Ex Parte Chen et alDownload PDFPatent Trial and Appeal BoardJul 25, 201812969165 (P.T.A.B. Jul. 25, 2018) Copy Citation UNITED STA TES p A TENT AND TRADEMARK OFFICE APPLICATION NO. FILING DATE 12/969,165 12/15/2010 23494 7590 07/27/2018 TEXAS INSTRUMENTS IN CORPORA TED PO BOX 655474, MIS 3999 DALLAS, TX 75265 UNITED ST A TES OF AMERICA FIRST NAMED INVENTOR RunhuaChen UNITED STATES DEPARTMENT OF COMMERCE United States Patent and Trademark Office Address: COMMISSIONER FOR PATENTS P.O. Box 1450 Alexandria, Virginia 22313-1450 www .uspto.gov ATTORNEY DOCKET NO. CONFIRMATION NO. TI-68857 3722 EXAMINER KELLEY, STEVEN SHAUN ART UNIT PAPER NUMBER 2646 NOTIFICATION DATE DELIVERY MODE 07/27/2018 ELECTRONIC Please find below and/or attached an Office communication concerning this application or proceeding. The time period for reply, if any, is set in the attached communication. Notice of the Office communication was sent electronically on above-indicated "Notification Date" to the following e-mail address(es): uspto@ti.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte RUNHUA CHEN and EKO N. ONGGOSANUSI Appeal 2017-011369 Application 12/969, 165 Technology Center 2600 Before JOSEPH L. DIXON, ERIC S. FRAHM, and STEVEN M. AMUNDSON, Administrative Patent Judges. AMUNDSON, Administrative Patent Judge. DECISION ON APPEAL Appellants 1 seek our review under 35 U.S.C. § 134(a) from rejections of claims 1-13 and 22--41, i.e., all pending claims. Because the claims have been twice rejected, we have jurisdiction under 35 U.S.C. §§ 6(b) and 134(a). SeeExparteLemoine,46USPQ2d 1420, 1423 (BPAI 1994) (precedential). We affirm. 1 Appellants identify the real party in interest as Texas Instruments Incorporated. App. Br. 1. Appeal 2017-011369 Application 12/969, 165 STATEMENT OF THE CASE The Invention According to the Specification, the invention concerns "wireless telephony." Spec. 1 :7-8.2 The Specification explains that in a "method of implicit channel state information (CSI) feedback for multiuser multiple input, multiple output (MU-MIMO) communication between a base station ( eNB) and a plurality of user equipment (UE)": (1) each "user equipment report[ s] a plurality of single user precoding matrix indicators (PMI) including a first PMI indicating a recommended optimum precoding matrix and at least one further PMI indicating information for beamforming at [the] base station"; and (2) the "base station communicates with each user equipment based on precoding matrix indicators received from the plurality of user equipment." Abstract. Exemplary Claim Independent claim 1 exemplifies the claims at issue and reads as follows: 1. A method of implicit channel state information (CSI) feedback for communication between a base station ( eNB) and a plurality of user equipment (UE), comprising the steps of: at least one of said plurality of user equipment reporting a plurality of single user precoding matrix indicators (PMI) including 2 This decision uses the following abbreviations: "Spec." for the Specification, filed December 15, 2010; "Non-Final Act." for the Non-Final Office Action, mailed January 12, 2017; "App. Br." for the Appeal Brief, filed May 10, 2017; "Ans." for the Examiner's Answer, mailed July 13, 2017; and "Reply Br." for the Reply Brief, filed September 7, 2017. 2 Appeal 2017-011369 Application 12/969, 165 a first PMI indicating a recommended optimum precoding matrix for single user multiple input, multiple output (SU-MIMO) communication between said base station ( eNB) and said at least one of said plurality of user equipment, and at least one further PMI indicating information for beamforming between said base station and said at least one of said plurality of user equipment; and the base station communicating with each user equipment based on precoding matrix indicators received from the plurality of user equipment. App. Br. Claims App'x 1. The Prior Art Supporting the Rejections on Appeal As evidence of unpatentability, the Examiner relies on the following prior art: Pan et al. US 2009/0046801 Al Feb. 19,2009 ("Pan") Lee et al. US 2009/0207784 Al Aug. 20, 2009 ("Lee") Khojastepour et al. US 2009/0274225 Al Nov. 5, 2009 ("Kho j astepour") Liu et al. US 2009/0325591 Al Dec. 31, 2009 ("Liu") Noh et al. US 2010/0039928 Al Feb. 18,2010 ("Noh") Sivanesan et al. US 2011/0013563 Al Jan. 