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` Paper No. 8
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` Filed: November 4, 2016
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`UNITED STATES PATENT AND TRADEMARK OFFICE
`____________
`
`BEFORE THE PATENT TRIAL AND APPEAL BOARD
`____________
`
`CISCO SYSTEMS, INC.,
`Petitioner,
`
`v.
`
`TQ DELTA, LLC,
`Patent Owner.
`____________
`
`Case IPR2016-01009
`Patent 8,238,412 B2
`____________
`
`
`Before SALLY C. MEDLEY, KALYAN K. DESHPANDE, and
`TREVOR M. JEFFERSON, Administrative Patent Judges.
`
`DESHPANDE, Administrative Patent Judge.
`
`
`
`
`
`
`DECISION
`Institution of Inter Partes Review
`37 C.F.R. § 42.108
`
`
`
`
`
`
`
`IPR2016-01009
`Patent 8,238,412 B2
`
`
`I.
`
`INTRODUCTION
`
`Cisco Systems, Inc. (“Petitioner”) filed a Petition requesting an inter
`
`partes review of claims 9‒12, 15‒18, and 21 of U.S. Patent No. 8,238,412
`
`B2 (Ex. 1001, “the ’412 patent”). Paper 2 (“Pet.”). TQ Delta, LLC (“Patent
`
`Owner”) filed a corrected Preliminary Response. Paper 7 (“Prelim. Resp.”).
`
`We have jurisdiction under 35 U.S.C. § 314(a), which provides that an inter
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`partes review may not be instituted “unless . . . there is a reasonable
`
`likelihood that the petitioner would prevail with respect to at least 1 of the
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`claims challenged in the petition.” After considering the Petition, the
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`Preliminary Response, and associated evidence, we conclude that Petitioner
`
`has demonstrated a reasonable likelihood that it would prevail in showing
`
`the unpatentability of claims 9‒12, 15‒18, and 21 of the ’412 patent. Thus,
`
`we authorize institution of an inter partes review of claims 9‒12, 15‒18, and
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`21 of the ’412 patent.
`
`A. Related Proceedings
`
`
`
`Petitioner indicates that the ’412 patent is the subject of several
`
`proceedings. See Pet. 1. Petitioner also indicates that the ’412 patent was
`
`the subject of IPR2016-00430. Id. at 1‒2. Petitioner additionally indicates
`
`that the ’412 patent is related to U.S. Patent No. 8,432,956 B2 and U.S.
`
`Patent No. 7,835,430 B2, which are the subject of IPR2016-00428 and
`
`IPR2016-00429. Id.
`
`B. The ʼ412 Patent (Ex. 1001)
`
`
`
`The ’412 patent discloses systems and methods for reliably
`
`exchanging diagnostic and test information between transceivers over a
`
`digital subscriber line in the presence of disturbances. Ex. 1001, 1:59‒62.
`
`The systems and methods include the use of a diagnostic link mode in the
`
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`IPR2016-01009
`Patent 8,238,412 B2
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`communication of diagnostic information from a remote terminal (RT)
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`transceiver or modem to the central office (CO) transceiver or modem,
`
`where either model transmits a message to the other modem to enter
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`diagnostic link mode. Id. at 2:60‒64, 3:34‒42. In diagnostic mode, the RT
`
`modem sends diagnostic and test information as bits to the CO modem. Id.
`
`at 3:48‒53.
`
`
`
`Figure 1 illustrates the additional modem components associated with
`
`the diagnostic link mode, and is reproduced below:
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`
`
`
`
`Figure 1 illustrates a diagnostic mode system, where CO modem 200 and RT
`
`modem 300 are connected via link 5 to splitter 10 for a phone switch, and a
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`splitter 30 for a phone 40. Id. at 4:58‒5:5. CO modem 200 includes CRC
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`checker 210, diagnostic device 220, and diagnostic information monitoring
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`device 220. Id. RT modem includes message determination device 310,
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`power control device 320, diagnostic device 330, and diagnostic information
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`storage device 340. Id.
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`IPR2016-01009
`Patent 8,238,412 B2
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`C. Illustrative Claim
`
`Petitioner challenges claims 9‒12, 15‒18, and 21 of the ’412 patent.
