`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 — PAGE 1
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`EXHIBIT 2110
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`EXHIBIT 2110
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 - PAGE 1
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`
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`Filed on Behalf of Valencell, Inc.
`By: Sanford E. Warren Jr. (SWarren@wriplaw.com)
`R. Scott Rhoades (SRhoades@wriplaw.com)
`Warren Rhoades LLP
`1212 Corporate Drive, Suite 250
`Irving, Texas 75038
`Tel: 972-550-2955
`Fax: 469-442-0091
`
`UNITED STATES PATENT AND TRADEMARK OFFICE
`
`BEFORE THE PATENT TRIAL AND APPEAL BOARD
`
`APPLE, INC.
`Petitioner
`
`v.
`
`VALENCELL, INC.
`Patent Owner
`
`Case IPR2017-00318 - U.S. Patent No. 8,886,269
`
`Case IPR2017-00317 – U.S. Patent No. 8,989,830
`
`DECLARATION OF ALBERT H. TITUS IN SUPPORT OF
`VALENCELL’S MOTIONS TO AMEND UNDER 37 C.F.R. § 42.121
`
`Mail Stop PATENT BOARD
`Patent Trial and Appeal Board
`U.S. Patent & Trademark Office
`P.O. Box 1450
`Alexandria, Virginia 22313-1450
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`PAGE 1
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 - PAGE 2
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`I, Albert Titus, declare as follows:
`I.
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`INTRODUCTION
`A. Engagement
`1. My name is Dr. Albert H. Titus. I have been asked to submit this
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`declaration on behalf of Valencell, Inc. (“Valencell” or “Patent
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`Owner”) in connection with Motions to Amend for U.S. Patent Nos
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`8,989,830 (“the ’830 patent”) and 8,886,269 (“the ‘269 patent”).
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`2. I have been retained as a technical expert by Warren Rhoades LLP and
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`Valencell to study and provide my opinions on the prior art related to
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`the claim amendments for the ’830 patent and the ‘269 patent. I have
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`also been retained by Valencell and Bragalone Conroy PC to study and
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`provide my opinions related to the Patent Owner’s Response for the
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`IPRs involving the ’830 patent and the ‘269 patent and I hereby
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`incorporate by reference that Declaration.
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`3. As part of my study, I have reviewed and am familiar with the prior art
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`and specifications of the ’830 patent and the ‘269 patent.
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`B. Background and Qualifications
`4. I expect to testify regarding my background, qualifications, and
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`experience relevant to the issues in this proceeding.
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`PAGE 2
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 - PAGE 3
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`5. I am a tenured, Full Professor of Biomedical Engineering at the
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`University at Buffalo, The State University of New York. I am also the
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`current Department Chair. My curriculum vitae (CV), has the complete
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`outline of my experience, publications, patents, and related work. In
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`these paragraphs, I highlight the experiences relevant to the topic at
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`hand.
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`
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`6. I earned a Bachelor of Science (BS) in Electrical Engineering and a
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`Master of Science (MS) in Electrical Engineering from the University
`
`at Buffalo in 1989 and 1991, respectively. My MS thesis focused on
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`optical pulse compression. In that work, I studied methods for
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`generating ultra-short optical pulses using a laser source and optical
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`fibers. I attended the Georgia Institute of Technology for my Ph.D. (in
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`Electrical Engineering) and completed my degree in 1997. My Ph.D.
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`research was centered around silicon-based vision systems. This work
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`combined knowledge of biological visual systems, silicon-based
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`transistor integrated electronics, and silicon-based photodetectors (the
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`precursors to today’s CMOS cameras). I was able to develop an
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`integrated circuit (“chip”) that combined processing circuitry and
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`CMOS photodetectors
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`to perform depth perception processing
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`mimicking animals’ visual systems.
