging, LLC v. Planmeca USA Inc., 116 F.4th 1335 1341 (Fed. Cir. 2024) (“An expert need not have acquired that skill level prior to the time of the invention to be able to testify from the vantage point of a person of ordinary skill in the art.”). Accordingly, we see no reason to disregard the testimony of either on the basis that they do not have a POSITA’s skill level.” slip op. at 45
- Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)§112(f) appliesTerm construed petitioner constructionDecided for petitioner
“Because an assessment of whether the prior art discloses a means- plus-function limitation depends not only on the presence of the recited function but also the structure that performs that function as described in the patent’s specification, we address Petitioner’s undisputed contentions for the means-plus-function limitations below.” slip op. at 12
- Obviousness (§103) › Analogous artAnalogous artDecided for petitioner
“We conclude that Petitioner has shown by preponderant evidence that Mirfakhraei is in the same field of endeavor as the ’518 patent, i.e., “broadband communication networks.” Mirfakhraei is thus analogous art because it is in the same field of endeavor as the ’518 patent.” slip op. at 27
Patent outcomesUS 7,295,518 mixedClaim construction§ 103 obviousnesscites GrahamPatents in suitUS 7,295,518 - Comcast Cable Communications, LLC v. Entropic Communications, LLCAll claims unpatentablePTAB · Sep 3, 2025 · IPR2024-00441 · APJ Aaron W Moore · IPR · Final written decision
Claims 1–18 are unpatentable over Kamieniecki and Konstantinos; Petitioner did not show claims 1–18 unpatentable over Renken or Renken and Cholas because Renken is not prior art.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Level of Ordinary Skill in The Art Petitioner contends that a person having ordinary skill in the art “would have had a degree in electrical engineering or a similar discipline, and three-to-four years of experience working with television signal processing and communication 1 Because the challenged claims have an effective filing date before the effective date of the AIA, we apply the pre-AIA version of 35 U.S.C. § 103. 2 US 2005/0114879 A1, published May 26, 2005 (Ex. 1009). 3 US 2010/0120386 A1, published May 13, 2010 (Ex. 1010). 4 US 2010/0303181 A1, published Dec. 2, 2010 (Ex. 1016). 5 US 2008/0313691 A1, published Dec. 18, 2008 (Ex. 1017). 6 US 8,649,421 B2, issued Feb. 11, 2014 (Ex. 1011). systems,” and that “[a]dditional education may substitute for professional experience and significant work experience may substitute for formal education.” Pet. 30 (citing Ex. 1002 ¶¶ 40–42). “Patent Owner accepts the Petition’s [description of a person of ordinary skill] solely for purposes of responding to the Petition in this proceeding.” PO Resp. 11. Based on our review of the record before us, we determine that Petitioner’s stated level of ordinary skill in the art is reasonable because it appears consistent with the evidence of record, including the asserted prior art. Accordingly, we apply Petitioner’s definition in this Decision. B.” slip op. at 8
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“On the present record, we do not discern a need to construe explicitly any claim language because doing so would have no effect on our analyses and will not assist in resolving the present controversy between the parties. 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)). C.” slip op. at 9
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundDecided for petitioner
“We agree that the record provides sufficient evidence that one of ordinary skill in the art would have found it advantageous to add a multi-channel receiver to improve monitoring, as Petitioner argues. Having the ability to monitor without waiting for idle or disturbing users would be a clear advantage.” slip op. at 18
- Obviousness (§103) › Objective indicia / secondary considerations › NexusObjective indicia no nexusDecided for petitioner
“We conclude that Patent Owner has not shown a sufficient nexus between the claimed invention and any product embodying the claimed invention that was successful, praised, or solved a long-felt need. Patent Owner identifies five elements allegedly required “[t]o implement MaxLinear’s Remote Spectrum Monitoring in CPE.” See PO Resp. 65. To support this, Patent Owner cites pages 5–7 of Exhibit 2009. See id.7 That exhibit, however, describes requirements for “Full Band Capture,” not MaxLinear’s “Remote Spectrum Monitoring.” To” slip op. at 31