20, 2011 ("Sivanesan") (filed Aug. 27, 2010) Lim et al. US 2011/0105164 Al May 5, 2011 ("Lim") (filed Jan. 10, 2011) Kim et al. US 2011/0122971 Al May 26, 2011 ("Kim") (filed Mar. 16, 2007) 3 Appeal 2017-011369 Application 12/969, 165 The Rejections on Appeal Claims 1, 11, 22, and 32 stand rejected under 35 U.S.C. § 102(e) as anticipated by Kim. Non-Final Act. 2. Claims 1, 11, 22, and 32 stand rejected under 35 U.S.C. § 103(a) as unpatentable over Kim and Pan. Non-Final Act. 3. Claims 2, 23, and 33 stand rejected under 35 U.S.C. § 103(a) as unpatentable over Kim and either Liu or Noh or alternatively over Kim, Pan, and either Liu or Noh. Non-Final Act. 4. Claims 3, 24, and 34 stand rejected under 35 U.S.C. § 103(a) as unpatentable over Kim, Pan, either Liu or Noh, and Lee. Non-Final Act. 5. Claims 4, 25, and 35 stand rejected under 35 U.S.C. § 103(a) as unpatentable over Kim, Pan, either Liu or Noh, and Khojastepour. Non-Final Act. 5---6. Claims 5, 6, 26, 27, 36, and 37 stand rejected under 35 U.S.C. § 103(a) as unpatentable over Kim, Pan, and Lee. Non-Final Act. 6-7. Claims 7, 28, and 38 stand rejected under 35 U.S.C. § 103(a) as unpatentable over Kim, Pan, Lee, and Khojastepour. Non-Final Act. 7-8. Claims 8, 9, 29, 30, 39, and 40 stand rejected under 35 U.S.C. § 103(a) as unpatentable over Kim, Pan, and Liu. Non-Final Act. 8-9. Claims 10, 31, and 41 stand rejected under 35 U.S.C. § 103(a) as unpatentable over Kim, Pan, and Sivanesan. Non-Final Act. 9-10. Claims 12 and 13 stand rejected under 35 U.S.C. § 103(a) as unpatentable over Kim, Pan, and Lim. Non-Final Act. 10-13. 4 Appeal 2017-011369 Application 12/969, 165 ANALYSIS We have reviewed the rejections of claims 1-13 and 22--41 in light of Appellants' arguments that the Examiner erred. For the reasons explained below, we disagree with Appellants' assertions regarding Examiner error. We adopt the Examiner's findings and reasoning in the Non-Final Office Action (Non-Final Act. 2-13) and Answer (Ans. 3-8). We add the following to address and emphasize specific findings and arguments. The§ 102(e) Rejection of Claims 1, 11, 22, and 32 "FIRST PMI" AND "FURTHER PMI" Appellants argue that the Examiner erred in rejecting independent claims 1, 22, and 32 because Kim does not disclose the claimed "first PMI indicating a recommended optimum precoding matrix" for SU-MIMO communication and the claimed "further PMI indicating information for beamforming." See App. Br. 9-12; Reply Br. 1-5. Appellants note that the Examiner relies on Kim paragraph 84 and Figure 7 for the disputed limitations, i.e., Kim's disclosure of feedback information for the SU-MIMO mode. App. Br. 10-11; see Non-Final Act. 2. That feedback information includes (1) a "precoding matrix index" corresponding to the "first PMI indicating a recommended optimum precoding matrix" and (2) a "beamforming vector index" corresponding to the "further PMI indicating information for beamforming." Kim ,r 84; see Non-Final Act. 2. Appellants argue that "FIG. 7 and the discussion of the steps in FIG. 7 in paragraph [0084] in Kim do not agree with one another or with [the] Examiner's [anticipation] determination." App. Br. 11; Reply Br. 2. More specifically, Appellants assert that Figure 7 "shows that when deciding to support the SU-MIMO mode in step 714, the receiver generates the feedback 5 Appeal 2017-011369 Application 12/969, 165 information" according to step 718 for the MU-MIMO mode, and paragraph 84 "teaches that when deciding to support the MU-MIMO mode, the receiver generates feedback information" lacking a "beamforming vector index." App. Br. 11; Reply Br. 2. Appellants' arguments do not persuade us of Examiner error because they disregard a clear error in Kim Figure 7. Figure 7 is reproduced below: NO NO GENERATE AND SEND FEEDBACK INFO MAPPED TO GENERATE AND SEND FEEDBACK GENERATE AND SENO SU-MIMO 716 INFO MAPPED TO MU-MIMO 718 LONG-TERM FEEDBACK INFO -712 ALLOCATE TRANSMISSION PARAMETERS ENO 720 Figure 7 shows a flowchart for a feedback scenario where a receiver generates feedback information to support various communication modes and sends the feedback information to a transmitter that uses the feedback information to communicate with the receiver. Kim ,r,r 25, 75-85, Fig. 7. In Figure 7's flowchart, step 714 includes the question "SU-MIMO?" Kim Fig. 7. A "YES" answer