`
`Pet. 13‒68. Claims 9, 11, 15‒18, and 21 are independent claims. Claims 10
`
`and 12 depend from independent claims 9 and 11, respectively. Claims 15,
`
`17, and 21 are illustrative of the claims at issue and are reproduced below:
`
`15. One or more non-transitory computer-readable
`information storage media having stored thereon instructions
`that, if executed, cause a communications system for DSL
`service to perform a method comprising:
`transmitting a message from a first transceiver, wherein
`the message comprises one or more data variables that represent
`the test information, wherein bits in the message are modulated
`onto DMT symbols using Quadrature Amplitude Modulation
`(QAM) with more than 1 bit per subchannel and wherein at
`least one data variable of the one or more data variables
`comprises an array representing Signal to Noise ratio per
`subchannel during Showtime information; and
`receiving the message at a second transceiver, wherein
`the message comprises the one or more data variables that
`represent the test information, wherein the bits in the message
`were modulated onto the DMT symbols using Quadrature
`Amplitude Modulation (QAM) with more than 1 bit per
`subchannel and wherein the at least one data variable of the one
`or more data variables comprises the array representing Signal
`to Noise ratio per subchannel during Showtime information.
`
`Ex. 1001, 10:40‒61.
`
`In a communications system for DSL service with
`17.
`a first DSL transceiver capable of transmitting test information
`over a communication channel using multicarrier modulation
`and a second DSL transceiver capable of receiving the test
`information over the communication channel using multicarrier
`modulation, a method comprising:
`transmitting a message, wherein the message comprises
`one or more data variables that represent the test information,
`wherein bits in the message are modulated onto DMT symbols
`
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`using Quadrature Amplitude Modulation (QAM) with more
`than 1 bit per subchannel and wherein at least one data variable
`of the one or more data variables comprises an array
`representing frequency domain received idle channel noise
`information; and
`receiving the message, wherein the message comprises
`the one or more data variables that represent the test
`information, wherein the bits in the message were modulated
`onto the DMT symbols using Quadrature Amplitude
`Modulation (QAM) with more than 1 bit per subchannel and
`wherein the at least one data variable of the one or more data
`variables comprises the array representing frequency domain
`received idle channel noise information.
`
`Ex. 1001, 11:19‒41.
`
`21. One or more non-transitory computer-readable
`information storage media having stored thereon instructions
`that, if executed, cause a communications system for DSL
`service to perform a method comprising:
`transmitting a message, wherein the message comprises
`one or more data variables that represent the test information,
`wherein bits in the message are modulated onto DMT symbols
`using Quadrature Amplitude Modulation (QAM) with more
`than 1 bit per subchannel and wherein at least one data variable
`of the one or more data variables comprises an array
`representing power level per subchannel information; and
`receiving the message, wherein the message comprises
`the one or more data variables that represent the test
`information, wherein the bits in the message were modulated
`onto DMT symbols using Quadrature Amplitude Modulation
`(QAM) with more than 1 bit per subchannel and wherein at
`least one data variable of the one or more data variables
`comprises an array representing power level per subchannel
`information
`
`Ex. 1001, 12:44‒63.
`
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`D. The Alleged Grounds of Unpatentability
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`The information presented in the Petition sets forth proposed grounds
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`of unpatentability of claims 9‒12, 15‒18, and 21 of the ’412 patent under
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`35 U.S.C. § 103(a) as follows (see Pet. 7–55):1
`
`References
`
`Milbrandt,2 Chang,3
`Hwang,4 and ANSI T1.4135
`
`
`
`Claims
`Challenged
`
`9‒12, 15‒18, and 21
`
`II. ANALYSIS
`
`A. Claim Construction
`
`The Board interprets claims of an unexpired patent using the broadest
`
`reasonable construction in light of the specification of the patent in which
`
`they appear. See 37 C.F.R. § 42.100(b); see Cuozzo Speed Techs., LLC v.
