Prosecution Insights
Last updated: May 29, 2026
Application No. 18/918,137

ELECTRONIC DEVICE FOR SWITCHING MODE BY PROCESSING SENSING DATA AND SYSTEM USING THE SAME

Non-Final OA §103§112
Filed
Oct 17, 2024
Priority
Jan 04, 2019 — RE 10-2019-0001406 +4 more
Examiner
CHEN, XUXING
Art Unit
2176
Tech Center
2100 — Computer Architecture & Software
Assignee
Deepx Co. Ltd.
OA Round
1 (Non-Final)
86%
Grant Probability
Favorable
1-2
OA Rounds
11m
Est. Remaining
98%
With Interview

Examiner Intelligence

Grants 86% — above average
86%
Career Allowance Rate
546 granted / 635 resolved
+31.0% vs TC avg
Moderate +12% lift
Without
With
+11.7%
Interview Lift
resolved cases with interview
Typical timeline
2y 7m
Avg Prosecution
13 currently pending
Career history
652
Total Applications
across all art units

Statute-Specific Performance

§101
5.4%
-34.6% vs TC avg
§103
66.6%
+26.6% vs TC avg
§102
17.6%
-22.4% vs TC avg
§112
4.1%
-35.9% vs TC avg
Black line = Tech Center average estimate • Based on career data from 635 resolved cases