denotes the SU-MIMO mode, while a "NO" answer denotes the MU-MIMO mode. Id. ,r 84. In Figure 7's flowchart, step 716 concerns the SU-MIMO mode, while step 718 concerns the MU-MIMO mode. Id. ,r 84, Fig. 7. So step 716 corresponds to a "YES" 6 Appeal 2017-011369 Application 12/969, 165 answer to the question "SU-MIMO?", while step 718 corresponds to a "NO" answer. Figure 7 shows the paths from step 714 to steps 716 and 718 with the "YES" and "NO" labels incorrectly reversed, as a person of ordinary skill in the art would readily recognize. See Ans. 3. Kim explains that a receiver sends feedback information to a transmitter to permit the transmitter to communicate with the receiver in the receiver's operating mode. Kim ,r,r 11-17, 37--46, 54--63, 75-85. Appellants make no attempt to explain why a receiver operating in the SU-MIMO mode would provide a transmitter with feedback information for the MU-MIMO mode. App. Br. 10-12; Reply Br. 1-5. For a receiver operating in the SU-MIMO mode, a transmitter could not use feedback information for the MU-MIMO mode to support the receiver's SU-MIMO mode. Further, Kim paragraph 84 clarifies Figure 7 and reads as follows: When deciding to support the SU-MIMO mode in step 714, the receiver generates the feedback information (step 716). At this time, the generated feedback information is constructed with a precoding matrix index, a beamforming vector index and a CQI value(s). The receiver sends the feedback information to the transmitter. When deciding to support the MU-MIMO mode, the receiver generates feedback information with a precoding matrix index and CQI values. Then, the receiver sends the generated feedback information to the transmitter (step 718). Kim i184. In addition, Kim Figure 4 illustrates a simplified variation of Figure 7's feedback scenario and shows the "YES" and "NO" paths from the question "SU-MIMO?" correctly labeled. Figure 4 is reproduced below: 7 Appeal 2017-011369 Application 12/969, 165 GENERATE AND SEND FEEDBACK ·1NFO MAPPED TO MU-MIMO NO 414 START GENERATE AND SEND FEEDBACK INFO MAPPED TO SU-MIMD ALLOCATE TRANSMISSION PARAMETERS END 412 416 Figure 4 shows a flowchart for a feedback scenario where a receiver generates feedback information to support various communication modes and sends the feedback information to a transmitter that uses the feedback information to communicate with the receiver. Kim ,r,r 22, 57--63, Fig. 4. Just as Kim paragraph 84 describes Figure 7's feedback scenario, Kim paragraph 62 describes Figure 4's feedback scenario. Paragraph 62 reads as follows: If the SU-MEMO [sic] mode is supported, the receiver generates feedback information (step 412). The generated feedback information is constructed with [a] precoding matrix index, a beamforming vector index, a rank selection value, and CQI values. Otherwise, if the MU-MIMO mode is supported, the receiver generates feedback information based on a precoding matrix index and CQI values (step 414). The receiver transmits to the transmitter the feedback information generated in step 412 or 414. Kim ,r 62. Like paragraph 84, paragraph 62 discloses feedback information for the SU-MIMO mode that includes (1) a "precoding matrix index" corresponding to the "first PMI indicating a recommended optimum 8 Appeal 2017-011369 Application 12/969, 165 precoding matrix" and (2) a "beamforming vector index" corresponding to the "further PMI indicating information for beamforming." Paragraph 62 confirms that paragraph 84 correctly describes Figure 7's feedback scenario. Appellants assert that "Examiner provides no evidence to support his determination that section [0084] is correct." Reply Br. 4. We disagree. Steps 714, 716, and 718 in Figure 7 contain text, and that text itself supports the Examiner's determination. Kim Fig. 7. Moreover, Kim's explanation that a receiver sends feedback information to a transmitter to permit the transmitter to communicate with the receiver in the receiver's operating mode supports the Examiner's determination. See, e.g., Kim ,r,r 11-17, 37--46,54---63, 75-85. Appellants contend that "it would be equally plausible" that the paths from step 714 to steps 716 and 718 with the "YES" and "NO" labels in Figure 7 "are properly labeled and in fact it is the description in paragraph [0084] which is not consistent with Fig. 7." Reply