Patent outcomesUS 8,792,008 unpatentableClaim construction§ 102 anticipation§ 103 obviousnessPatents in suitUS 8,792,008 - PTAB · Aug 27, 2025 · IPR2025-00574 · APJ Beth Z Shaw · IPR · Institution
The Board instituted IPR of claims 1–7 on all asserted grounds after finding a reasonable likelihood that Petitioner would prevail on claim 1 over Choe and Workman.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“For purposes of institution, we find sufficient Dr. Darrell’s testimony that a person of ordinary skill in the art would have been motivated to combine Choe and Workman because Workman discloses predictive models to identify the horizon line (Ex. 1003 ¶ 146), and additionally, because using Workman’s model to identify the horizon line would have been combining known elements (CNNs and annotation for camera calibration) according to known methods to yield predictable results and used known techniques (CNNs) to improve similar devices in the same way. Pet. 48 (citing Ex. 1003 ¶ 150). We find sufficient for institution Dr. Darrell’s testimony that because these models were well known, a person of skill in the art would have had a reasonable expectation of success in combining the teachings of Choe and Workman to achieve the method of claim 1. Id. at 49 (citing Ex. 1003 ¶ 150). We have reviewed Mr. Andrews’s testimony to the contrary (Ex. 2003 ¶¶ 71–80) but, at this stage, do not find it persuasive. For example, to the extent Patent Owner and Mr. Andrews assert that Choe does not identify any “shortcomings” that would motivate a POSITA to look for a better approach like that of Workman (see Prelim. Resp. 29; Ex. 2003 ¶ 74), we note that it is “not necessary to show that a combination is ‘the best option, only that it be a suitable option,’” and “if a technique has been used to improve one device, and a person of ordinary skill in the art would recognize that it would improve similar devices in the same way, using the technique is obvious unless its actual application is beyond his or her skill,” Intel Corp. v. Qualcomm Inc., 21 F.4th 784, 800 (Fed. Cir. 2021) (citations omitted). Thus, at this stage and on this record, we preliminarily agree that the combination of Choe and Workman teaches the subject matter of limitation [1B] sufficiently to meet Petitioner’s burden on institution.” slip op. at 11
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundInstituted
“For purposes of institution, we find sufficient Dr. Darrell’s testimony that a person of ordinary skill in the art would have been motivated to combine Choe and Workman because Workman discloses predictive models to identify the horizon line (Ex. 1003 ¶ 146), and additionally, because using Workman’s model to identify the horizon line would have been combining known elements (CNNs and annotation for camera calibration) according to known methods to yield predictable results and used known techniques (CNNs) to improve similar devices in the same way. Pet. 48 (citing Ex. 1003 ¶ 150). We find sufficient for institution Dr. Darrell’s testimony that because these models were well known, a person of skill in the art would have had a reasonable expectation of success in combining the teachings of Choe and Workman to achieve the method of claim 1. Id. at 49 (citing Ex. 1003 ¶ 150). We have reviewed Mr. Andrews’s testimony to the contrary (Ex. 2003 ¶¶ 71–80) but, at this stage, do not find it persuasive. For example, to the extent Patent Owner and Mr. Andrews assert that Choe does not identify any “shortcomings” that would motivate a POSITA to look for a better approach like that of Workman (see Prelim. Resp. 29; Ex. 2003 ¶ 74), we note that it is “not necessary to show that a combination is ‘the best option, only that it be a suitable option,’” and “if a technique has been used to improve one device, and a person of ordinary skill in the art would recognize that it would improve similar devices in the same way, using the technique is obvious unless its actual application is beyond his or her skill,” Intel Corp. v. Qualcomm Inc., 21 F.4th 784, 800 (Fed. Cir. 2021) (citations omitted). Thus, at this stage and on this record, we preliminarily agree that the combination of Choe and Workman teaches the subject matter of limitation [1B] sufficiently to meet Petitioner’s burden on institution.” slip op. at 11
- Skill levelOther