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`PAGE 3
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 - PAGE 4
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`7. After completing my Ph.D., I was a faculty member at the Rochester
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`Institute of Technology where I taught numerous courses in Electrical
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`Engineering. In 2001, I moved to the University at Buffalo. I continued
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`my research into silicon visual processing and also moved into optical
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`sensing for chemical and biological applications. In 2008, I was asked
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`to help lead the development of a new department, the Department of
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`Biomedical Engineering. This department was formed and I am
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`currently the Department Chair.
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`8. My research and teaching activity has moved more into the biomedical
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`field. I have numerous publications focused on sensing, and have six
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`patents awarded and one additional patent pending. I have consulted
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`with small companies and had sponsored research projects from various
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`industry and federal sources.
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`9. I have developed and taught courses in biomedical instrumentation.
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`One particular course I created and have taught one time is “Advanced
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`Biomedical Electronics.” This course focuses on developing wearable
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`electronic sensing devices for measuring different biosignals. The
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`primary project of this course requires that student teams develop a
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`PAGE 4
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 - PAGE 5
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`wearable, microcontroller-based photoplethysmography system for
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`measuring pulse rate and oxygen concentration.
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`
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`10. I have summarized in this section my educational background, work
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`experience, and other relevant qualifications. Additional details about
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`my employment history, fields of expertise, and publications are further
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`described in my curriculum vitae. A true and accurate copy of my
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`curriculum vitae is attached as Appendix A.
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`C. Compensation and Prior Expert Witness Experience
`11. I am being compensated for the time I spend on this case at my normal
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`consulting rate. I am also being reimbursed for reasonable and
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`customary expenses associated with my work and testimony in this
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`investigation. My compensation is not contingent upon the outcome of
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`this matter or the substance of my testimony.
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`D. Information Considered
`12. My opinions are based on my years of education, research and
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`experience, as well as my investigation and study of relevant materials.
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`II. LEGAL STANDARDS
`13. In expressing my opinions and considering the subject matter of the
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`amended claims of the ’830 patent and the ‘269 patent, I am relying
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`upon certain basic legal principles that counsel has explained to me.
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`PAGE 5
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 - PAGE 6
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`14. First, I understand that for an invention claimed in a patent to be found
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`patentable, it must be, among other things, new and not obvious from
`
`what was known before the invention was made.
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`15. I understand the information that is used to evaluate whether an
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`invention is new and not obvious is generally referred to as “prior art”
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`and generally includes patents and printed publications (e.g., books,
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`journal publications, articles on websites, product manuals, etc.).
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`16. I understand that in this proceeding, the claims must be given their
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`broadest reasonable interpretation consistent with the specification. The
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`claims after being construed in this manner are then to be compared to
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`the information in the prior art.
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`17. I understand that in this proceeding, the information that may be
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`evaluated is limited to patents and printed publications. My analysis
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`below compares the claims to patents and printed publications that are
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`prior art.
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`18. I understand that there are two ways in which prior art may render a
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`patent claim unpatentable. First, the prior art can be shown to
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`“anticipate” the claim. Second, the prior art can be shown to have made
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`the claim “obvious” to a person of ordinary skill in the art. I understand
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`that Petitioner contends that certain references render obvious the
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`PAGE 6
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 - PAGE 7
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`claims of the ’830 patent, but that Petitioner does not assert that any
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`prior art anticipates any claim. My understanding of the applicable legal
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`standards for obviousness is set forth below.
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`A. Obviousness
`19. I understand that a claimed invention is not patentable if it would have
`
`been obvious to a person of ordinary skill in the field of the invention
`
`at the time the invention was made.
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`20. I understand that the obviousness standard is defined in the patent
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`statute (35 U.S.C. § 103(a)) as follows: A patent may not be obtained
`
`though the invention is not identically disclosed or described as set forth
`
`in section 102 of this title, if the differences between the subject matter
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`sought to be patented and the prior art are such that the subject matter
`
`as a whole would have been obvious at the time the invention was made
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`to a person having ordinary skill in the art to which said subject matter
`
`pertains. A patent is not invalid because of the manner in which the
`
`invention was made.