`
`Lee, 136 S. Ct. 2131, 2142–46 (2016). Under the broadest reasonable
`
`construction standard, claim terms are given their ordinary and customary
`
`meaning, as would be understood by one of ordinary skill in the art in the
`
`context of the entire disclosure. In re Translogic Tech., Inc., 504 F.3d 1249,
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`1257 (Fed. Cir. 2007).
`
`
`1 Petitioner supports its challenge with the Declaration of Sayfe Kiaei, PhD.
`(Ex. 1009).
`2 U.S. Patent No. 6,636,603 B1; issued Oct. 21, 2003 (Ex. 1011)
`(“Milbrandt”).
`3 U.S. Patent No. 6,891,803 B1; issued on May 10, 2005 (Ex. 1012)
`(“Chang”).
`4 U.S. Patent No. 6,590,893 B1; issued July 8, 2003 (Ex. 1013) (“Hwang”).
`5 Network and Customer Installation Interfaces – Asymmetric Digital
`Subscriber Line (ADSL) Metallic Interface, AMERICAN NATIONAL
`STANDARDS INSTITUTION (ANSI) T1.413-1995 STANDARD (Ex. 1014)
`(“ANSI T1.413”).
`
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`1. “Array”
`
`Petitioner argues that the ’412 patent specification uses the term
`
`“array” consistent with its ordinary meaning, which dictionaries define as an
`
`“ordered collection of identical structures” or a “collection of data items . . .
`
`[that are] arranged in a particular order or pattern and are all of the same
`
`type.” Pet. 15 (quoting Ex. 1017, 71; Ex. 1018, 9). Accordingly, Petitioner
`
`argues that the term “array” should be construed to mean “an ordered
`
`collection of multiple data items of the same type.” Patent Owner argues
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`that “none of Petitioner’s proposed constructions are necessary in deciding
`
`whether or not to institute trial” and declines to propose a construction for
`
`this term. Prelim. Resp. 11.
`
`We are persuaded by Petitioner, and, on this record, we interpret
`
`“array” to mean “an ordered collection of multiple data items of the same
`
`type.”
`
`2. “Transceiver”
`
`Petitioner argues that the term “transceiver,” under the broadest
`
`reasonable interpretation in light of the ’412 patent specification, includes “a
`
`device, such as a modem, with a transmitter and receiver.” Pet. 15 (citing
`
`Ex. 1009, 24‒25; Ex. 1017, 913). Patent Owner argues that “none of
`
`Petitioner’s proposed constructions are necessary in deciding whether or not
`
`to institute trial” and declines to propose a construction for this term.
`
`Prelim. Resp. 11.
`
`We are persuaded by Petitioner, and, on this record, we interpret
`
`“transceiver” to mean “a device, such as a modem, with a transmitter and
`
`receiver.”
`
`
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`3. “during Showtime”
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`Petitioner argues that the ’412 patent specification describes an
`
`example of “during Showtime” as “the normal steady state transmission
`
`mode, or the like.” Pet. 14 (citing Ex. 1001, 3:32‒34). Petitioner argues that
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`“during Showtime” is a term of art in ADSL and in that art it means “each
`
`modem notifies its peer that it is ready to enter normal communications,
`
`known in the standard as ‘showtime.’” Id. (citing Ex. 1019, 379).
`
`Accordingly, Petitioner argues that, under the broadest reasonable
`
`interpretation in light of the ’412 patent specification, “during Showtime”
`
`includes “during normal communications of an ANSI T1.413-compliant
`
`device.” Id. (citing Ex. 1009, 22). Patent Owner argues that “none of
`
`Petitioner’s proposed constructions are necessary in deciding whether or not
`
`to institute trial” and declines to propose a construction for this term.
`
`Prelim. Resp. 11.
`
`We are persuaded by Petitioner, and, on this record, we interpret
`
`“during Showtime” to mean “during normal communications of an ANSI
`
`T1.413-compliant device.”
`
`4. “frequency domain received idle channel noise information”
`
`Petitioner argues that although the ’412 patent specification does not
`
`use “frequency domain received idle channel noise information,” the ’412
`
`patent specification discusses “average idle channel noise.” Pet. 13‒14
`
`(citing Ex. 1001, 4:17). Petitioner further argues that a person with ordinary
`
`skill in the art would have understood that “frequency domain” refers to
`
`“analysis of a signal on a frequency basis,” and would have understood that
`
`“‘idle channel noise’ refer to noise that exists in a communication path when
`
`no signals are present.” Id. (citing Ex. 1017, 377, 438; Ex. 1009, 19).
