Prosecution Insights
Last updated: April 19, 2026
Application No. 18/551,175

DATA-AIDED RADAR SENSING

Final Rejection §103
Filed
Sep 18, 2023
Examiner
MAKHDOOM, SAMARINA
Art Unit
3648
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
LENOVO (SINGAPORE) PTE. LTD.
OA Round
2 (Final)
70%
Grant Probability
Favorable
3-4
OA Rounds
3y 1m
To Grant
97%
With Interview

Examiner Intelligence

Grants 70% — above average
70%
Career Allow Rate
71 granted / 101 resolved
+18.3% vs TC avg
Strong +27% interview lift
Without
With
+26.6%
Interview Lift
resolved cases with interview
Typical timeline
3y 1m
Avg Prosecution
77 currently pending
Career history
178
Total Applications
across all art units

Statute-Specific Performance

§101
2.7%
-37.3% vs TC avg
§103
75.1%
+35.1% vs TC avg
§102
21.4%
-18.6% vs TC avg
§112
0.8%
-39.2% vs TC avg
Black line = Tech Center average estimate • Based on career data from 101 resolved cases

Office Action

§103
DETAILED ACTION The amendment filed January 16, 2026 has been entered. Claim 1, 9, and 15-20 are amended. Claims 1-20 are pending this application. 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. Claims 1-20 are rejected under 35 U.S.C. 103 as being unpatentable over Wanuga et al (WO 2021/030685 A1) in view of Rahman et al (IEEE, 2020). Regarding Claim 1, Wanuga teaches network equipment (NE) for wireless communication, comprising [0031-0032 for wireless devices]: at least one memory [0031 for computers and networks]; and at least one processor coupled with the at least one memory and configured to cause the NE to [0031-0032, 0037]: receives a first configuration comprising an indication of at least one set of time-frequency resources for sensing [0040 for using WRTUs and 0107 for WRTU transmitting reference signals for sensing at specific times]; receives a second configuration comprising an indication of a type of sensing to perform on the at least one set of time-frequency resources [0040, 0107-0108 for an activation indication]; perform sensing according to the first configuration and the second configuration [0040 with 0110-0111 for backscatter measurements for phase and CIR]; and transmit a report that indicates one or more sensing measurements based on the performed sensing [0040, 0107-0108]. Wanuga fails to explicitly teach and without suspending wireless communication, wherein the sensing is performed jointly with wireless communication on the at least one set of time-frequency resources. Rahman has a unified system platform that enables downlink and uplink sensing (page 1926, abstract) and teaches and without suspending wireless communication, wherein the sensing is performed jointly with wireless communication on the at least one set of time-frequency resources [page 1928, right column, fifth paragraph for an RRU using reflected downlink communications]. It would have been obvious to a person of ordinary skill in the art before the effective filling date of the applicant’s invention for modifying the beam steering techniques, as disclosed by Wanuga, further including the reflections calculations as taught by Rahman for the purpose to enable RRU to sense the surrounding environment (Rahman, page 1928, right column, fifth paragraph). Regarding Claim 9, Wanuga teaches a method performed by a network equipment (NE), the method comprising [0031-0032 for wireless devices]: Receiving a first configuration comprising an indication of at least one set of time-frequency resources for sensing measurement and a sensing [0040 for using WRTUs and 0107 for WRTU transmitting reference signals for sensing at specific times]; receiving a second configuration comprising an indication of a type of sensing to perform on the at least one set of time-frequency resources [0040, 0107-0108 for an activation indication]; performing sensing according to the first configuration and the second configuration [0040 with 0110-0111 for backscatter measurements for phase and CIR]; and transmitting a report the conducted that indicates one or more sensing measurements based on the performed sensing [0040, 0107-0108]. Wanuga fails to explicitly teach and without suspending wireless communication, wherein the sensing is performed jointly with wireless communication on the at least one set of time-frequency resources. Rahman has a unified system platform that enables downlink and uplink sensing (page 1926, abstract) and teaches and without suspending wireless communication, wherein the sensing is performed jointly with wireless communication on the at least one set of time-frequency resources [page 1928, right column, fifth paragraph for an RRU using reflected downlink communications]. It would have been obvious to a person of ordinary skill in the art