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`21. I understand that the following standards govern the determination of
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`whether a claim in a patent is obvious. I have applied these standards
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`in my evaluation of whether the amended claims of the ’830 patent and
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`‘269 patent would have been considered obvious.
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`PAGE 7
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 - PAGE 8
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`22. I understand that to find a claim in a patent obvious, one must make
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`certain findings regarding the claimed invention and the prior art.
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`Specifically, I understand that the obviousness question requires
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`consideration of four factors (although not necessarily in the following
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`order):
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` The scope and content of the prior art;
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` The differences between the prior art and the claims at issue;
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` The knowledge of a person of ordinary skill in the pertinent art; and
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` Whatever objective factors indicating obviousness or non-obviousness
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`may be present in any particular case.
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`23. In addition, I understand that the obviousness inquiry should not be
`
`done in hindsight, but must be done using the perspective of a person
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`of ordinary skill in the relevant art as of the effective filing date of the
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`patent claim.
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`24. I understand the objective factors indicating obviousness or non-
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`obviousness may include: commercial success of products covered by
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`the patent claims; a long-felt need for the invention; failed attempts by
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`others to make the invention; copying of the invention by others in the
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`field; unexpected results achieved by the invention; praise of the
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`invention by the infringer or others in the field; the taking of licenses
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`PAGE 8
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 - PAGE 9
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`under the patent by others; expressions of surprise by experts and those
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`skilled in the art at the making of the invention; and the patentee
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`proceeded contrary to the accepted wisdom of the prior art.
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`25. I understand the combination of familiar elements according to known
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`methods is likely to be obvious when it does no more than yield
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`predictable results. I also understand that an example of a solution in
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`one field of endeavor may make that solution obvious in another related
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`field. I also understand that market demands or design considerations
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`may prompt variations of a prior art system or process, either in the
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`same field or a different one, and that these variations will ordinarily be
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`considered obvious variations of what has been described in the prior
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`art.
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`26. I also understand that if a person of ordinary skill can implement a
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`predictable variation, that variation would have been considered
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`obvious. I understand that for similar reasons, if a technique has been
`
`used to improve one device, and a person of ordinary skill in the art
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`would recognize that it would improve similar devices in the same way,
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`using that technique to improve the other device would have been
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`obvious unless its actual application yields unexpected results or
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`challenges in implementation.
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`PAGE 9
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 - PAGE 10
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`27. I understand that the obviousness analysis need not seek out precise
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`teachings directed to the specific subject matter of the challenged claim,
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`but instead can take account of the “ordinary innovation” and
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`experimentation that does no more than yield predictable results, which
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`are inferences and creative steps that a person of ordinary skill in the
`
`art would employ.
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`28. I understand that sometimes it will be necessary to look to interrelated
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`teachings of multiple patents; the effects of demands known to the
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`design community or present in the marketplace; and the background
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`knowledge possessed by a person having ordinary skill in the art. I
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`understand that all these issues may be considered to determine whether
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`there was an apparent reason to combine the known elements in the
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`fashion claimed by the patent at issue.
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`29. I understand that the obviousness analysis cannot be confined by a
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`formalistic conception of the words “teaching, suggestion, and
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`motivation.” I understand that in 2007, the Supreme Court issued its
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`decision in KSR Int’l Co. v. Teleflex, Inc. where the Court rejected the
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`previous requirement of a “teaching, suggestion, or motivation to
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`combine” known elements of prior art for purposes of an obviousness
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`analysis as a precondition for finding obviousness. It is my
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`PAGE 10
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 - PAGE 11
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`understanding that KSR confirms that any motivation that would have
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`been known to a person of skill in the art, including common sense, or
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`derived from the nature of the problem to be solved, is sufficient to
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`explain why references would have been combined.
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`30. I understand that a person of ordinary skill attempting to solve a
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`problem will not be led only to those elements of prior art designed to
`
`solve the same problem. I understand that under KSR standard, steps
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`suggested by common sense are important and should be considered.
