Prosecution Insights
Last updated: April 19, 2026
Application No. 18/824,729

TECHNIQUES FOR ADJUSTING VEHICLE SETTINGS BASED ON WEARABLE-BASED DATA

Final Rejection §103
Filed
Sep 04, 2024
Examiner
JIN, GEORGE C.
Art Unit
3747
Tech Center
3700 — Mechanical Engineering & Manufacturing
Assignee
Oura Health OY
OA Round
2 (Final)
84%
Grant Probability
Favorable
3-4
OA Rounds
2y 2m
To Grant
97%
With Interview

Examiner Intelligence

Grants 84% — above average
84%
Career Allow Rate
387 granted / 459 resolved
+14.3% vs TC avg
Moderate +13% lift
Without
With
+12.8%
Interview Lift
resolved cases with interview
Typical timeline
2y 2m
Avg Prosecution
29 currently pending
Career history
488
Total Applications
across all art units

Statute-Specific Performance

§101
3.2%
-36.8% vs TC avg
§103
45.1%
+5.1% vs TC avg
§102
38.5%
-1.5% vs TC avg
§112
12.3%
-27.7% vs TC avg
Black line = Tech Center average estimate • Based on career data from 459 resolved cases

Office Action

§103
DETAILED ACTION Response to Amendment The arguments filed on 1/27/26 have been entered 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 . 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. Claim(s) 1-5, 7-18 is/are rejected under 35 U.S.C. 103 as being unpatentable over Riedel et al (US PG Pub no. 2017/0282856) in view of Kato et al (US PG Pub No. 2020/0391696). Regarding claim 1, Riedel teaches A wearable system communicatively coupled with a vehicle, comprising: A wearable device (102 figure 1) configured to acquire physiological data from a user; and one or more processors (304 figure 2 and 3) communicatively coupled with the vehicle and the finger-worn wearable ring device, the one or more processors configured to: determine that the user is positioned within a determined proximity of the vehicle based, at least in part, on a communication detected between the vehicle and the wearable device; (410 figure 4 414 figure 4 paragraph 46-47) retrieve the physiological data measured from the user via the finger-worn wearable ring device based, at least in part, on the determination that the user is positioned within the determined proximity of the vehicle; and (702 figure 7 paragraph 52) transmit, to the vehicle, a signal configured to cause the vehicle to selectively adjust one or more operational parameters of the vehicle based at least in part on the physiological data. (figure 7 710 yes/no 714 if heart rate are similar paragraph 53 yes allow communication… paragraph 57-59 authorized to implement table 3 and personalized vehicle settings in vehicle. Also 834 figure 8c paragraph 42 for more concise explanation) Riedel does not explicitly teach however Kato teaches that the wearable device is a finger worn wearable ring (1 figure 1 abstract) It would have been obvious to one of ordinary skill in the art at the time of filing to modify Ridel based on the teachings of Kato to teach that the wearable device is a finger worn wearable ring. The motivation would e to determine is user is authorized (abstract). Regarding claim 2, Riedel teaches wherein the one or more processors are further configured to: compare the physiological data collected via the finger-worn wearable ring device to a stored user profile associated with the user, wherein transmitting the signal to selectively adjust the one or more operational parameters (table 1 and 2 paragraph 36-39) is based at least in part on the physiological data collected via the finger-worn wearable ring device matching baseline physiological data associated with the stored user profile, and wherein the selective adjustment of the one or more operational parameters is in accordance with a set of configured operational parameters associated with the stored user profile. (834 figure 8c paragraph 61 paragraph 42 see for more concise explanation). Regarding claim 3, Riedel teaches wherein the set of configured operational parameters is from a plurality of sets of configured operational parameters, and wherein each set of configured operational parameters is associated with a different vehicle type. (paragraph 43 examiner interprets different vehicle type as different geographical locations that vehicle is parked then in paragraph 44 sophia returns to car and operational parameter like climate control, mood, radio are adjusted for Sophia or Jackson) Regarding claim 4, Riedel teaches wherein the set of configured operational parameters is from a plurality of sets of configured operational parameters, and wherein each set of configured operational parameters is associated with a different position of the user within the vehicle (paragraph 35 and 43 sophia or Jackson are different position of user. User = operation ID. Position is automotive operator). Regarding claim 5, Riedel teaches wherein, to transmit the signal configured to cause the vehicle to selectively adjust the one or more operational parameters, the one or more processors are further configured to: transmit the signal configured to cause the vehicle to selectively adjust the one or more operational parameters in a first portion of the vehicle based at least in part on a first position of the user within the vehicle; or (paragraph 35 position is automotive operator. User = operation ID) transmit the signal configured to cause the vehicle to selectively adjust the one or more operational parameters in a second portion of the vehicle based at least in part on a second position of the user within the vehicle. (figure 7 714 gather operator heart rate, to then enable communication then 834 figure 8c; paragraph 42 for a more concise explanation) Regarding claim 7, Riedel teaches wherein, to transmit the signal configured to cause the vehicle to selectively adjust the one or more operational parameters, the one or more processors are further configured to: transmit the signal configured to cause the vehicle to selectively adjust the one or more operational parameters a configured duration after the physiological data satisfies one or more trigger conditions. (paragraph 45 operates current biometric; adjust entertainment content or sports suspension 834 figure 8c or 916 figure 9 or 1012 figure 10). Regarding claim 8, Riedel teaches wherein the one or more trigger conditions comprises the user waking up, the user completing a workout, or the user completing