“would have had a Bachelor’s in Computer Science with a focus on computer/machine vision, and at least two years of experience with each of: (1) machine learning (including neural network) methods as applied to machine/computer vision and (2) classical machine/computer vision algorithms (e.g., edge detection, line identification, computation of camera parameters from horizon line, etc.)” and that additional education “could serve as a substitute for the experience requirement.” Pet. 7–8 (citing Ex. 1003 ¶ 77). Patent Owner disagrees with Petitioner’s definition and asserts that a POSITA “would have a bachelor’s degree in engineering or computer science with one- or two-years training and/or experience in design of software for camera/sensor systems in the automotive industry.” Prelim. Resp. 12 (citing Ex. 2003 (Declaration of Scott Andrews) ¶ 35). We determine that no express finding is necessary, on the present record, and that the level of ordinary skill in the art is 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). The difference in how each party characterizes a POSITA’s work experience does not change our analysis or conclusions based on the present record. Should the parties continue to disagree regarding the level of ordinary skill in the art during trial, we encourage the parties to explain how an automotive-focused definition, or the lack thereof, would affect any obviousness analysis in our final written decision. B. slip op. at 5
- Expert testimonyOther
“For purposes of institution, we find sufficient Dr. Darrell’s testimony that a person of ordinary skill in the art would have been motivated to combine Choe and Workman because Workman discloses predictive models to identify the horizon line (Ex. 1003 ¶ 146), and additionally, because using Workman’s model to identify the horizon line would have been combining known elements (CNNs and annotation for camera calibration) according to known methods to yield predictable results and used known techniques (CNNs) to improve similar devices in the same way. Pet. 48 (citing Ex. 1003 ¶ 150). We find sufficient for institution Dr. Darrell’s testimony that because these models were well known, a person of skill in the art would have had a reasonable expectation of success in combining the teachings of Choe and Workman to achieve the method of claim 1. Id. at 49 (citing Ex. 1003 ¶ 150). We have reviewed Mr. Andrews’s testimony to the contrary (Ex. 2003 ¶¶ 71–80) but, at this stage, do not find it persuasive. For example, to the extent Patent Owner and Mr. Andrews assert that Choe does not identify any “shortcomings” that would motivate a POSITA to look for a better approach like that of Workman (see Prelim. Resp. 29; Ex. 2003 ¶ 74), we note that it is “not necessary to show that a combination is ‘the best option, only that it be a suitable option,’” and “if a technique has been used to improve one device, and a person of ordinary skill in the art would recognize that it would improve similar devices in the same way, using the technique is obvious unless its actual application is beyond his or her skill,” Intel Corp. v. Qualcomm Inc., 21 F.4th 784, 800 (Fed. Cir. 2021) (citations omitted).” slip op. at 11
§ 103 obviousnessPatents in suitUS 11,875,580 - Comcast Cable Communications, LLC v. Entropic Communications, LLCSome claims unpatentablePTAB · Aug 15, 2025 · IPR2024-00442 · APJ Jon M Jurgovan · IPR · Final written decision
Claims 1–4, 9–13, and 18 are unpatentable as obvious; claims 5–8 and 14–17 were not shown unpatentable over the asserted grounds.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Patent Owner “accepts” Petitioner’s proposed level of skill in the art “solely for purposes of responding to the Petition.” PO Resp. 11. We adopt and apply Petitioner’s proposed skill level because it is consistent with the problems and solutions identified in the ’826 patent and the prior art references asserted by Petitioner. In addition, we find the adopted skill level consistent with the education and experience that a POSITA would have had. See In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citing Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986)) (citing factors to consider when determining level of ordinary skill in the art).” slip op. at 10
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Plain and ordinary meaningDecided for patent owner
“As there is no controversy between the parties regarding any claim language that we would need to resolve in order to render our decision in this case, we apply the ordinary and customary meaning of the claim terms without specific construction. See Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (only claim terms in controversy need to be construed, and only to the extent necessary to resolve the controversy).” slip op. at 12
- Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)§112(f) does not applyDecided for petitioner
“In addition, Petitioner contends that the ’826 patent’s claims are not recited in means-plus-function form under § 112 ¶ 6. Pet. 25. Because the word “means” does not appear in the claims of the ’826 patent, there is a presumption that the claims do not recite means-plus-function limitations under § 112 ¶ 6. Williamson v. Citrix Online, LLC, 792 F.3d 1339, 1348 (Fed. Cir. 2015) (en banc in relevant part). Since neither party offers any argument or evidence to contravene this presumption, we do not construe any claim term as means-plus-function in rendering our decision.” slip op. at 12
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundDecided for petitioner
“Although Patent Owner argues that adding Konstaninos’s multi- channel functionality to Kamieniecki’s single-channel device would increase costs and complexity, Patent Owner overlooks that multi-channel functionality would also increase the STB’s capabilities. In any case, “a given course of action often has simultaneous advantages and disadvantages, and this does not necessarily obviate a motivation to combine.” General Elec. Co. v. Raytheon Tech. Corp., 983 F.3d 1334, 1351 (Fed. Cir. 2020) (citing Medichem, S.A. v. Rolabo, S.L., 437 F.3d 1157, 1165 (Fed. Cir. 2006)). Furthermore, Petitioner presents preponderant evidence that the market demand was such that customers would have desired an STB with multi-channel functionality even though it would cost more than a basic STB. Pet. Reply 6–8 (citing Ex. 1010 ¶¶ 1, 11, 16, 102–104; Ex. 1032 ¶¶ 5–6; Ex. 1033, 27:6–29:23; Ex. 2013 ¶¶ 70, 108). Konstantinos expressly teaches that the “evolving market for data and programming services will demand that receivers have the capability of multi-channel tuning.” Ex. 1010 ¶ 1. Petitioner has thus established that there was market demand that would have led a POSITA to improve Kamieniecki with Konstantinos’s multi-carrier capability. See KSR, 550 U.S. at 418 (“Often, it will be necessary for a court to look to interrelated teachings of multiple patents; the effects of demands known to the design community or present in the marketplace; and the background knowledge of a [POSITA], all in order to determine whether there was an apparent reason to combine the known elements in the manner claimed by the patent at issue.” (emphasis added)). Moreover, we agree with Petitioner that Konstantinos addresses the cost and complexity issues that Patent Owner asserts are problematic. Pet. 35–36; Pet. Reply 8–9 (citing Ex. 1010 ¶¶ 102, 105–106). For example, Konstantinos teaches that breaking up the original signal into smaller subsignals decreases the required sampling rate for each band since interleaved lower-rate samplers can be used, which reduces power consumption and interference, and enables conventional digital channel selection methods to be used for fine selection of one channel from a band of channels. Ex. 1010 ¶¶ 102, 104105. In addition, Konstantinos teaches reducing cost and complexity through a single chip solution. Ex. 1002 ¶ 150; Ex. 1010 ¶ 44. Hence, we do not see the cost or complexity issues that Patent Owner mentions as barriers that would have prevented a POSITA from making the combination. Similarly unavailing is Patent Owner’s stance that Kamieniecki is satisfactory for the applications for which it is designed such that a POSITA would not seek to improve it with Konstantinos. PO Sur-Reply 8–11. Konstantinos recognizes the market demand for multi-channel functionality, so adding this capability to Kamieniecki’s single-channel device would have been a natural thing for the POSITA to pursue in light of the advantages afforded thereby. Ex. 1010 ¶ 1; KSR, 550 U.S. at 420 (“any need or problem known in the field of endeavor at the time of the invention and addressed by the patent can provide a reason for combining the elements in the manner claimed”).” slip op. at 17
Patent outcomesUS 9,825,826 mixedClaim construction§ 103 obviousnesscites GrahamPatents in suitUS 9,825,826 - Wiz, Inc. v. Orca Security Ltd.Institution deniedPTAB · Aug 1, 2025 · IPR2025-00442 · APJ Garth D Baer · IPR · Institution
The Board denied institution because Patent Owner statutorily disclaimed all challenged claims, 1–20.