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`Common sense teaches that familiar items may have obvious uses
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`beyond the particular application being described in a reference, that if
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`something can be done once it is obvious to do it multiple times, and in
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`many cases a person of ordinary skill will be able to fit the teachings of
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`multiple patents together like pieces of a puzzle. As such, the prior art
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`considered can be directed to any need or problem known in the field
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`of endeavor at the time of invention and can provide a reason for
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`combining the elements of the prior art in the manner claimed. In other
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`words, the prior art does not need to be directed towards solving the
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`same problem that is addressed in the patent. Further, the individual
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`prior art references themselves need not all be directed towards solving
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`the same problem.
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 - PAGE 12
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`31. I understand that an invention that might be considered an obvious
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`variation or modification of the prior art may be considered non-
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`obvious if one or more prior art references discourages or lead away
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`from the line of inquiry disclosed in the reference(s). A reference does
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`not “teach away” from an invention simply because the reference
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`suggests that another embodiment of the invention is better or preferred.
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`My understanding of the doctrine of teaching away requires a clear
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`indication that the combination should not be attempted (e.g., because
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`it would not work or explicit statements saying the combination should
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`not be made). I understand that a person of ordinary skill is also a person
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`of ordinary creativity.
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`32. I further understand that in many fields, it may be that there is little
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`discussion of obvious techniques or combinations, and it often may be
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`the case that market demand, rather than scientific literature or
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`knowledge, will drive design trends. Where there is such a design need
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`or market pressure to solve a problem and there are a finite number of
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`identified, predictable solutions, a person of ordinary skill has good
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`reason to pursue the known options within their technical grasp. If this
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`leads to the anticipated success, it is likely the product not of innovation
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`but of ordinary skill and common sense. In that instance, the fact that a
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`CONDITIONAL MOTION TO AMEND
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`EXHIBIT 2110 - PAGE 13
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`combination was obvious to try might show that it was obvious. The
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`fact that a particular combination of prior art elements was “obvious to
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`try” may indicate that the combination was obvious even if no one
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`attempted the combination. If the combination was obvious to try
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`(regardless of whether it was actually tried) or leads to anticipated
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`success, then it is likely the result of ordinary skill and common sense
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`rather than innovation.
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`III. Claim Construction
`33. It is understood that the amended claims for both ‘269 and ‘830 are so
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`written and interpreted that all of the subclaims (such as in claim 1 of
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`‘269 and claims 1, 8, 11, and 18) have meaning in the order in which
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`they are presented and described and that it is necessary to include all
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`parts as described in the order given to achieve the results intended by
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`the inventions.
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`IV. Person of Ordinary Skill in the Art
`34. It is my understanding that Valencell has not disputed Petitioner’s
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`definition of a Person of Ordinary Skill in the Art, specifically, a person
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`who would have had (i) at least a four-year degree in electrical
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`engineering, mechanical engineering, biomedical engineering, optical
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`engineering, or related field of study, or equivalent experience, and at
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`PAGE 13
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 - PAGE 14
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`least two years of experience in academia or industry studying or
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`developing physiological monitoring devices such as non-invasive
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`optical biosensors and (ii) would also be familiar with optical system
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`design and signal processing.
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`35. Based on my education and extensive experience cited herein, I believe
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`I am qualified to provide opinions about the understanding and
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`qualifications of a person of ordinary skill in the art in this proceeding.
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`V. ANALYSIS OF PRIOR ART
`A. The Amended Claims of the ‘269 and ‘830 Patents
`36. I was provided the final amendments to the ‘269 and ‘830 patents. I
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`did not participate in the creation of the claim amendments of the ‘269
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`and ‘830 patents. To the best of my knowledge, the claim amendments
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`provided to me for the ‘269 and ‘830 patents were not subsequently
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`modified.