Br. 3. We disagree. As explained above, the text in steps 714, 716, and 718 indicates an error in the "YES" and "NO" labels in Figure 7. Step 716 concerning SU-MIMO feedback corresponds to a "YES" answer to the question "SU-MIMO?'', while step 718 concerning MU-MIMO feedback corresponds to a "NO" answer. In addition, Kim's descriptions of Figure 7's feedback scenario, Figure 4's feedback scenario, and other embodiments demonstrate clear error in Figure 7. See, e.g., Kim ,r,r 11-17, 37--46, 50-63, 75-85, Figs. 3--4, 7. Further, in the Answer, the Examiner finds that "step 716 taken singly is sufficient for anticipation." Ans. 3; see Kim ,r 84, Fig. 7 (step 716); see 9 Appeal 2017-011369 Application 12/969, 165 also id. ,r 62, Fig. 4 (step 412). In the Reply Brief, Appellants do not address that finding. Reply Br. 1-15. "PMI INDICATING A RECOMMENDED OPTIMUM PRECODING MATRIX" Appellants assert that the Examiner erred in rejecting claims 1, 22, and 32 because Kim does not disclose a "PMI indicating a recommended optimum precoding matrix" as required by the claims. Reply Br. 5---6. Appellants quote Kim paragraph 94: "[T]he present invention can provide a unique feedback protocol for generating optimal feedback information while taking into consideration an operating mode, a feedback scheme, and the like, in a multi-antenna system." Id. at 6. Appellants then contend that paragraph 94: (1) "is a generic statement that says the present invention 'CAN' -NOT 'JS' or 'DOES' provide a feedback protocol for generating optimal feedback information"; (2) "does not teach that the generated (PMI) feedback information JS 'optimal"'; and (3) "does not identify the type of feedback it is referring to," e.g., SU-MIMO information, MU-MIMO information, or "some other feedback information." Id. Appellants' arguments do not persuade us of Examiner error. The "'dispositive question regarding anticipation [i]s whether one skilled in the art would reasonably understand or infer from the [prior art reference's] teaching' that every claim element was disclosed in that single reference." Dayco Prods., Inc. v. Total Containment, Inc., 329 F.3d 1358, 1368-69 (Fed. Cir. 2003) (quoting In re Baxter Travenol Labs., 952 F.2d 388, 390 (Fed. Cir. 1991) (alterations in original). Based on Kim's disclosure, one skilled in the art would reasonably understand or infer that paragraph 94 addresses all feedback information, including SU-MIMO information. See, e.g., Kim ,r,r 11-17, 37--46, 50---63, 10 Appeal 2017-011369 Application 12/969, 165 75-85, 94, Figs. 3--4, 7. For instance, Kim broadly instructs that "[t]he generated feedback information can be constructed with optimal information in a target feedback protocol scenario." Id. ,r 39; see id. ,r 11. In addition, one skilled in the art would reasonably understand or infer that the word "can" in paragraph 94 describes a capability existing in all embodiments, including Figure 7's feedback scenario. SUMMARY For the reasons discussed above, Appellants' arguments have not persuaded us that the Examiner erred in rejecting claims 1, 22, and 32 as anticipated by Kim. Hence, we sustain the § 102( e) rejection of claims 1, 22, and 32. In addition, claim 11 depends from claim 1. Appellants do not argue patentability separately for claim 11. App. Br. 13. Thus, we sustain the § 102( e) rejection of claim 11 for the same reasons as claim 1. See 37 C.F.R. § 4I.37(c)(l)(iv). The§ 103(a) Rejection of Claims 1, 11, 22, and 32 For the§ 103(a) rejection of claims 1, 11, 22, and 32, Appellants repeat the arguments for the § 102( e) rejection. Compare App. Br. 14--18, with id. at 9-13. Appellants also assert that "Pan is not relied upon as teaching" the "deficiencies in Kim." Id. at 1 7-18. For the reasons explained above, however, there are no "deficiencies in Kim." Further, to the extent that Kim does not describe the disputed limitations in claims 1, 22, and 32 as required by § 102( e ), Kim still teaches or suggests those limitations. See Kim ,r,r 84, 94, Fig. 7; see also id. ,r,r 11, 39, 62, Fig. 4. Hence, we sustain the§ 103(a) rejection of claims 1, 11, 22, and 32. 