Office Action

§103 §112
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Claims 1-20 are pending. Double Patenting The nonstatutory double patenting rejection is based on a judicially created doctrine grounded in public policy (a policy reflected in the statute) so as to prevent the unjustified or improper timewise extension of the “right to exclude” granted by a patent and to prevent possible harassment by multiple assignees. A nonstatutory double patenting rejection is appropriate where the conflicting claims are not identical, but at least one examined application claim is not patentably distinct from the reference claim(s) because the examined application claim is either anticipated by, or would have been obvious over, the reference claim(s). See, e.g., In re Berg, 140 F.3d 1428, 46 USPQ2d 1226 (Fed. Cir. 1998); In re Goodman, 11 F.3d 1046, 29 USPQ2d 2010 (Fed. Cir. 1993); In re Longi, 759 F.2d 887, 225 USPQ 645 (Fed. Cir. 1985); In re Van Ornum, 686 F.2d 937, 214 USPQ 761 (CCPA 1982); In re Vogel, 422 F.2d 438, 164 USPQ 619 (CCPA 1970); In re Thorington, 418 F.2d 528, 163 USPQ 644 (CCPA 1969). A timely filed terminal disclaimer in compliance with 37 CFR 1.321(c) or 1.321(d) may be used to overcome an actual or provisional rejection based on nonstatutory double patenting provided the reference application or patent either is shown to be commonly owned with the examined application, or claims an invention made as a result of activities undertaken within the scope of a joint research agreement. See MPEP § 717.02 for applications subject to examination under the first inventor to file provisions of the AIA as explained in MPEP § 2159. See MPEP § 2146 et seq. for applications not subject to examination under the first inventor to file provisions of the AIA . A terminal disclaimer must be signed in compliance with 37 CFR 1.321(b). The filing of a terminal disclaimer by itself is not a complete reply to a nonstatutory double patenting (NSDP) rejection. A complete reply requires that the terminal disclaimer be accompanied by a reply requesting reconsideration of the prior Office action. Even where the NSDP rejection is provisional the reply must be complete. See MPEP § 804, subsection I.B.1. For a reply to a non-final Office action, see 37 CFR 1.111(a). For a reply to final Office action, see 37 CFR 1.113(c). A request for reconsideration while not provided for in 37 CFR 1.113(c) may be filed after final for consideration. See MPEP §§ 706.07(e) and 714.13. The USPTO Internet website contains terminal disclaimer forms which may be used. Please visit www.uspto.gov/patent/patents-forms. The actual filing date of the application in which the form is filed determines what form (e.g., PTO/SB/25, PTO/SB/26, PTO/AIA /25, or PTO/AIA /26) should be used. A web-based eTerminal Disclaimer may be filled out completely online using web-screens. An eTerminal Disclaimer that meets all requirements is auto-processed and approved immediately upon submission. For more information about eTerminal Disclaimers, refer to www.uspto.gov/patents/apply/applying-online/eterminal-disclaimer. Claims 1-20 are rejected on the ground of nonstatutory double patenting as being unpatentable over claims 1-18 of U.S. Patent No. 12165061 B2 and claims 1-10 of U.S. Patent No. 11429180 B2. Although the claims at issue are not identical, they are not patentably distinct from each other because the patented claims perform the same steps/functions as the claims in the instant application.. It would have been obvious to one of ordinary skill in the art to modify and/or to omit the additional elements of claims 1-18 of U.S. Patent No. 12165061 B2 and claims 1-10 of U.S. Patent No. 11429180 B2 to arrive at the claims 1-20 of the instant application because the ordinary skilled person would have realized that the remaining elements would performs the same function as before. Omission and/or additional of elements and its functions in combination is obvious expedient if the remaining elements performs the same functions as before. Claim Interpretation The following is a quotation of 35 U.S.C. 112(f): (f) Element in Claim for a Combination. – An element in a claim for a combination may be expressed as a means or step for performing a specified function without the recital of structure, material, or acts in support thereof, and such claim shall be construed to cover the corresponding structure, material, or acts described in the specification and equivalents thereof. The following is a quotation of pre-AIA 35 U.S.C. 112, sixth paragraph: An element in a claim for a combination may be expressed as a means or step for performing a specified function without the recital of structure, material, or acts in support thereof, and such claim shall be construed to cover the corresponding structure, material, or acts described in the specification and equivalents thereof. The claims in this application are given their broadest reasonable interpretation using the plain meaning of the claim language in light of the specification as it would be understood by one of ordinary skill in the art. The broadest reasonable interpretation of a claim element (also commonly referred to as a claim limitation) is limited by the description in the specification when 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, is invoked. As explained in MPEP § 2181, subsection I, claim limitations that meet the following three-prong test will be interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph: (A) the claim limitation uses the term “means” or “step” or a term used as a substitute for “means” that is a generic placeholder (also called a nonce term or a non-structural term having no specific structural meaning) for performing the claimed function; (B) the term “means” or “step” or the generic placeholder is modified by functional language, typically, but not always linked by the transition word “for” (e.g., “means for”) or another linking word or phrase, such as “configured to” or “so that”; and (C) the term “means” or “step” or the generic placeholder is not modified by sufficient structure, material, or acts for performing the claimed function. Use of the word “means” (or “step”) in a claim with functional language creates a rebuttable presumption that the claim limitation is to be treated in accordance with 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph. The presumption that the claim limitation is interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, is rebutted when the claim limitation recites sufficient structure, material, or acts to entirely perform the recited function. Absence of the word “means” (or “step”) in a claim creates a rebuttable presumption that the claim limitation is not to be treated in accordance with 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph. The presumption that the claim limitation is not interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, is rebutted when the claim limitation recites function without reciting sufficient structure, material or acts to entirely perform the recited function. Claim limitations in this application that use the word “means” (or “step”) are being interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, except as otherwise indicated in an Office action. Conversely, claim limitations in this application that do not use the word “means” (or “step”) are not being interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, except as otherwise indicated in an Office action. This application