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`B. Prior Art Available
`37. The following prior art documents were publicly available or made
`
`available to me for my review: Prior art identified in the following
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`Valencell IPRs (IPR2017-00315, IPR2017-00317, IPR2017-00318,
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`IPR2017-00319, and IPR2017-00321); prior art identified in the
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`litigations involving Apple and Fitbit; prior art identified on the
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`PAGE 14
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`VALENCELL, INC.
`EXHIBIT 2110 - PAGE 15
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`Valencell patents and the file histories; and prior art identified in the
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`Valencell related patents and file histories.
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`38. I have identified what I consider the relevant prior art related to the
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`amended claims of the ‘269 and ‘830 patents.
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`C. Hong Patent Application U.S. 2008/0132798
`39. The Hong patent application discloses a headset device configured to
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`measure heart rate using a PPG sensor. The device is primarily intended
`
`for ear measurements, but no specific information on the sensing is
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`provided. The PPG is described as being first low pass filtered and then
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`peak detection is done. A “decision making” algorithm is used to
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`determine heart rate, but no specific information is provided about this.
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`Also included is an “adaptive windowing rules” component, but no
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`specific information is provided about this. The application mentions
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`that a motion sensor is used to reduce motion artifacts, but it does not
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`explain how this is done; motion information is not used in any
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`algorithm description. Thus, Hong does not teach or disclose the
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`amended claims in either the ‘269 or ‘830 patents.
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`D. Amano Patent U.S. 6081742
`40. The Amano patent discloses a device (finger mounted optical pulse
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`sensor attached to a watch in communication with a computer) that can
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`IPR2017-00317
`CONDITIONAL MOTION TO AMEND
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`EXHIBIT 2110 - PAGE 16
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`measure the respiratory rate of the wearer. Motion sensors are used to
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`remove body motion noise
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`that prevents accurate respiratory
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`measurement. The respiratory rate is calculated using the PPG sensor
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`data. The time-based optical pulse signal is converted to a frequency
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`spectrum via FFT and the time motion signal is also converted to
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`frequency domain signals. Using peak frequency components based on
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`frequency location, the acceptable pulse information can be obtained.
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`However, there is no mention of adaptive filtering nor any pre-adaptive
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`filtering. Thus, this patent does not teach or disclose the amended
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`claims in either ‘269 or ‘830 patents.
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`E. Al-Ali Patent Application U.S. 2003/0181798
`41. The Al-Ali patent application discloses a communication adaptor that
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`is intended to transmit and receive pulse and oxygen saturation data via
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`wired or wireless method from a wearable such as a watch to a remote
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`base station, termed the pulse oximetry monitor module (computer or
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`another similar device). The goal is to communicate sensor information
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`to the monitor which can then report the sensor information and/or
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`generate waveforms that can be used to calculate oxygen saturation
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`levels. While the signal processing component mentions a variety of
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`processing methods, there is no motion sensing in this device, nor is
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`there discussion of how this would be made part of the adaptor. Thus,
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`Al-Ali does not teach or disclose the amended claims in either the ‘269
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`or ‘830 patents.
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`F. Vetter Patent Application U.S. 2003/0065269
`42. The Vetter patent application describes a device and method for
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`detecting pulse rate. The device is a wrist-based device, similar to a
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`watch. It uses optical signals to obtain pulse information; at least two
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`emitters and detectors are used for this. Motion detecting devices (for
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`example, accelerometers) are used to obtain motion information. The
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`motion information is used to obtain cleaner pulse information by
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`subtracting motion from the optical signals. The algorithm states that
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`motion artifacts are removed using non-linear model-based noise
`
`cancelling, but no details are provided. There is no discussion on pre-
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`filtering of the signals prior to combination in the adaptive
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`filtering/noise canceling stages. Therefore, this patent application does
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`not teach or predict the entirety of the amended claims in the ‘269 or
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`the ‘830 patents.
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`G. Verjus Patent Application U.S. 2003/0233051
`43. The Verjus patent application describes an ear-based device for
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`delivering amplified sound to the wearer and measuring heart rate. The
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`EXHIBIT 2110 - PAGE 18
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`device could be headphones (such as for a “Walkman” or hearing aid.