`
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`Accordingly, Petitioner argues that “frequency domain received idle channel
`
`noise information” encompasses “information about the background noise
`
`present in each of a plurality of frequency subchannels when the
`
`subchannels are not in use.” Id. at 14 (quoting Ex. 1009, 20). Patent Owner
`
`argues that “none of Petitioner’s proposed constructions are necessary in
`
`deciding whether or not to institute trial” and declines to propose a
`
`construction for this term. Prelim. Resp. 11.
`
`We are persuaded by Petitioner, and, on this record, we interpret
`
`“frequency domain received idle channel noise information” to encompass
`
`“information about the background noise present in each of a plurality of
`
`frequency subchannels when the subchannels are not in use.”
`
`B. Obviousness of Claims 9‒12, 15‒18, and 21 over
`Milbrandt, Chang, Hwang, and ANSI T1.413
`
`Petitioner contends that claims 9‒12, 15‒18, and 21 of the ’412 patent
`
`are unpatentable under 35 U.S.C. § 103(a) as obvious over Milbrandt,
`
`Chang, Hwang, and ANSI T1.413. Pet. 18–68. For the reasons discussed
`
`below, the evidence, on this record, indicates there is a reasonable likelihood
`
`that Petitioner would prevail in showing that claims 9‒12, 15‒18, and 21 of
`
`the ’412 patent are unpatentable under 35 U.S.C. § 103(a) as obvious.
`
`1. Milbrandt (Ex. 1011)
`
`Milbrandt discloses a system and method for determining the transmit
`
`power of a communication device operating on digital subscriber lines.
`
`Ex. 1011, 1:20‒24. An example of the system is illustrated in Figure 1 as
`
`follows:
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`Figure 1 illustrates a communication system that provides both
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`telephone and data services. Id. at 4:4‒5. Communication system 10
`
`includes system management server 18 coupled to central offices 14, which
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`are coupled to several subscribers’ premises 12 using subscriber lines 16.
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`Id. at 4:6‒9. Database 22 stores subscriber line information 28 and
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`communication device information 29 defining the physical and operating
`
`characteristics of the subscriber lines 16 and communication devices 60. Id.
`
`at 4:9‒15. System management server 18 determines the data rate capacity
`
`of selected subscriber lines 16 using subscriber line information 28 stored in
`
`database 22, and the optimal transmit power for a communication device
`
`operating on a subscriber line 16. Id. at 4:15‒21.
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`Modem 42 at subscriber premises 12 receives the data signal
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`communicated by modem 60 and determines the subscriber line information
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`10
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`28, such as attenuation information, noise information, received signal
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`power spectrum density, or any other information describing the physical or
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`operating characteristics of subscriber line 16 at the one or more sub-
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`frequencies over which the connection between modem 60 and 42 is
`
`established. Id. at 11:38‒45. Modem 42 extrapolates subscriber line
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`information 28 to central office 14 over any achievable range of sub-
`
`frequencies using any suitable communication protocol. Id. at 4:45‒53.
`
`2. Chang (Ex. 1012)
`
`Chang discloses a telecommunications transmission test set for testing
`
`digital communications networks. Ex. 1012, 1:7‒9. One embodiment of the
`
`test set includes a light emitting diode (LED) display, a graphical display, a
`
`keypad, and an integrated microphone and speaker. Id. at 5:8‒12. The
`
`system can further include a processor, a DMM (digital multimeter) test
`
`circuit, a TDR (time domain reflection) test circuit, and a transmission line
`
`impairment test circuit. Id. at 5:28‒31, 5:58‒60. The test circuits provide
`
`test signals or test tones, and perform test measurements for various line
`
`qualification tests. Id. at 5:60‒63. The system further includes a modem
`
`module interface that receives data and control signals. Id. at 6:1‒10. The
`
`test set performs both line qualification testing and connectivity testing to
`
`allow complete installation, maintenance, and repairs of a communications
`
`network. Id. at 9:29‒32.