before the effective filling date of the applicant’s invention for modifying the beam steering techniques, as disclosed by Wanuga, further including the reflections calculations as taught by Rahman for the purpose to enable RRU to sense the surrounding environment (Rahman, page 1928, right column, fifth paragraph). Regarding Claim 15, Wanuga teaches a network equipment (NE) for wireless communication, comprising [0031-0032 for wireless devices]: at least one memory [0032-0032]; and at least one processor coupled with the at least one memory and configured to cause the NE to [0032-0032 and 0037]; transmits a first configuration comprising an indication of at least one set of time-frequency resources for sensing [0040 for using WRTUs and 0107 for WRTU transmitting reference signals for sensing at specific times]; transmits a second configuration comprising an indication of a type of sensing to perform on the at least one set of time-frequency resources [0040, 0107-0108 for an activation indication]; and receives a report that indicates one or more sensing measurements based on performed sensing [0040, 0107-0108]. Wanuga fails to explicitly teach performed jointly with communication on the at least one set of time-frequency resources without suspending communication. Rahman has a unified system platform that enables downlink and uplink sensing (page 1926, abstract) and teaches performed jointly with communication on the at least one set of time-frequency resources without suspending communication [page 1928, right column, fifth paragraph for an RRU using reflected downlink communications]. It would have been obvious to a person of ordinary skill in the art before the effective filling date of the applicant’s invention for modifying the beam steering techniques, as disclosed by Wanuga, further including the reflections calculations as taught by Rahman for the purpose to enable RRU to sense the surrounding environment (Rahman, page 1928, right column, fifth paragraph). Regarding Claim 16, Dwivedi teaches a method performed by network equipment (NE) the method comprising [0031-0032 for wireless devices]: transmitting a first configuration comprising an indication of at least one set of time-frequency resources for sensing [0040 for using WRTUs and 0107 for WRTU transmitting reference signals for sensing at specific times]; transmitting a second configuration comprising an indication of a type of sensing to perform on the at least one set of time-frequency resources [0040, 0107-0108 for an activation indication]; and receiving a report that indicates one or more sensing measurements based on sensing performed jointly with communication on the at least one set of time-frequency resources performed jointly with communication [0040, 0107-0108]. Wanuga fails to explicitly teach performed communication on the at least one set of time- frequency resources without suspending communication. Rahman has a unified system platform that enables downlink and uplink sensing (page 1926, abstract) and teaches communication on the at least one set of time- frequency resources without suspending communication [page 1928, right column, fifth paragraph for an RRU using reflected downlink communications]. It would have been obvious to a person of ordinary skill in the art before the effective filling date of the applicant’s invention for modifying the beam steering techniques, as disclosed by Wanuga, further including the reflections calculations as taught by Rahman for the purpose to enable RRU to sense the surrounding environment (Rahman, page 1928, right column, fifth paragraph). Regarding Claim 2, and 10, Wanuga teaches the second configuration comprises an indication of a waveform type for sensing measurement, an indication of a computational strategy, an indication of a sensing memory, or a combination thereof [0091 for multiple architecture types]. Regarding Claim 3, Wanuga discloses the at least one processor is configured to cause the NE to perform sensing jointly with information received on the at least one set of time-frequency resources [0034, 0107], decode the received information, and use a sequence decoded from the received information as a reference signal for part of the sensing [0037]. Regarding Claim 4, and 12, Wanuga teaches the at least one processor is configured to cause the NE to [0034, 0110]: perform a sensing task on the at least one set of time-frequency resources that coexist with transmissions for a and transmit a third configuration to the network node for adjusting transmission parameters to assist the sensing by the NE [0108, 0119]. Regarding Claim 5, and 13, Wanuga teaches the at least one processor is configured to cause the NE to configure sensing modes on