11 Appeal 2017-011369 Application 12/969, 165 The§ 103(a) Rejection of Claims 2, 23, and 33 Claims 2, 23, and 33 depend from claims 1, 22, and 32, respectively, and specify that the "information in said at least one further PMI indicates a maximum distance to the first PMI." App. Br. Claims App'x 1, 3, 5. Appellants assert that the Examiner erred in rejecting claims 2, 23, and 33 because "substantial re-engineering would be required to combine" either Liu or Noh with Kim and Pan. App. Br. 20-22; see Reply Br. 15. Appellants' assertions constitute attorney argument. Attorney argument "cannot take the place of evidence." In re Pearson, 494 F.2d 1399, 1405 (CCPA 1974). Further, the references all concern MIMO communications, and Appellants fail to explain why "substantial re-engineering would be required to combine" them. App. Br. 20-22. For instance, Appellants do not direct us to any alleged incompatible components or incongruous circuitry. See id. Hence, Appellants' assertions do not persuade us of Examiner error. Appellants contend that Liu's "chordal distance" between "codebook matrices" does not correspond to a distance between PMis. See App. Br. 20 (emphasis omitted); Reply Br. 11-12. In response, the Examiner explains that "Liu's teachings of determining a maximum threshold distance of 'precoding matrices' is using a 'maximum distance between PMis', as recited." Ans. 4; see Non-Final Act. 4; Liu ,r,r 59, 112, 136-139. For example, Liu discloses that a subscriber station feeds back PMI information, e.g., a PMI or codebook vector, to a base station. Liu ,r,r 59, 112. The subscriber station "identifies preferred codebook vectors or matrices," e.g., a "codebook vector or matrix that maximizes a receive signal power" or "maximizes some other performance measures." Id. ,r 115; see id. ,r,r 52, 12 Appeal 2017-011369 Application 12/969, 165 118-119, claim 13. The subscriber station may do so by computing a "chordal distance" to determine a "codebook vector or matrix that maximizes" a "performance measure." Id. ,r,r 136-139. By disclosing "chordal distance" determinations to maximize performance measures, Liu teaches or suggests a "maximum distance to the first PMI" according to claims 2, 23, and 33. In addition, Appellants contend that "Noh does NOT teach or suggest, 'transmitting multiple PMis' as determined by the Examiner." App. Br. 21. That contention attacks the references individually. Where a rejection rests on a combination of references, an appellant cannot establish nonobviousness by attacking the references individually. See In re Merck & Co., 800 F.2d 1091, 1097 (Fed. Cir. 1986). Here, the Examiner explains that "the teaching of 'sending multiple PMis' is shown in both the Kim and Pan references (as applied to the independent claims)." Ans. 4; see Non-Final Act. 2-3. And Noh discloses "chordal distance" determinations and matrix selection based on a "maximum chordal distance." Noh ,r,r 172- 178, 185, 192, Fig. 9; see Non-Final Act. 4. Appellants allege that "Noh fails to teach or suggest HOW a CSI report is accomplished at a UE." App. Br. 21. But that alleged deficiency does not diminish Noh's disclosure of "chordal distance" determinations and matrix selection based on a "maximum chordal distance." A reference constitutes prior art under § 103 (a) "for whatever is disclosed therein." Amgen Inc. v. Hoechst Marion Roussel, Inc., 314 F.3d 1313, 1357 (Fed. Cir. 2003). As Appellants admit, a "reference teaches what it teaches." App. Br. 11; Reply Br. 4. 13 Appeal 2017-011369 Application 12/969, 165 Because Appellants' arguments have not persuaded us that the Examiner erred in rejecting claims 2, 23, and 33 based on Kim, Pan, and either Liu or Noh, we sustain the§ 103(a) rejection of these dependent claims. The§ 103(a) Rejection of Claims 3, 24, and 34 Claims 3, 24, and 34 depend from claims 2, 23, and 33, respectively, and specify that the "maximum distance is a Euclidean distance." App. Br. Claims App'x 1, 4, 5. Appellants argue that the Examiner erred in rejecting claims 3, 24, and 34 because Lee "associates Euclidean distance of the CQI/PMI codes with a 'minimum distance', and NOT a maximum distance." App. Br. 22-23; see Reply Br. 13. Appellants also argue that "[t]here is no teaching or suggestion in Lee that 'maximum distance' could, or should, be substituted for 'minimum distance'." App. Br. 23; Reply Br. 13. Appellants' arguments do not persuade us of Examiner error because the Examiner relies on the combination of disclosures in the references-not Lee alone-to teach or