`
`3. Hwang (Ex. 1013)
`
`Hwang discloses an adaptive transmission system used in a network.
`
`Ex. 1013, 1:6‒8. The system includes a computer network including
`
`network nodes capable of transmitting and receiving data over a channel
`
`using a transmitter and receiver. Id. at 5:1‒8. The computer network
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`utilizes discrete multi-tone (DMT) technology to transmit data over the
`
`channels. Id. at 5:12‒14. A DMT-based system utilizes 256 tones, where
`
`each tone is capable of transmitting up to 15 bits of data on the tone
`
`waveform. Id. at 5:22‒24. If a channel characteristics are poor and the
`
`receiving node is unable to receive the transmitted data without errors, the
`
`transmitting node is able to adapt the transmission rate to ensure error-free
`
`data is received. Id. at 7:3‒7.
`
`4. ANSI T1.413 (Ex. 1014)
`
`ANSI T1.413 discloses electrical characteristics of Asymmetric
`
`Digital Subscriber Line (ADSL) signals appearing at a network interface.
`
`Ex. 1014, Abstract. ADSL allows for the provision of Plain Old Telephone
`
`Service (POTS) and a variety of digital channels. Id. at 1. Digital channels
`
`consist of full duplex low-speed channels and simplex high-speed channels
`
`in the direction from the network to the customer premises, and low-speed
`
`channels in the opposite direction. Id.
`
`5. Analysis
`
`The evidence set forth by Petitioner indicates there is a reasonable
`
`likelihood that Petitioner will prevail in showing that claims 9‒12, 15‒18,
`
`and 21 are unpatentable under 35 U.S.C. § 103(a) as obvious. Pet. 18–68.
`
`For example, the claim 21 preamble recites “[o]ne or more non-
`
`transitory computer-readable information storage media having stored
`
`thereon instructions that, if executed, cause a communications system for
`
`DSL service to perform a method.” Petitioner argues that Milbrandt
`
`discloses a “communication system [] that provides both telephone and data
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`services to subscribers” and a “communication device that transmits and
`
`receives data in [a] communication system [] using any suitable digital
`
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`subscriber line technology (xDSL).” Pet. 42 (quoting Ex. 1011, 4:3‒4,
`
`4:64‒67), 64 (citing Ex. 1009, 165) (emphasis omitted). Petitioner argues
`
`that Chang supplements Milbrandt because Chang discloses “a processor []
`
`that controls the operation of modem module [] according to program
`
`instructions stored in a memory,” where memory can be implemented as
`
`RAM, ROM, PROM, EPROM, FLASH memory, registers, or other memory
`
`devices. Id. at 30 (quoting Ex. 1012, 7:31‒34; citing Ex. 1012, 7:40‒46)
`
`(emphasis omitted). Petitioner argues that “[a] person of ordinary skill in the
`
`art would have understood that a ROM, a PROM, an EPROM, and FLASH
`
`are non-transitory computer readable memory since ‘ROM’ is an acronym
`
`for ‘Read Only Memory.’” Id. (citing Ex. 1009, 107).
`
`Petitioner argues that a person of ordinary skill in the art would have
`
`found it obvious to combine Milbrandt and Chang because both Milbrandt
`
`and Chang evaluate DSL communications and determine operational
`
`characteristics such as noise. Pet. 18‒19 (citing Ex. 1011, 8:53‒65, 9:31‒34;
`
`Ex. 1012, 1:6‒8, 2:59‒61; Ex. 1009, 34). Petitioner explains that a person
`
`with ordinary skill in the art would have recognized the advantages of
`
`measuring background noise using Chang’s techniques, where, for example,
`
`“when the system of Milbrandt updates the transmit power level for a device
`
`on one telephone line the impact on adjacent idle telephone lines within a
`
`binder group can be monitored using Chang’s approach.” Id. at 20.
`
`Petitioner further argues that “[t]hose of skill in the art would have
`
`understood that raising the transmit power level on a telephone line can
`
`improve [the] service quality by delivering a stronger signal to the far end.”