the at least one set of time-frequency resources together with an indication of a time domain behavior, including a one-time configuration, a periodic configuration, or a semi-persistent configuration [0034, 0107, 0113 for semi-persistent, aperiodic reporting]. Regarding Claim 6 and 14, Wanuga teaches the at least one processor is configured to cause the NE to receive a third configuration for performing beam measurements for communication with or sensing from one or more network nodes [0034, 0108 also 0152-0153 for blockage statistics and backscatter measurements]. Regarding Claim 7, Wanuga teaches the at least one processor is configured to cause the NE to receive a configuration from a network node with one or more of a first beam for sensing and information reception, a second beam for information reception, a third beam for information transmission where the transmission is used for sensing at the network node, a fourth beam for sensing, and a fifth beam for information transmission [0098 for pair of beams, with 0108, 0152]. Regarding Claim 8, Wanuga teaches the at least one processor is configured to cause the NE to receive a configuration from a network node with one or more of a first waveform for sensing and information reception, a second waveform for information reception, a third waveform for information transmission where the transmission is used for sensing at the network node, a fourth waveform for sensing, a fifth waveform for information transmission, and a six waveform for information transmission and reception [0107-0108]. Regarding Claim 17, Wanuga teaches first configuration, the second configuration, or both, are transmitted as at least one of a periodic configuration, a semi-persistent configuration, or an aperiodic configuration [0034, 0107, 0113 for semi-persistent, aperiodic reporting]. Regarding Claim 18, Wanuga teaches at least one set of time-frequency resources comprises one or more time-domain symbols configured as joint communication-and-sensing symbols [0056]. Regarding Claim 19, Wanuga teaches sensing measurements are based on at least a portion of a communication signal transmitted or received on the at least one set of time-frequency resources [0113-0114 for time frequency resources]. Regarding Claim 20, Wanuga teaches at least one set of time-frequency resources for sensing is outside a set of time-frequency resources configured for reception of data or control signaling other than the communication performed jointly with the sensing [0113-0114]. Response to Arguments Applicant’s arguments with respect to claims 1-20 have been considered but are moot because the new ground of rejection, necessitated by amendments, does not rely on any reference applied in the prior rejection of record for any teaching or matter specifically challenged in the argument. In applicant’s arguments page 10, last paragraph of applicant’s arguments, the applicant states that Siomina fails to suggest jointly with communication time frequency resources. The examiner respectfully disagrees, new reference Wanuga teaches time frequency resources for joint communication systems [Wanuga, 0113-0114]. In applicant’s arguments page 12, third paragraph of applicant’s arguments, the applicant states that Siomina and Orhan do not teach the limitations of claims 3, 11, and 18. The examiner respectfully disagrees, Rahman teaches with time frequency resources without suspending communications [Rahman, page 1928, right column, 5th paragraph]. Conclusion THIS ACTION IS MADE FINAL. Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to SAMARINA MAKHDOOM whose telephone number is (703)756-1044. The examiner can normally be reached Monday – Thursdays from 8:30 to 5:30 pm eastern time. 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, William Kelleher can be reached on 571-272-7753 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. /SAMARINA MAKHDOOM/ Examiner, Art Unit 3648
Read full office action

Prosecution Timeline

Sep 18, 2023
Application Filed
Apr 08, 2024
Response after Non-Final Action
Oct 11, 2025
Non-Final Rejection — §103
Jan 16, 2026
Applicant Interview (Telephonic)
Jan 16, 2026
Examiner Interview Summary
Jan 16, 2026
Response Filed
Feb 11, 2026
Final Rejection — §103
Apr 13, 2026
Examiner Interview Summary
Apr 13, 2026
Applicant Interview (Telephonic)

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

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Prosecution Projections

3-4
Expected OA Rounds
70%
Grant Probability
97%
With Interview (+26.6%)
3y 1m
Median Time to Grant
Moderate
PTA Risk
Based on 101 resolved cases by this examiner. Grant probability derived from career allow rate.

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