RulingsInstitution decision- Adverse judgmentAdverse judgmentDenied
“May 22, 2025, after Petitioner filed its Petition, Patent Owner filed a statutory disclaimer, disclaiming claims 1–20 of the ’154 patent. Ex. 2001. Under our rules, “[n]o inter partes review will be instituted based on disclaimed claims.” 37 C.F.R. § 42.107(e); see Gen. Elec. Co. v. United Techs. Corp., IPR2017-00491, Paper 9 (PTAB July 6, 2017) (explaining how Rule 42.107(e) operates in the case of a pre-institution disclaimer of all claims) (precedential). Because we cannot institute trial on disclaimed claims and Patent Owner has disclaimed all of the challenged claims, we do not institute an inter partes review of claims 1–20.” slip op. at 2
NonePatents in suitUS 11,627,154 - Wiz, Inc. v. Orca Security Ltd.Institution deniedPTAB · Jul 25, 2025 · IPR2025-00441 · APJ Garth D Baer · IPR · Institution
The Board denied institution because Patent Owner disclaimed all challenged claims 1–34.
RulingsInstitution decision- Adverse judgmentAdverse judgmentOther
“22, 2025, after Petitioner filed its Petition, Patent Owner filed a statutory disclaimer, disclaiming claims 1–34 of the ’798 patent. Ex. 2001. Under our rules, “[n]o inter partes review will be instituted based on disclaimed claims.” 37 C.F.R. § 42.107(e); see Gen. Elec. Co. v. United Techs. Corp., IPR2017-00491, Paper 9 (PTAB July 6, 2017) (explaining how Rule 42.107(e) operates in the case of a pre-institution disclaimer of all claims) (precedential). Because we cannot institute trial on disclaimed claims and Patent Owner has disclaimed all of the challenged claims, we do not institute an inter partes review of claims 1–34.” slip op. at 2
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied
“22, 2025, after Petitioner filed its Petition, Patent Owner filed a statutory disclaimer, disclaiming claims 1–34 of the ’798 patent. Ex. 2001. Under our rules, “[n]o inter partes review will be instituted based on disclaimed claims.” 37 C.F.R. § 42.107(e); see Gen. Elec. Co. v. United Techs. Corp., IPR2017-00491, Paper 9 (PTAB July 6, 2017) (explaining how Rule 42.107(e) operates in the case of a pre-institution disclaimer of all claims) (precedential). Because we cannot institute trial on disclaimed claims and Patent Owner has disclaimed all of the challenged claims, we do not institute an inter partes review of claims 1–34. III. ORDER Accordingly, it is: ORDERED that the Petition is denied as to the challenged claims of the ʼ798 patent; and FURTHER ORDERED that no inter partes review is instituted.” slip op. at 2
NonePatents in suitUS 11,868,798 - DISH Network LLC v. Entropic Communications, LLCAll claims unpatentablePTAB · Jul 22, 2025 · IPR2024-01059 · APJ Jon M Jurgovan · IPR · Final written decision
Claims 1 and 3 are unpatentable as obvious over Kliger and Isaksson, and over Amit, Jacobsen, and Isaksson.
RulingsFinal written decision- Skill levelSkill level board ownDecided for petitioner
“Although Patent Owner points to various parts of the ’518 patent as supporting its proposal, other parts of the patent are not so limited. For example, the ’518 patent repeatedly mentions prior art patents disclosing communication techniques applied to twisted pair wiring, including discrete multi-tone (DMT) modulation and bit loading. Ex. 1001, 3:49–50, 3:67–4:2, 8:19–26. The patent further mentions that its data network overlays cable or satellite services. See, e.g., id. at 5:1–6. Thus, a POSITA would not be limited to experience only with “coaxial cables” as opposed to work involving signal processing and/or communication systems/networks more generally. The ’518 patent describes the “Technical Field” as “broadband communication networks and specifically . . . communications using coaxial cable building wiring.” Id. at 1:25–30. We find it appropriate here to use the broader statement of “broadband communication networks” as the field of a POSITA’s experience. The challenged claims of the ’518 patent relate to a “data communication network” comprising “cable wiring” with “segments of coaxial cable.” Id. at 12:16–19. This does not mean that the “cable wiring” is strictly coaxial—only that it includes segments that are.” slip op. at 11
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Plain and ordinary meaningOther