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`The heart rate measuring device is described as having multiple optical
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`emitters and detectors as well as motion sensing devices
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`(accelerometric devices). The accelerometric signals are filtered using
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`an analog band-pass filter (0.5Hz to 10 Hz nominally). The
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`combination of optical signals with motion signals is not described in
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`this application. There are no details about the optical components
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`except that there are multiple emitters and detectors, and that the
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`preferred wavelengths to use are near infrared wavelengths. There is no
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`presentation of data or justification that would allow one to understand
`
`whether the device is able to remove running motion artifacts from the
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`heart rate signal. Therefore, this patent application does not teach or
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`predict the amended claims of the ‘269 or ‘830 patents.
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`H. Fricke Patent Application U.S. 2009/0105556
`44. The Fricke patent application describes an apparatus for measuring
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`physiological signals from the body, primarily heart rate, respiration
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`rate and blood pressure. The device uses an optical emitter and detector
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`to determine fluctuation in a level of blood in a capillary bed in the
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`body. The algorithm for determining pulse rate uses a multiple step
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`approach that includes an initial (0.5Hz - 5.5Hz) band pass filter, an
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`instantaneous frequency detector block, and the subsequent parallel
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`analyses of the inter-beat interval (IBI) through various further filtering
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`stages. The outputs from these parallel paths of processing can be stored
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`for further analysis. Also included are algorithms for calculating
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`respiration rate and blood pressure. However, no motion sensors are
`
`used in the device and no details about the optical components are
`
`provided. Additionally, the device is intended for in ear use. Therefore,
`
`this patent application does not teach or predict the amended claims of
`
`the ‘269 or ‘830 patents.
`
`I. Asada Article- “Mobile Monitoring with Wearable
`Photoplethysmographic Biosensors”
`45. The article discusses the development of a ring device for PPG
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`measurements.
`
`Included
`
`is a discussion of using multiple
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`photodetectors so that one can be used as a motion reference to remove
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`motion artifacts from the other signal. The only wavelength discussion
`
`for the emitter suggests using a red (660nm) LED; there is no mention
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`of using two different wavelength LEDs. In addition, the article states
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`that the use of accelerometers for obtaining motion information is
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`impractical for a ring-based system. The article illustrates that an
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`adaptive filter could be included, but this is not described in the article,
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`nor is there a discussion of an initial filtering for preconditioning or pre-
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`adaptive filtering. There is also no discussion of the device being
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`capable of functioning properly while the wearer is running, as the
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`discussion of the ring’ use centers on monitoring chronic conditions.
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`Therefore, for the reasons stated above, this paper does not teach or
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`predict the amended claims of the ‘269 or ‘830 patents.
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`J. Han Article – “Development of a wearable health monitoring device
`with motion artifact reduced algorithm”
`46. This conference paper discusses the use of a 4th order normalized least
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`mean square (NLMS) filter to remove motion artifacts from a PPG
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`signal obtained using a finger-based wireless PPG sensor. The results
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`show that the filtering using the accelerometer as the motion reference
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`improves the ability to obtain an accurate PPG signal. The wearable
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`sensor is battery powered and has an accelerometer. Experiments are
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`performed with one hand outfitted with a ring, but held stationary as a
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`reference, and the other hand also outfitted with a ring, but waved at
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`(moved periodically) different frequencies. The data from the rings are
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`collected on a remote computer. The remote computer is used to store,
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`analyze, and display the processed signals. The wearable has some
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`signal filtering and amplification on-board, but the adaptive filtering is
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`done on the remote computer, not on the ring. The experiments involve
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`waving a hand, but at slow rates that do not replicate running rates.
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`Because the experiments do not accurately mimic foot movement or
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`running motion, and because the adaptive filtering occurs off the ring
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`(on the remote computer), this paper does not teach or predict the
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`amended claims of the ‘269 or ‘830 patents.