`
`Id. at 19‒20 (citing Ex. 1009, 37). Petitioner further provides several other
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`advantages a person of ordinary skill in the art would have recognized as the
`
`benefits of combining Milbrandt and Chang. See id. at 20‒23.
`
`Claim 21 additionally recites “transmitting a message, wherein the
`
`message comprises one or more data variables that represent the test
`
`information.” Petitioner argues that Milbrandt discloses this limitation. Pet.
`
`31, 43, 64. Petitioner explains that Milbrandt discloses a “[m]odem []
`
`comprises any suitable communication device [] that transmits and receives
`
`data.” Id. at 31 (quoting Ex. 1011, 4:64‒65) (emphasis omitted). Petitioner
`
`further argues that Milbrandt discloses “subscriber line information” that
`
`includes power spectrum density per sub-frequency Sf, attenuation
`
`information per sub-frequency Hf, and noise information per sub-frequency
`
`Nf, and it would have been obvious to a person with ordinary skill in the art
`
`that these values represent “one or more data variables.” Id. at 31‒32 (citing
`
`Ex. 1011, 11:38‒45, Ex. 1009, 56).
`
`Claim 21 also recites “wherein bits in the message are modulated onto
`
`DMT symbols using Quadrature Amplitude Modulation (QAM) with more
`
`than 1 bit per subchannel.” Petitioner argues that the combination of
`
`Milbrandt and Hwang disclose this limitation. Id. at 32‒34, 65. Petitioner
`
`contends that Milbrandt discloses communication using DMT modulation,
`
`where “DMT technology divides a subscriber line into individual ‘sub-bands
`
`or channels,’ and ‘uses a form of quadrature amplitude modulation (QAM)
`
`to transmit data in each channel simultaneously.’” Id. at 32‒33 (quoting Ex.
`
`1011, 11:60‒64) (emphasis omitted). Petitioner argues that Hwang discloses
`
`that a “DMT signal is basically the sum of N independently quadrature
`
`amplitude modulated (QAM) signals, each carried over a distinct carrier
`
`frequency channel,” and the ANSI standard provides for 256 carriers or
`
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`tones, where “[e]ach tone is QAM to carry up to 15 bits of data on each
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`cycle of the tone waveform (symbol).” Id. at 33 (quoting Ex. 1013, 2:67‒
`
`3:12; citing Ex. 1009, 58) (emphasis omitted). Accordingly, Petitioner
`
`argues that Milbrandt discloses modulating bits using DMT and QAM, and
`
`Hwang discloses that DMT and QAM provide for transmission of up to 15
`
`bits of data per subchannel. Id.
`
`With respect to the combination of references, Petitioner contends that
`
`a “person of ordinary skill in the art would have found it obvious to combine
`
`the teachings of Milbrandt and Hwang because Hwang provides additional
`
`details of ADSL communication technology.” Petitioner further contends
`
`thata person with ordinary skill in the art would “refer to all of their
`
`[Milbrandt, Chang, and Hwang] teachings in implementing an ADSL
`
`communication system for the purpose of obtaining a more complete
`
`understanding.” Pet. 23‒25. Petitioner argues that a person with ordinary
`
`skill in the art would have combined Hwang’s teaching of using up to 15 bits
`
`for each subchannel with Milbrandt’s communication system in order to
`
`transmit more data on each subchannel. Id. (citing Ex. 1009, 41). Petitioner
`
`also argues that a person would have been motivated to make such a
`
`combination in order to achieve a system that is “overall more efficient and
`
`has [a] higher throughput.” Id. (citing Ex. 1009, 41). Accordingly,
`
`Petitioner argues that combining Hwang’s known technique of using up to
`
`15 bits per subchannel to Milbrandt’s communication system renders
`
`nothing more than the predictable results of, for example, “transmitting data
`
`more efficiently, increasing throughput, improving service for customers,
`
`and making the system as [a] whole commercially desirable in the
`
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`marketplace.” Id. (citing Ex. 1009, 42). As such, a person with ordinary
`
`skill in the art would have combined Hwang with Milbrandt and Chang.