suggest the subject matter of claims 3, 24, and 34. Ans. 5; see Non-Final Act. 2-5. "[T]he test for combining references is not what the individual references themselves suggest but rather what the combination of disclosures taken as a whole would suggest to one of ordinary skill in the art." In re McLaughlin, 443 F.2d 1392, 1395 (CCP A 1971 ). Here, the Examiner finds that "Lee teaches using Euclidean distances between PMis." Non-Final Act. 5 (citing Lee ,r 82). The Examiner explains that "the teaching of the maximum distance is taught by Liu or Noh and that one of ordinary skill in the art would realize that Euclidean distances taught in Lee are applicable to any type of distance." Ans. 5. 14 Appeal 2017-011369 Application 12/969, 165 Because Appellants' arguments have not persuaded us that the Examiner erred in rejecting claims 3, 24, and 34 based on Kim, Pan, either Liu or Noh, and Lee, we sustain the§ 103(a) rejection of these dependent claims. The§ 103(a) Rejection of Claims 4, 25, and 35 Claims 4, 25, and 35 depend from claims 2, 23, and 33, respectively, and specify that the "maximum distance is a Fubini-norm distance." App. Br. Claims App'x 1, 4, 5. Appellants assert that the Examiner erred in rejecting claims 4, 25, and 35 because Khojastepour "associates Fubini- study metric with a 'minimum distance', NOT a maximum distance." App. Br. 24; Reply Br. 14. Appellants also assert that "there is no teaching or suggestion in Khojastepour that 'maximum distance' could, or should, be substituted for 'minimum distance'." App. Br. 24--25; Reply Br. 14. Appellants' assertions do not persuade us of Examiner error because the Examiner relies on the combination of disclosures in the references-not Khojastepour alone-to teach or suggest the subject matter of claims 4, 25, and 35. Ans. 5; see Non-Final Act. 2--4, 5---6. In particular, the Examiner finds that "Khojastepour teaches using Fubini distances between PMis." Non-Final Act. 6 (citing Khojastepour ,r 31). The Examiner explains that "the teaching of the maximum distance is taught by Liu or Noh, and that one of ordinary skill in the art would realize that Fubini-norm distances taught in Khojastepour are applicable to any type of distance." Ans. 5. Because Appellants' assertions have not persuaded us that the Examiner erred in rejecting claims 4, 25, and 35 based on Kim, Pan, either Liu or Noh, and Khojastepour, we sustain the§ 103(a) rejection of these dependent claims. 15 Appeal 2017-011369 Application 12/969, 165 The§ 103(a) Rejections of Claims 5-7, 26-28, and 36-38 Claims 5-7 depend directly or indirectly from claim 1; claims 26-28 depend directly or indirectly from claim 22; and claims 36-38 depend directly or indirectly from claim 32. App. Br. Claims App'x 2, 4--5. For these dependent claims, Appellants do not argue patentability separately and instead rely on the arguments for the independent claims. App. Br. 25-28. Because Appellants do not argue the claims separately, we sustain the § 103(a) rejections of these dependent claims for the same reasons as the independent claims. See 37 C.F.R. § 4I.37(c)(l)(iv). The§ 103(a) Rejection of Claims 8, 9, 29, 30, 39, and 40 Claims 8, 29, and 39 depend from claims 1, 22, and 32, respectively, and specify that the "information in said at least one further PMI indicates a highest correlation to the first PMI." App. Br. Claims App'x 2, 4, 6. Claims 9, 30, and 40 depend from claims 1, 22, and 32, respectively, and specify that the "information in said at least one further PMI indicates a lowest correlation to the first PMI." Id. at 2, 4, 6. Appellants assert that the Examiner erred in rejecting these dependent claims because "substantial re-engineering would be required to combine" Liu with Kim and Pan. App. Br. 29, 31; see Reply Br. 15. Appellants' assertions constitute attorney argument. Attorney argument "cannot take the place of evidence." Pearson, 494 F.2d at 1405. Further, the references all concern MIMO communications, and Appellants fail to explain why "substantial re-engineering would be required to combine" them. App. Br. 29, 31. Again, Appellants do not direct us to any alleged incompatible components or incongruous circuitry. See id. Hence, Appellants' assertions do not persuade us of Examiner error. 