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`K. Comtois Article – “A Comparative Evaluation of Adaptive Noise
`Cancellation Algorithms for Minimizing Motion Artifacts in a
`Forehead-Mounted Wearable Pulse Oximeter”
`47. This conference paper discusses the impact of different filter orders on
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`the performance of noise cancelling algorithms for PPG signals that
`
`have motion artifact noise. The authors showed that processing motion-
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`corrupted PPG signals by least mean squares (LMS) and recursive least
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`squares (RLS) algorithms can be used to reduce SpO2 errors and heart
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`rate errors during jogging. The custom forehead mounted PPG sensor
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`records and stores PPG data; included on the forehead is a 3-axis
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`accelerometer. The accelerometer data is also recorded and stored. Data
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`is analyzed off-line; in other words, the forehead-mounted device
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`collects the sensed data and transmits it to the remote computer for
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`processing later. No processing (including any adaptive filtering) is
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`done on the device while the wearer is being sensed. The three
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`accelerometer signals are combined into one signal and used as the
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`noise reference signal for the adaptive noise cancellation. This
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`processing was done using Matlab on the remote computer and the
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`analysis shows that higher order filters performed better and that LMS
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`(least mean squared) algorithm is faster than the recursive least squares
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`method. The structure of the optical sensors not described. There is no
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`discussion of any pre-conditioning or pre-adaptive
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`filtering.
`
`Performance is improved using the LMS or RLS processing, but is
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`worse while jogging as opposed to resting. It is not shown to be
`
`effective while running. For these reasons, this paper does not teach or
`
`predict the amended claims of the ‘269 or ‘830 patents.
`
`L. Dekker Patent U.S. 670752
`48. The Dekker patent describes a method for determining respiration rate
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`using a plethysmographic signal obtained using an optical method. The
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`one or more emitter and photodetector pairs may use multiple
`
`wavelengths. The received “pleth” signals are used to determine
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`oxygen saturation levels. The period of the heart beat can be determined
`
`using various means, and then this is used to determine respiration rate,
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`based on the pulsatile nature of the pleth signal. This signal can be
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`decomposed
`
`into various frequency components. It
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`is
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`these
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`components, and in particular, the 0.3-0.5 Hz component that can be
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`used for determining respiration rate without outside motion artifacts
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`corrupting the signal from other sources. No particular optical
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`component designs are included. The patent does not claim to include
`
`any pre-conditioning or pre-adaptive filtering. The patent also does not
`
`claim to remove motion noise artifacts at all. For these reasons, this
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`patent does not teach or predict the amended claims of the ‘269 or ‘830
`
`patents.
`
`M. Bryars Patent U.S. 5807267
`49. The Bryars patent discloses a watch-type device for measuring heart
`
`rate and motion information with sensor(s) positioned in the watch strap
`
`over the radial artery. The sensor consists of at least two piezoelectric
`
`devices and optical devices (for PPG measurements). One piezo sensors
`
`measures pulse+everything, and the other measures everything except
`
`the pulse. These two signals are subtracted to obtain the pulse. The LED
`
`is an IR LED which may be pulsed to get signals with and without LED
`
`on to remove background light noise. Thus, the device is described to
`
`use two methods of finding pulse information. The patent also
`
`discussed using FFTs to filter signals remove noise from artifacts.
`
`However, the patent does not discuss combining the piezo method and
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`optical method in any way. There is no discussion about the optical
`
`component structure. Finally, there is no discussion of adaptive filtering
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`used in processing the any signals. For these reasons, this patent does
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`not teach or predict the amended claims of the ‘269 or ‘830 patents.
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`N. Kosuda Patent Application U.S. 2004/0186387
`50. The Kosuda patent application discloses a device and method for
`
`measuring a pulse and removing body motion noise. The application
`
`discloses combining 3-axis accelerometer outputs with the pulse sensor
`
`output via adaptive filtering to improve pulse detection. Motion
`
`information is used to generate filter coefficients for the adaptive
`
`filtering