includes one or more claim limitations that do not use the word “means,” but are nonetheless being interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, because the claim limitation(s) uses a generic placeholder that is coupled with functional language without reciting sufficient structure to perform the recited function and the generic placeholder is not preceded by a structural modifier. Such claim limitation(s) is/are: “a sensing data generation unit configured to …”, and “a control unit configured to…” in claims 1 and 9, and “a power source unit configured to: supply…” in claims 2, 10, and 18. Because this/these claim limitation(s) is/are being interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, it/they is/are being interpreted to cover the corresponding structure described in the specification as performing the claimed function, and equivalents thereof. If applicant does not intend to have this/these limitation(s) interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, applicant may: (1) amend the claim limitation(s) to avoid it/them being interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph (e.g., by reciting sufficient structure to perform the claimed function); or (2) present a sufficient showing that the claim limitation(s) recite(s) sufficient structure to perform the claimed function so as to avoid it/them being interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph. Claim Rejections - 35 USC § 112 The following is a quotation of 35 U.S.C. 112(b): (b) CONCLUSION.—The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the inventor or a joint inventor regards as the invention. The following is a quotation of 35 U.S.C. 112 (pre-AIA ), second paragraph: The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the applicant regards as his invention. Claims 2, 10 and 18 is rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor (or for applications subject to pre-AIA 35 U.S.C. 112, the applicant), regards as the invention. Claim limitation “a power source unit configured to: supply…” invokes 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph. However, the written description fails to disclose the corresponding structure, material, or acts for performing the entire claimed function and to clearly link the structure, material, or acts to the function. There is no disclosure of any particular structure, either explicitly or inherently, to perform claimed functions. The specification does not provide sufficient details such that one of ordinary skill in the art would understand which power supplying structure(s) perform(s) the claimed function. Therefore, the claim is indefinite and is rejected under 35 U.S.C. 112(b) or pre-AIA 35 U.S.C. 112, second paragraph. Applicant may: (a) Amend the claim so that the claim limitation will no longer be interpreted as a limitation under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph; (b) Amend the written description of the specification such that it expressly recites what structure, material, or acts perform the entire claimed function, without introducing any new matter (35 U.S.C. 132(a)); or (c) Amend the written description of the specification such that it clearly links the structure, material, or acts disclosed therein to the function recited in the claim, without introducing any new matter (35 U.S.C. 132(a)). If applicant is of the opinion that the written description of the specification already implicitly or inherently discloses the corresponding structure, material, or acts and clearly links them to the function so that one of ordinary skill in the art would recognize what structure, material, or acts perform the claimed function, applicant should clarify the record by either: (a) Amending the written description of the specification such that it expressly recites the corresponding structure, material, or acts for performing the claimed function and clearly links or associates the structure, material, or acts to the claimed function, without introducing any new matter (35 U.S.C. 132(a)); or (b) Stating on the record what the corresponding structure, material, or acts, which are implicitly or inherently set forth in the written description of the specification, perform the claimed function. For more information, see 37 CFR 1.75(d) and MPEP §§ 608.01(o) and 2181. The following is a quotation of the first paragraph of 35 U.S.C. 112(a): (a) IN GENERAL.—The specification shall contain a written description of the invention, and of the manner and process of making and using it, in such full, clear, concise, and exact terms as to enable any person skilled in the art to which it pertains, or with which it is most nearly connected, to make and use the same, and shall set forth the best mode contemplated by the inventor or joint inventor of carrying out the invention. The following is a quotation of the first paragraph of pre-AIA 35 U.S.C. 112: The specification shall contain a written description of the invention, and of the manner and process of making and using it, in such full, clear, concise, and exact terms as to enable any person skilled in the art to which it pertains, or with which it is most nearly connected, to make and use the same, and shall set forth the best mode contemplated by the inventor of carrying out his invention. Claims 2, 10 and 18 are rejected under 35 U.S.C. 112(a) or 35 U.S.C. 112 (pre-AIA ), first paragraph, as failing to comply with the written description requirement. The claim(s) contains subject matter which was not described in the specification in such a way as to reasonably convey to one skilled in the relevant art that the inventor or a joint inventor, or for applications subject to pre-AIA 35 U.S.C. 112, the inventor(s), at the time the application was filed, had possession of the claimed invention. As described above, the disclosure does not provide adequate structure to perform the claimed functions. The specification does not demonstrate that applicant has made an invention that achieves the claimed functions because the invention is not described with sufficient detail such that one of ordinary skill in the art can reasonably conclude that the inventor had possession of the claimed invention. Claim Rejections - 35 USC § 103 The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. The factual inquiries for establishing a background for determining obviousness under 35 U.S.C. 103 are summarized as follows: 1. Determining the scope and contents of the prior art. 2. Ascertaining the differences between the prior art and the claims at issue. 