“Petitioner contends that the challenged claims are “obvious under any reasonable interpretation,” so “no express constructions are required.” Pet. 3. Patent Owner does not offer construction of any claim term, so there is no dispute over claim construction that we need to resolve. We apply the ordinary and customary meanings consistent with 37 C.F.R. § 42.100(b).” slip op. at 12
- Obviousness (§103) › Analogous artAnalogous artDecided for petitioner
“The ’518 patent seeks to overcome channel impairments by using probe messages to characterize the communication channel and determine optimum bit loading. Ex. 1001, code (57). These impairments include signal reflections, ISI, and signal attenuation. Pet. Reply 9–10 (citing Ex. 1001, 3:5–19). Similarly, Isaksson estimates channel characteristics by periodic transmission of a base sync frame from one transceiver to another where it is compared with a reference frame. Ex. 1013, 10. Isaksson’s channel characteristics may include attenuation, phase shifting, and variance, which are similar to the problems identified in the ’518 patent. Id. Both the ’518 patent and Isaksson address the problem of ISI by using bit loading to transmit data using sub-carriers less affected. Ex. 1001, 3:5–20; Ex. 1013, 16, 35, 79. Hence, we find the problems identified in the ’518 patent and Isaksson of how to overcome channel impairments reasonably pertinent such that Isaksson is analogous art to the ’518 patent. We find unavailing Patent Owner’s arguments that the ’518 patent is specific to in-home networks with coaxial cables and splitters whereas Isaksson is restricted to twisted pair, point-to-point networks having no intervening devices and which are located outside of homes. PO Resp. 15– 20; PO Sur-Reply 21–24. Any such differences do not change the fundamental nature of the problems of noise and interference affecting these environments. Such differences go more toward the field of endeavor than the reasonable pertinence of the problems each address. See Pet. Reply 10 (citing Donner Tech., LLC v. Pro Stage Gear, LLC, 979 F.3d 1353, 1360 (Fed. Cir. 2020)). Specifically, both the ’518 patent and Isaksson address the problem of channel impairments such as interference (e.g., ISI) and noise, and use the solution of bit loading to overcome them. See, e.g., Ex. 1001, 4:42–47; Ex. 1013, 1:3–7, 6:17–20, 16:10–16, 79:5–14. Hence, we find that the ’518 patent and Isaksson are analogous art because Isaksson is reasonably pertinent to the problems addressed in the ’518 patent notwithstanding Patent Owner’s arguments. We do not reach the question of whether the two are in the same field of endeavor.” slip op. at 17
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundDecided for petitioner
“Kliger identifies the problems of splitter reflections causing inter- symbol interference, external noise, and dynamic network conditions adversely affecting home network communications. Pet. 23–24 (citing Ex. 1007 ¶ 73; Ex. 1010, 5; Ex. 1004 ¶¶ 65–68). Isaksson teaches using multi-carrier modulation, such as DMT and OFDM, to address frequency dependent loss and noise using synchronized bit-loading based on carrier SNR. Id. at 24 (citing Ex. 1004 ¶ 69; Ex. 1013, code (57), 26:4–20). We agree with Petitioner that the combination of Kliger and Isaksson amounts to the use of known techniques (Isaksson’s synchronized bit-loading) to improve similar devices in the same way (overcoming interference and maintaining connections with other modems). Id. at 26–27 (citing KSR, 550 U.S. at 415–421). We do not agree with Patent Owner’s argument that Kliger already solves the issues that Petitioner identifies such that a POSITA would not have looked to Isaksson’s synchronized bit-loading. PO Resp. 50. Petitioner has established that Isaksson’s solutions would improve Kliger’s modulation by determining the number of bits-per-carrier based on SNR, disabling noisy carriers, and synchronizing bit loading. Pet. 23–28; Pet. Reply 23–24. Hence, a POSITA would have been motivated to improve Kliger with Isaksson. See KSR, 550 U.S. at 417 (“if a technique has been used to improve one device, and a [POSITA] would recognize that it would improve similar devices in the same way, using the technique is obvious unless its actual application is beyond his or her skill”). Patent Owner alleges that Kliger’s network is coaxial whereas Isaksson’s is point-to-point, twisted