Prosecution Insights
Last updated: April 19, 2026
Application No. 18/535,969

SYSTEMS AND METHODS FOR VEHICLE ACCESS AND REMOTE CONTROL

Non-Final OA §103
Filed
Dec 11, 2023
Examiner
ALUNKAL, THOMAS D
Art Unit
2686
Tech Center
2600 — Communications
Assignee
Rivian Ip Holdings LLC
OA Round
3 (Non-Final)
72%
Grant Probability
Favorable
3-4
OA Rounds
2y 4m
To Grant
87%
With Interview

Examiner Intelligence

Grants 72% — above average
72%
Career Allow Rate
757 granted / 1054 resolved
+9.8% vs TC avg
Strong +16% interview lift
Without
With
+15.6%
Interview Lift
resolved cases with interview
Typical timeline
2y 4m
Avg Prosecution
29 currently pending
Career history
1083
Total Applications
across all art units

Statute-Specific Performance

§101
4.5%
-35.5% vs TC avg
§103
37.9%
-2.1% vs TC avg
§102
37.9%
-2.1% vs TC avg
§112
12.1%
-27.9% vs TC avg
Black line = Tech Center average estimate • Based on career data from 1054 resolved cases

Office Action

§103
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 . Continued Examination Under 37 CFR 1.114 A request for continued examination under 37 CFR 1.114, including the fee set forth in 37 CFR 1.17(e), was filed in this application after final rejection. Since this application is eligible for continued examination under 37 CFR 1.114, and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114. Applicant's submission filed on 2/16/2026 has been entered. Response to Arguments Applicant’s arguments, see Remarks, filed 1/16/2026, with respect to the rejections of claims 1-20 under 35 U.S.C. 103 have been fully considered and are persuasive in view of the amendments to the claims. Therefore, the rejection has been withdrawn. However, upon further consideration, a new grounds of rejection is made. Claim Rejections - 35 USC § 103 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. 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, 5-10, 13-15, 17 and 18 are rejected under 35 U.S.C. 103 as being unpatentable over Rathi et al. (hereafter Rathi)(US PgPub 2021/0339704) and in view of Ling et al. (hereafter Ling)(US PgPub 2023/0111327). Regarding claim 1, Rathi discloses a method for vehicle access and remote control (Figures 8 and 14B), comprising: establishing a wireless communication link with a wireless vehicle access system (VAS) device for a vehicle; authenticating the wireless VAS device (Figure 14B, Element 1462 and Paragraphs 0045, 0088, 0091, 0119, 0132 and 0133 where the mobile device of the user is authenticated by the vehicle system when in communication range); recognizing a hand gesture password performed by a user of the authenticated wireless VAS device; authenticating the hand gesture password based on a user profile associated with the authenticated wireless VAS device (Figure 8 and Paragraphs 0046, 0076 and 0081 where the vehicle senses user gestures corresponding to a password that is authenticated by the vehicle); recognizing a hand gesture command performed by the user of the authenticated wireless VAS device (Figure 8, Element 821 and Paragraphs 0046, 0059, 0061, 0079, 0080 and 0081 where user hand gestures are detected that correspond to vehicle commands); and executing a vehicle control command associated with the hand gesture command (Figure 8, Element 829 and Paragraphs 0046 and 0080 where a vehicle command is executed such as door unlocking /opening). Rathi does not specifically disclose where the hand gestures in Figure 8, Step 809 correspond to the disclosed hand gesture password that is determined based on a confidence measure value and that subsequent hand gestures corresponding to vehicle commands are detected only after the initial hand gesture password is authenticated. In the same field of endeavor, Ling discloses a vehicle access system where a user profile is authenticated by detecting a series of hand gestures (password) that are determined to be within a specified threshold tolerance (Figures, 9, 10, 12 and Paragraphs 0026, 0122 and 0124). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to provide the user profile hand gesture (password) vehicle authentication of Ling to the vehicle system of Rathi, thereby authenticating the user using hand gesture passwords within a threshold tolerance before performing subsequent command hand gestures, motivation being to authenticate a user corresponding to a trusted user profile before allowing additional vehicle control which increases vehicle system security. Furthermore, such a modification involves routine skill in the art and would have been obvious absent of unexpected results. Regarding claim 5, Rathi discloses wherein the hand gesture password includes a sequence of hand gestures (see rejection for claim 1 and Figure 8, Element 809 and Paragraphs 0046, 0076 and 0081 where the vehicle senses a sequence of user gestures corresponding to a password that is authenticated by the vehicle). Regarding claim 6, Rathi discloses wherein the sequence of hand gestures is performed by one hand (Figure 8, Element 809 and Paragraphs 0046, 0076 and 0081 where the vehicle senses a sequence of user gestures from one hand corresponding to a password that is authenticated by the vehicle). Regarding claim 7, Rathi discloses wherein the sequence of hand gestures includes two circles sequentially formed in opposite directions (Paragraphs 0059, 0061, 0066, 0067, 0076 and 0081 where variable user defined gestures are detected, such as circles and the like, while the user is spelling out a gesture based password). Regarding claim 8, Rathi discloses wherein establishing the wireless communication link is performed within a device detection zone (DDZ) (Figure 14B, Element 1462 and Paragraphs 0045, 0088, 0091, 0118, 0119, 0132 and 0133 where the mobile device of the user is authenticated by the vehicle system when in a communication zone). Regarding claim 9, Rathi discloses wherein recognizing the hand gesture password is performed within a hand gesture detection zone (HGDZ) (Figure 8, Element 821 and Paragraphs 0039, 0046, 0059, 0060, 0061, 0079, 0080 and 0081 where user hand gestures are detected that correspond to vehicle commands. Cameras are used to detect user gestures in a gesture detection zone). Regarding claim 10, Rathi discloses wherein a near vehicle zone (NVZ) immediately surrounds the vehicle, the HGDZ surrounds the NVZ, and the DDZ surrounds the HGDZ (Figure 2 and Paragraphs 0039, 0045, 0046, 0059, 0060, 0061, 0076, 0079, 0080, 0081 and 0084 where the vehicle system includes plural detection zones that detect user interaction with various user sensing devices). Regarding claim 13, Rathi discloses wherein the vehicle control command includes: lowering a suspension height, raising the suspension height, at least partially lowering one or more windows, at least partially raising one or more windows, turning on one or more interior cabin lights, turning off one or more interior cabin lights, turning on a cabin heating ventilation and air conditioning (HVAC) system, turning off the cabin HVAC system, turning on one or more exterior lights, turning off one or more exterior lights, locking at least one door, unlocking at least one door, opening a trunk, remote engine starting, arming a security system, disarming the security system, and activating a security system alarm (Figure 8, Element 829 and Paragraphs 0046 and 0080 where a vehicle command is executed such as door unlocking). Regarding claim 14, Rathi discloses wherein the vehicle control command includes: starting charging when coupled to a charging station, stopping charging when coupled to the charging station, setting a charging limit when coupled to the charging station, turning on a thermal management system (TMS), turning off the TMS, and opening a frunk (Paragraphs 0025 and 0124 where vehicle compartments, such as a trunk or frunk, are unlocked). Apparatus claims 15, 17 and 18 are drawn to the apparatus corresponding to the method of using same as claimed in claims 1, 5, 6, 7, 8, 9, 10, 13 and 14. Therefore apparatus claims 15, 17 and 18 correspond to method claims 1, 5, 6, 7, 8, 9, 10, 13 and 14, and are rejected for the same reasons of obviousness as used above. It is noted that Rathi discloses the use of plural cameras in the vehicle system (Paragraphs 0039 and 0045). Claims 2, 3, 4 and 16 are rejected under 35 U.S.C. 103 as being unpatentable over Rathi in view of Ling as applied to claims 1, 5-10, 13-15, 17 and 18 above, and further in view of Buttolo et al. (hereafter Buttolo) (US PgPub 2024/0280984). Regarding claims 2-4, Rathi and Ling do not specifically disclose sending, over the wireless communication link, a first haptic command to the authenticated wireless VAS device in response to authenticating the hand gesture password, sending, over the wireless communication link, a second haptic command to the authenticated wireless VAS device in response to recognizing the hand gesture command, wherein the first haptic command and the second haptic command are different vibration commands. In the same field of endeavor, Buttolo discloses a vehicle system where a user device is provided with different haptic feedback levels/types based on variables in the vehicle system (Figures 1A-1B and Paragraphs 0015, 0024 and 0025). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to provide the variable haptic feedback to a mobile device in a vehicle system of Buttolo to the vehicle system of Rathi and Ling, motivation being to provide the user with different haptic feedback types for successful hand gesture authentication which allows a user to confirm successful authentication by the vehicle which increases system workflow efficiency. Apparatus claim 16 is drawn to the apparatus corresponding to the method of using same as claimed in claims 2-4. Therefore apparatus claim 16 corresponds to method claims 2-4 and is rejected for the same reasons of obviousness as used above. Claims 11, 12, 19 and 20 are rejected under 35 U.S.C. 103 as being unpatentable over Rathi in view of Ling as applied to claims 1, 5-10, 13-15, 17 and 18 above, and further in view of Hirao (US PgPub 2021/0264691). Regarding claim 11, Rathi and Ling do not specifically disclose wherein the DDZ and the HGDZ are determined by a Bluetooth received signal strength indicator (RSSI) from the wireless VAS device. In the same field of endeavor, Hirao discloses a vehicle system where a location of mobile device of a user is determined using BLE RSSI from the mobile device (Paragraphs 0051, 0052, 0053, 0057, 0059, 0079, 0080, 0084 and 0132). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to provide the mobile device locating using BLE RSSI of Hirao to the vehicle system of Rathi and Ling, motivation being to accurately detect user mobile device location relative to the vehicle. Regarding claim 12, Rathi and Ling do not specifically disclose wherein the DDZ and the HGDZ are determined by an ultra wide band (UWB) signal Time-of-Flight (ToF) measured between the wireless VAS device and the vehicle. Int he same field of endeavor, Hirao discloses a vehicle system where a location of mobile device of a user is determined using UWB ToF between the mobile device and the vehicle (Paragraphs 0122-0123). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to provide the mobile device locating using UWB ToF of Hirao to the vehicle system of Rathi and Ling, motivation being to accurately detect user mobile device location relative to the vehicle. Apparatus claims 19-20 are drawn to the apparatus corresponding to the method of using same as claimed in claims 11-12. Therefore apparatus claims 19-20 correspond to method claims 11-12 and are rejected for the same reasons of obviousness as used above. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to THOMAS D ALUNKAL whose telephone number is (571)270-1127. The examiner can normally be reached M-F 9AM-5PM. 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, BRIAN ZIMMERMAN can be reached at 571-272-3059. 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. /THOMAS D ALUNKAL/Primary Examiner, Art Unit 2686
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Prosecution Timeline

Dec 11, 2023
Application Filed
Apr 18, 2025
Non-Final Rejection — §103
Jul 14, 2025
Interview Requested
Jul 22, 2025
Applicant Interview (Telephonic)
Jul 22, 2025
Examiner Interview Summary
Aug 25, 2025
Response Filed
Nov 13, 2025
Final Rejection — §103
Jan 16, 2026
Response after Non-Final Action
Feb 16, 2026
Request for Continued Examination
Feb 22, 2026
Response after Non-Final Action
Mar 01, 2026
Non-Final Rejection — §103
Apr 05, 2026
Interview Requested
Apr 15, 2026
Examiner Interview Summary
Apr 15, 2026
Applicant Interview (Telephonic)

Precedent Cases

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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
72%
Grant Probability
87%
With Interview (+15.6%)
2y 4m
Median Time to Grant
High
PTA Risk
Based on 1054 resolved cases by this examiner. Grant probability derived from career allow rate.

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