16 Appeal 2017-011369 Application 12/969, 165 Appellants contend that "Liu does not teach or suggest feeding back more than one PMI for a same user to a base station." App. Br. 29, 31. That contention attacks the references individually. As noted above, where a rejection rests on a combination of references, an appellant cannot establish nonobviousness by attacking the references individually. See Merck, 800 F .2d at 1097. Here, the Examiner finds that: ( 1) "both Kim and Pan teach feeding back more than one PMI to the user"; and (2) "one of ordinary skill would understand that the concept in Liu could be applied to situations where multiple PMI[ s] are fed back." Ans. 6. Further, the Examiner relies on the combination of disclosures in the references to teach or suggest the subject matter of claims 8, 9, 29, 30, 39, and 40. Non-Final Act. 8-9. For claims 8, 29, and 39, Appellants quote Liu's explanation that a subscriber station "indirectly feeds back the code book vector that will cause the highest interference" to the subscriber station's own signal. App. Br. 29-30 ( quoting Liu ,r 59) ( emphasis omitted). Based on that explanation, Appellants argue that Liu's disclosure of feeding back a codebook vector corresponding to the highest interference concerns "the 'lowest correlation to the first PMI-NOT the highest correlation to the first PMI' ." Id. at 30. But Liu explains that an interfering base station uses the feedback relating to the highest interference at the subscriber station rather than the subscriber station's serving base station. See Liu ,r,r 4, 56-59. "[T]he interfering base station excludes the reported codebook vector from the codebook" employed for selection. Id. ,r 59. The subscriber station also feeds back a "codebook vector or matrix that maximizes the signal-to-noise ratio (SNR)" of the signal received from the subscriber station's serving base station. Id. ,r 55; see id. ,r,r 4, 52, 115, 118-119, claim 13. Based on 17 Appeal 2017-011369 Application 12/969, 165 Appellants' own reasoning, that feedback for the serving base station- rather than the interfering base station-relates to the "highest correlation to the first PMI." For claims 8, 29, and 39, Appellants urge that the language in Liu claim 14 about selecting a "closest" precoding matrix "may be nothing more than an attempt to protect the scope of the invention rather than the actual disclosure of the invention." App. Br. 30. But a reference must be considered in its entirety for what it fairly teaches or suggests to those skilled in the art. See In re Fracalossi, 681 F.2d 792, 794 n.1 (CCPA 1982); see also Merck & Co. v. Biocraft Labs., Inc., 874 F.2d 804, 807 (Fed. Cir. 1989). Patent publications "are part of the literature of the art, relevant for all they contain." See In re Lemelson, 397 F.2d 1006, 1009 (CCPA 1968). Also, Appellants argue that "'close' is only defined with respect to a distance metric, while correlation is mathematically well defined." App. Br. 30. But Appellants fail to identify any supporting evidence or provide any definitions. Further, "during examination proceedings, claims are given their broadest reasonable interpretation consistent with the specification." In re Hyatt, 211 F.3d 1367, 1372 (Fed. Cir. 2000). Consistent with the Specification here, the phrase "highest correlation" when broadly but reasonably interpreted encompasses "closest" as disclosed in Liu. See Ans. 6-7; Spec. 11 :8-12: 12; Liu claim 14. For claims 9, 30, and 40, Appellants contend that Liu's disclosure of feedback regarding "restricted" PMI information "might imply a 'lesser' correlation" but does not "further teach[] or suggest[] that such 'lesser' correlation is [the] 'lowest correlation'." App. Br. 31 ( citing Liu ,r,r 134--137 and claims 6, 11, 15, and 23). But that contention conflicts with Appellants' 18 Appeal 2017-011369 Application 12/969, 165 concession that Liu teaches a "lowest correlation to the first PMI." Id. at 29--30 ( quoting Liu ,r 59). Moreover, an obviousness analysis "can take account of the inferences and creative steps that a person of ordinary skill in the art would employ." KSR Int 'l Co. v. Teleflex Inc., 550 U.S. 398, 418 (2007). A person of ordinary skill "must be presumed to know something" about the art "apart from what the references disclose." In re Jacoby, 309 F.2d 513, 516 (CCP A 1962). "A person of ordinary skill is also a