`
`Claim 21 further recites “wherein at least one data variable of the one
`
`or more data variables comprises an array representing power level per
`
`subchannel information.” Petitioner argues that Milbrandt discloses this
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`entire limitation (see id. at 34‒37 (citing Ex. 1011, 11:19‒24, 11:38‒45,
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`12:14‒31, 23:51‒57, Fig. 3; Ex. 1009, 59‒62; Ex. 1021, 126‒127; Ex. 1022,
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`34), 65 (citing Ex. 1009, 166)), except “Milbrandt does not expressly state
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`that the information is transmitted as an array.” Id. at 37. Milbrandt does
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`disclose, according to Petitioner, “using ADSL techniques that comply with
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`ANSI Standard T1.413.” Id. (quoting Ex. 1011, 9:31‒34). Petitioner argues
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`that ANSI T1.413 discloses “transmitting data variables that have a value for
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`a plurality of frequency sub-carriers.” Petitioner argues that ANSI T1.413
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`discloses transmitting bit values and gain values “{b1, g1, b2, g2, [. . .] b255,
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`g255},” where each available frequency sub-carrier has its own bit value and
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`gain value. Id. (citing Ex. 1014, 110) (emphasis omitted). Petitioner further
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`argues that a person with ordinary skill in the art would have “recognized
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`that a frequency sub-carrier in the ANSI T1.413 standard corresponds to
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`Milbrandt’s sub-frequency, and that both of these terms correspond to the
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`claimed ‘sub-channel.’” Id. (citing Ex. 1009, 64). Accordingly, Petitioner
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`contends that “it would have been obvious to a person of ordinary skill in the
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`art to transmit Milbrandt’s power spectrum density per sub-frequency and
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`attenuation information per sub-frequency using the same array data format
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`taught by ANSI T1.413. Id. at 37‒38 (citing Ex. 1009, 64).
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`Claim 21 additionally recites “receiving the message.” Petitioner
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`argues that Milbrandt discloses this limitation. Pet. 40, 47, 65. Petitioner
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`explains that Milbrandt discloses a “[m]odem [] [comprises any suitable]
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`‘communication device that transmits and receives data.’” Id. at 40 (quoting
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`Ex. 1011, 6:46‒49) (emphasis omitted). Claim 21 additionally recites the
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`contents of the received message, which is the same contents of the
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`transmitted message discussed above. Petitioner argues that it would have
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`been obvious to a person with ordinary skill in the art, that the message
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`transmitted by the subscriber modem of Milbrandt is the same message that
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`is received by the central office modem. Id. at 38, 41‒42, 46‒47, 65‒66
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`(citing Ex. 1009, 166). Accordingly, Petitioner provides the same analysis
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`for the contents of the received message as presented for the contents of the
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`transmitted message. Id.
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`Petitioner argues that a person with ordinary skill in the art would
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`have found it obvious to combine Milbrandt/Chang/Hwang with ANSI
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`T1.413 because Milbrandt/Chang/Hwang describe communication systems,
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`and ANSI T1.413 defines the ADSL communication standard. Pet. 25‒29
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`(citing Ex. 1009, 42‒43). Petitioner further argues that both Milbrandt and
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`Hwang refer to the ADSL standard set forth by ANSI T1.413, and, therefore,
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`a person with ordinary skill in the art would have been directed to combine
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`the teachings of all three references. Id. at 26 (citing Ex. 1009, 43).
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`Petitioner argues that it would have been advantageous to modify
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`Milbrandt/Chang/Hwang with the teachings of ANSI T1.413 in order to
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`“improve signal quality and reliability,” “adjust its automatic gain control . .
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`. to an appropriate level,” and “allow for interoperability with other devices
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`that are ANSI T1.413 standard compliant, making the overall system more
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`robust.” Id. at 26‒27 (citing Ex. 1009, 43‒44). Specifically, Petitioner
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`argues that
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`a person of ordinary skill in the art would have recognized that
`transmitting per-subchannel data as an array, as taught by ANSI
`T1.413, would advantageously allowed the receiving modem to
`receive and access the information on a per sub-channel basis,
`without the need for additional processing or reordering of the
`received information.