one or more routine actions (paragraph 45 end of business day driver stressed… soothing music). Regarding claim 9, Riedel teaches wherein the one or more processors are further configured to: identify a physiological state of the user, a psychological state of the user, or both, based at least in part on the physiological data, wherein the selective adjustment of the one or more operational parameters of the vehicle is based at least in part on the physiological state of the user, the psychological state of the user, or both. (paragraph 45 see claim 8). Regarding clam 10, Riedel teaches wherein the physiological state of the user, the psychological state of the user, or both, are associated with a mode from a plurality of modes, and wherein each mode of the plurality of modes is associated with a different selective adjustment of the one or more operational parameters of the vehicle (paragraph 45 see claim 8). Regarding claim 11, Riedel teaches wherein the one or more processors are further configured to: receive an indication of a destination of the user; and (paragraph 64 driving to work) determine a navigational route (paragraph 64 coffee order ready as approaches Emma coffee is the route) from a current position of the user to the destination based at least in part on the physiological data, wherein the one or more operational parameters of the vehicle comprises one or more route determination settings. (916 figure 9 paragraph 64 auto company can ask operator whether he/she wishes to purchase coffee from Emma coffee shop on her way to her place of business) Regarding claim 12, Riedel teaches wherein the one or more processors are further configured to: receive an indication of an incoming message, an incoming call, or both; and determine whether or not to cause one or more components of the vehicle to alert the user of the incoming message, the incoming call, or both, based at least in part on the physiological data and based at least in part on determining that the user is driving the vehicle, wherein the one or more operational parameters of the vehicle comprises one or more alert settings. (1014 figure 10). Regarding claim 13, Riedel teaches wherein the one or more processors are further configured to: determine that the user is experiencing an altered state of consciousness based at least in part on the physiological data, wherein the signal is configured to cause the vehicle to disable the one or more operational parameters based at least in part on the user experiencing the altered state of consciousness. (712 figure 7 heart rate doesn’t match signature don’t unlock door). Regarding claim 14, Riedel teaches wherein the one or more operational parameters of the vehicle comprise a vehicle seat setting, a mirror setting, a vehicle climate control setting, an interior lighting setting, a driving performance profile associated with the vehicle, or any combination thereof (table 2 paragraph 38). Regarding claim 15, Riedel teaches wherein the one or more processors are further configured to: retrieve second physiological data measured from a second user via a second wearable device based at least in part on determining that the second user is positioned in the determined proximity of the vehicle; and transmit, to the vehicle, a second signal configured to cause the vehicle to selectively adjust one or more second operational parameters of the vehicle based at least in part on the second physiological data. (paragraph 38-39 operator profile and ID). Regarding claim 16, Riedel teaches wherein the one or more processors are further configured to: detect, via the vehicle, a presence of a second user within the vehicle; and transmit, to the vehicle, a second signal configured to cause the vehicle to selectively adjust one or more second operational parameters of the vehicle based at least in part on detecting the presence of the second user, wherein the selective adjustment of the one or more second operational parameters is in accordance with a default set of operational parameters based at least in part on failing to retrieve physiological data associated with the second user.(paragraph 38-39 and 35). Regarding claim 17, Riedel teaches wherein the one or more processors are further configured to transmit the signal prior to the user entering the vehicle (paragraph 35 figure 4, 7, 8c). Regarding claim 18, Riedel teaches wherein the one or more processors are further configured to transmit the signal based at least in part on the user entering the vehicle (paragraph 45). Claim(s) 6 is/are rejected under 35 U.S.C. 103 as being unpatentable over Riedel et al (US PG Pub no. 2017/0282856) and Kato et al (US PG Pub No. 2020/0391696) in view of Jain (US PG Pub No. 2017/0375477) Regarding claim 6, Riedel does not explicitly teach however Jain teaches wherein the first position is a driver position, and wherein the second position is a passenger position (abstract 404 -> 408 414 figure 4). It would have been obvious to one of ordinary skill in the art at the time of filing to modify Riedel and Kato based on the teachings of Jain to teach wherein the first position is a driver position, and wherein the second position is a passenger position. The motivation would be to accurately detect if person is driver or passenger (Jain paragraph 1 and 12) Response to Arguments Applicant's arguments filed 1/27/26 have been fully considered but they are not persuasive. Regarding applicants arguments on page 9 paragraph 1 applicant states that Riedel states that two separate process without any indication or suggestion of the two processes being inter-relteaed… Riedel does not teach… retrieving physiological data… based on user position proximity of vehicle. Examiner disagrees and asks applicant to refer to paragraph 44-45 where driver biometric data is read based on the proximity of vehicle. Paragraph 42, 57-59 also provides information about data collected. 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 GEORGE C. JIN whose telephone number is (571)272-9898. The examiner can normally be reached 9AM-6PM. 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, Lindsay Low can be reached at (571) 272-1196. 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. /GEORGE C JIN/Primary Examiner, Art Unit 3747
Read full office action