person of ordinary creativity, not an automaton." KSR Int 'l, 550 U.S. at 421. Accordingly, a person of ordinary skill would appreciate that Liu teaches or suggests a "lowest correlation to the first PMI" according to claims 9, 30, and 40. See App. Br. 30 ("the 'lowest correlation to the first PMI-NOT the highest correlation to the first PMI"'). Because Appellants' arguments have not persuaded us that the Examiner erred in rejecting claims 8, 9, 29, 30, 39, and 40 based on Kim, Pan, and Liu, we sustain the§ 103(a) rejection of these dependent claims. The§ 103(a) Rejection of Claims 10, 31, and 41 Claims 10, 31, and 41 depend from claims 1, 22, and 32, respectively, and specify that the "further PMI consist[ s] of a sequence" and "each PMI in the sequence indicat[ es] a next best precoding matrix for single user multiple input, multiple output (SU-MIMO) communication." App. Br. Claims App'x 2, 4, 6. Appellants argue that the Examiner erred in rejecting claims 10, 31, and 41 because they "require reporting a first PMI and a second PMI on the same band" and, in contrast, "Sivanasen [sic] teaches feedback PMI on multiple bands." App. Br. 32. 19 Appeal 2017-011369 Application 12/969, 165 Appellants' arguments do not persuade us of Examiner error because claims 10, 31, and 41 do not "require reporting a first PMI and a second PMI on the same band." App. Br. Claims App'x 2, 4, 6. Moreover, even if the claims included that requirement, the Examiner finds that "that both Kim and Pan teach 'reporting on the same band'." Ans. 7; see Non-Final Act. 9--10. Because Appellants' arguments have not persuaded us that the Examiner erred in rejecting claims 10, 31, and 41 based on Kim, Pan, and Sivanesan, we sustain the§ 103(a) rejection of these dependent claims. The § 103 (a) Rejection of Claims 12 and 13 Dependent claims 12 and 13 read as follows: 12. The method of claim 1, wherein: when the recommended optimum precoding matrixes transmitted by two user equipments differ, the base station communicates to the two user equipments based on a corresponding recommended optimum precoding matrix transmitted by each user equipment. 13. The method of claim 1, wherein: when the recommended optimum precoding matrix transmitted by two user equipments are equal, the base station communicates to a first user equipment based on a corresponding recommended optimum precoding matrix transmitted by the first user equipment, and a second user equipment based on a precoding matrix indicated by the at least one further PMI of the second user equipment. App. Br. Claims App'x 3. Appellants assert that the Examiner erred in rejecting claims 12 and 13 because "Lim fails to teach the deficiencies of Kim/Pan as applied to 20 Appeal 2017-011369 Application 12/969, 165 Claim 1." App. Br. 33-34. For the reasons explained above, however, there are no such deficiencies. Appellants contend that "Kim/Pan does not teach HOW beamforming to UEs are performed at the eNB." App. Br. 33. But claims 1, 12, and 13 contain no requirements regarding how a base station ( eNB) performs beamforming. App. Br. Claims App'x 1, 3. Further, in the Answer, the Examiner finds that "one of ordinary skill in the art knows how optimum PMI and beamforming are used." Ans. 7-8. In the Reply Brief, Appellants do not address that finding. Reply Br. 1-15. In addition, Appellants contend that "Kim/Pan does not teach or suggest detecting 'optimum PMI' for UE 1 and UE 2." App. Br. 33. As explained above, however, Kim discloses or suggests a "PMI indicating a recommended optimum precoding matrix." See, e.g., Kim ,r,r 11-17, 37--46, 50-63, 75-85, 94, Figs. 3--4, 7. Consequently, the combination of disclosures in Kim, Pan, and Lim teaches or suggests the subject matter of claims 12 and 13. See, e.g., Non-Final Act. 3, 10-13; Ans. 3, 7-8; Pan ,r,r 7, 20-21, 29-30, Figs. 6-9; Lim ,r 12, Figs. 3--4. Because Appellants' arguments have not persuaded us that the Examiner erred in rejecting claims 12 and 13 based on Kim, Pan, and Lim, we sustain the§ 103(a) rejection of these dependent claims. DECISION We affirm the Examiner's decision to reject claims 1-13 and 22--41. 21 Appeal 2017-011369 Application 12/969, 165 No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a)(l)(iv). See 37 C.F.R. § 41.50(±). AFFIRMED 22 Copy with citationCopy as parenthetical citation