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`Id. at 38.
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`Patent Owner argues that the combination of Milbrandt, Chang,
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`Hwang, and ANSI T1.413 fails to teach or suggest “an array representing
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`power level per subchannel information.” Prelim. Resp. 14‒17 (emphasis
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`omitted). Specifically, Patent Owner argues that Milbrandt discloses
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`attenuation and power spectrum density over one or more “subfrequencies,”
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`but fails to disclose power levels “per sub-channel,” as recited by
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`independent claim 21. Id. at 14‒16. Accordingly, Patent Owner argues that
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`Milbrandt, at best, discloses “measuring attenuation and power spectrum
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`density for each ‘channel’—not ‘sub-channel.’” Id.
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`On this record, we are not persuaded by Patent Owner’s argument. As
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`argued by Petitioner, Milbrandt discloses measuring attenuation and power
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`spectrum density for “sub-frequencies,” and a person with ordinary skill in
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`the art would have understood Milbrandt’s power spectrum density per sub-
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`frequency is representative of “power level per subchannel information.”
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`Pet. 34‒37 (citing Ex. 1011, 11:19‒24, 11:38‒45, 12:14‒31, 23:51‒57, Fig.
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`3; Ex. 1009, 59‒62; Ex. 1021, 126‒127; Ex. 1022, 34). Milbrandt explains
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`that ADSL modems, using DMT technology, divide the bandwidth of a
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`subscriber line, which is generally referred to as the frequency spectrum, in
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`to many individual sub-bands or channels. Ex. 1011, 10:58‒63. The
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`frequency range from 25 kHz to 1.1 MHz is divided into sub-frequencies,
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`where each sub-frequency is an independent channel and supports
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`transmission of its own stream of data signals. Id. at 11:2‒6. Milbrandt
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`further states that “DMT technology is very useful for ADSL technology
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`where the sub-channels are divided into groups and one group of channels is
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`allocated for the uplink transmission of data and the other for the downlink
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`transmission of data.” Id. at 11:6‒10. Dr. Kiaei explains that Milbrandt’s
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`“sub-frequency” corresponds to the claimed “subchannel.” Pet. 37‒38
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`(citing Ex. 1009, 117). Accordingly, on this record, we are persuaded that
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`Petitioner has demonstrated a reasonable likelihood that it will prevail in
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`demonstrating that the combination of Milbrandt, Chang, Hwang, and ANSI
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`T1.413 discloses “an array representing power level per subchannel
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`information.”
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`Patent Owner further argues that Petitioner has not shown that a test
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`message comprising “an array representing power level per subchannel
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`information” would have been obvious over Milbrandt, Chang, Hwang, and
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`ANSI T1.413. Prelim. Resp. 17‒19 (emphasis omitted). Specifically, Patent
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`Owner argues that Petitioner has not established that “it would have been
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`obvious to add to Milbrandt the ability to transmit ‘power level per
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`subchannel information.’” Id. at 17. Patent Owner additionally argues that
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`Petitioner has not provided any reasons, with sufficient rational
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`underpinnings, to support combining Milbrandt, Chang, Hwang, and ANSI
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`T1.413 to “allegedly enable Milbrandt to transmit or receive ‘power level
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`per subchannel information based on a Reverb signal.’” Id. at 29‒33
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`(emphasis omitted).
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`We are not persuaded by Patent Owner. As discussed above,
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`Petitioner argues that it would have been advantageous to modify
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`Milbrandt/Chang/Hwang with the teachings of ANSI T1.413 in order to
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`“improve signal quality and reliability,” “adjust its automatic gain control . .
`
`. to an appropriate level,” and “allow for interoperability with other devices
`
`that are ANSI T1.413 standard compliant, mak[ing] the overall system more
`
`robust.” Pet. 25‒29 (citing Ex. 1009, 43‒44). Specifically, Petitioner argues
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`that “a person of ordinary skill in the art would have recognized that
`
`transmitting per-subchannel data as an array, as taught by ANSI T1.413,
`
`would [have] advantageously allowed the receiving modem to receive and
`
`access the information on a per sub-channel basis, without the need for
`
`additional proce