pair with no intermediary devices such as splitters which would cause the interference, noise, and attenuation that the ’518 patent addresses. PO Resp. 50–55. However, we do not agree that these alleged differences would have precluded a POSITA from making the combination of references. “Signal impairments such as reflections, noise, attenuation, and inter-symbol interference (ISI) are common challenges in nearly all communication mediums.” Ex. 1036 ¶¶ 23–27. Communication networks experience these challenges, whether point-to-point or shared, twisted pair or coaxial, in-home or out-of-home, with or without splitters. Id. As Petitioner’s expert, Dr. Williams, puts it, “a POSITA can draw from the same toolbox of known solutions to address these impairments regardless of the medium.” Id. ¶ 27. Among those solutions is Isaksson’s approach of synchronized bit-loading. Moreover, Isaksson expressly states that “[i]t should be emphasized that the present invention can be used not only with the MUSIC system as herein described, but with other multi-carrier systems employing dynamic bit loading.” Ex. 1013, 72:5–8 (emphasis added); Ex. 1004 ¶¶ 81–82. Hence, a POSITA would have been led to consider using Isaksson’s synchronized bit-loading with Kliger’s coaxial network which uses a multi-tone transmitter to determine whether to transmit power on each particular tone. See, e.g., Ex. 1007 ¶ 166; Ex. 1013 1:1–7. Further facilitating the combination is Kliger’s disclosure of using “a regular multi-tone transmitter (either OFDM or DMT) to determine whether to transmit power on each particular tone wherein tones can be silenced (which is, in effect, a form of bit-loading). See, e.g., Ex. 1007 ¶¶ 6, 166, Fig. 1; Ex. 1013, 1:1–7, 3:24–34, 4:21–25, 16:8–12. In addition, Kliger expressly recognizes and seeks to address signal impairments caused by splitters, including poor signal isolation, return loss performance, degradation at higher frequencies, and inter-symbol interference due to reflections (the same problems the ’518 patent addresses). Ex. 1007 ¶¶ 61, 73. Accordingly, a POSITA would have been motivated to combine teachings of Kliger and Isaksson. Patent Owner argues that Petitioner did not explain how a control channel would exist across a coaxial splitter’s multipath signal. PO Resp. 56–58 (citing Pet. 26; Ex. 1013, 73:4–15, 74:22–31, Fig. 33; Ex. 2002 ¶¶ 147–148). Patent Owner does not explain why it would be necessary to use Isaksson’s control channel in Kliger, particularly when Kliger has its own control channel. Ex. 1007 ¶¶ 63–64, 166. Patent Owner’s argument amounts to bodily incorporation of Isaksson in Kliger, which is not a proper approach to obviousness. See In re Keller, 642 F.2d 413, 426 (CCPA 1981). We further disagree with Patent Owner’s argument that Isaksson’s base sync frames (equivalent to the claimed probe messages) would not function in Kliger’s network. PO Resp. 58–60 (citing Pet. 26; Ex. 1007 ¶¶ 55–57; Ex. 1013, 24:8–28, Fig. 1; Ex. 2002 ¶¶ 149–154). Patent Owner’s arguments are directed toward an embodiment of Isaksson that Petitioner did not cite in its Petition. Pet. Reply 26. In any case, Patent Owner does not establish that using Isaksson’s base sync messages in Kliger’s system would have been beyond a POSITA’s skill. Id. at 25–26 (citing Ex. 1036 ¶¶ 90– 93). Patent Owner argues that Isaksson’s base sync frames would alter the principle of operation of Kliger because Kliger requires all devices to transmit fixed constellation size based on overall network characteristics rather than specific channel characteristics between each HNM. PO Resp. 60–63 (citing Ex. 1007, code (57), ¶¶ 40–44, 91, 99, Fig. 1; Ex. 1013, 3:24– 27, 20:24–25, 26:14–17, 78:5–79:5, Fig. 36; Ex. 2002 ¶¶ 155–157). Patent Owner has not established, however, that fixed constellation size is a “principle of operation” of Kliger, or that Kliger would require substantial reconstruction or redesign to incorporate variable constellation sizes. See In re Ratti, 270 F.2d 810, 813 (CCPA 1959). We agree with Dr. Williams that a POSITA would have sought to improve Kliger with Isaksson’s techniques. Ex. 1036 ¶ 95.” slip op. at 19
Patent outcomesUS 7,295,518 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites KSR · GrahamPatents in suitUS 7,295,518
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