Prosecution Timeline

Sep 04, 2024
Application Filed
Oct 30, 2025
Non-Final Rejection — §103
Jan 27, 2026
Response Filed
Mar 21, 2026
Final Rejection — §103 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12600429
UNIVERSAL ROTATION FRONT STEERING FOR A RIDING DEVICE
2y 5m to grant Granted Apr 14, 2026
Patent 12600368
ZONAL ARCHITECTURE FOR VEHICLE
2y 5m to grant Granted Apr 14, 2026
Patent 12600327
DRIVING ASSISTANCE APPARATUS, DRIVING ASSISTANCE METHOD, AND NON-TRANSITORY STORAGE MEDIUM
2y 5m to grant Granted Apr 14, 2026
Patent 12594939
VEHICLE CONTROL APPARATUS AND METHOD, AND STORAGE MEDIUM
2y 5m to grant Granted Apr 07, 2026
Patent 12589719
REMOTE CONTROL OF A BRAKE CONTROLLER FOR A TOWED VEHICLE
2y 5m to grant Granted Mar 31, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

AI Strategy Recommendation

Get an AI-powered prosecution strategy using examiner precedents, rejection analysis, and claim mapping.
Powered by AI — typically takes 5-10 seconds

Prosecution Projections

3-4
Expected OA Rounds
84%
Grant Probability
97%
With Interview (+12.8%)
2y 2m
Median Time to Grant
Moderate
PTA Risk
Based on 459 resolved cases by this examiner. Grant probability derived from career allow rate.

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month