3. Resolving the level of ordinary skill in the pertinent art. 4. Considering objective evidence present in the application indicating obviousness or nonobviousness. Claim(s) 1-20 is/are rejected under 35 U.S.C. 103 as being unpatentable over Ganong, III et al. (hereinafter Ganong) (US 20140274203 A1) in view of Lee et al. (hereinafter Lee) (US 20200118544 A1). As to claim 1, Ganong teaches an electronic device comprising: a sensing data generation unit [microphones] configured to generate at least one sensing data [0080: “for example, audio signals receiving from one or more microphones in response to acoustic activity in the environment…”]; a dedicated artificial intelligence (AI) acceleration processor [0072: secondary processor] configured to generate a wake-up data to switch from a first mode to a second mode by processing the at least one sensing data by a trained artificial neural network model [0081] [0091] [00165: “explicit voice detection 820 determines that the user spoke a permissible explicit voice trigger. In response, voice response system 850 may transition the mobile device from the low power mode to an active mode…”]; and a control unit [0072: primary processor] configured to generate a control command based on the wake-up data [0165: “…activate the primary processor and/or otherwise ready the mobile device to perform any of its available functions.”]; wherein no power is supplied to the control unit during the first mode while a power is supplied to the control unit during the second mode [0072: “In this manner, the secondary processor may be able to dispense with some appreciable percentage of the received acoustic input without having to engage the primary processor, thus conserving power resources and allocating them on as-needed basis. This may be particularly useful when the mobile device is operating in a low power mode wherein the processor is powered down…”], wherein the trained artificial neural network model is an artificial intelligence recognition model configured to output a determination data of performing specific function in response to the at least one sensing data [0081] [0091]. Ganong does not teach wherein the at least one sensing data include one of an image data, a position data, a fingerprint recognition data, an infrared sensor sensing data. Lee teaches that sensing data includes one of an image data, a position data, a fingerprint recognition data, an infrared sensor sensing data in an intelligent recognition system [FIG. 8: one of sensors is camera] [0240: “Individualized information that can be acquired through the service manager may include at least one data (a calendar, an application, a messaging service, use of a music application, etc.) that the client device 50 uses through a cloud environment, at least one sensing data (a camera,…”]. Thus, it would have been obvious to one of ordinary skill in the art before the effective filing date of the invention to incorporate the teaching of utilizing camera as sensor as suggested in Lee into Ganong to implement intelligent processing. One having ordinary skill in the art would have been motivated to make such modification to improve flexibility and user experience by adding input means. As to claim 2, Ganong teaches the electronic device of claim 1, further comprising: a power source unit configured to: supply power to the sensing data generation unit and the dedicated AI acceleration processor while supplying no power to the control unit during the first mode [0072: “In this manner, the secondary processor may be able to dispense with some appreciable percentage of the received acoustic input without having to engage the primary processor, thus conserving power resources and allocating them on as-needed basis. This may be particularly useful when the mobile device is operating in a low power mode wherein the processor is powered down…”] [0076: “When operating in a low power mode,…while at least one microphone remains at least partially on so as to continue to monitor the acoustic environment to receive acoustic input when the mobile device is operating in a low power mode.”]; and supply power to the sensing data generation unit, the dedicated Al acceleration processor, and the control unit during the second mode [“0165: “the voice response system may wake-up the mobile device to the same extent the mobile device is activated when a user performs the manual actions required to wake-up the device (e.g., the voice response system may turn on the display, activate the primary processor and/or otherwise ready the mobile device to perform any of its available functions.)”]. As to claim 3, Lee further teaches wherein the trained artificial neural network model is embedded in the dedicated Al acceleration processor [0148: “The AI processor 21 may learn a neural network using a program stored in the memory 25.”][FIG. 5] [0160: “the data learning unit 22 may further include a learning data preprocessor…for generating a recognition model.”]. As to claim 4, Lee further teaches wherein the trained artificial neural network is trained by machine learning technique [0147: “The AI device 20 is a computing device capable of learning neural networks…”] [0150]. As to claim 5, Ganong teaches Ganong teaches wherein the electronic device is one of a smart phone, a computer, a server, a display device, a refrigerator, an air conditioner, a home appliance, a vehicle, an illumination device, and a communication device [0041: “mobile device 100 is illustrated as having a number of components characteristic of a ‘smart phone.’…”]. As to claim 6, Ganong teaches the electronic device of claim 1, further comprising: a first function unit that is an always-on module turned-on even when the electronic device is turned-off [0073: “the above described examples of multi-state processing may facilitate the implementation of an ‘always-on’ voice response system that can monitor and respond to voice commands while…”]. As to claim 7, Ganong teaches the electronic device of claim 1, further comprising a first function unit [voice response system] and a second function unit [second stage processing], wherein the first function unit is turned-on, and wherein the second function unit is turned-off to reduce power consumption and then is turned-on when the control command is received from the control unit [0074: “As such, the voice response system may incrementally or progressively transition the mobile device from a low power mode to an active mode by activating resources only as needed. For example, the voice response system may activate a secondary processor to perform one or more processing stages while leaving the primary processor in a low power mode until and/or unless the primary processor is needed.”] [0076: “When the voice response system determines that the acoustic input likely includes speech and/or a voice command, the voice response system may turn on one or more additional microphones.”]. As to claim 8, Ganong teaches wherein the control unit is one of a CPU or an application processor (AP) configured to control an overall operation of the electronic device [0037: “…the mobile device’s primary processor (e.g., main central processing unit (CPU)) may be engaged to perform one or more subsequent processing stages.”]. As to claims 9-16, they relate to system claims comprising the similar subject matters claimed in claims 1-8. Therefore, they are rejected under the same reasons applied to claims 1-8. As to claim 17-20, , they relate to apparatus claims comprising the similar subject matters claimed in claims 1-3 and 8. Therefore, they are rejected under the same reasons applied to claims 1-3 and 8. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to XUXING CHEN whose telephone number is (571)270-3486. The examiner can normally be reached M-F 9-5:30PM. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Jaweed Abbaszadeh can be reached at 571-270-1640. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /XUXING CHEN/ Primary Examiner, Art Unit 2176
Read full office action

Prosecution Timeline

Oct 17, 2024
Application Filed
Apr 23, 2026
Non-Final Rejection mailed — §103, §112 (current)

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
86%
Grant Probability
98%
With Interview (+11.7%)
2y 7m (~11m remaining)
Median Time to Grant
Low
PTA Risk
Based on 635 resolved cases by this examiner. Grant probability derived from career allowance rate.

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