Prosecution Insights
Last updated: May 29, 2026
Application No. 18/438,560

ADAPTIVE INDUSTRIAL VEHICLE LIGHTING CONTROL

Non-Final OA §103§112
Filed
Feb 12, 2024
Examiner
CHAI, RAYMOND REI-YANG
Art Unit
2844
Tech Center
2800 — Semiconductors & Electrical Systems
Assignee
Deere & Company
OA Round
2 (Non-Final)
75%
Grant Probability
Favorable
2-3
OA Rounds
0m
Est. Remaining
91%
With Interview

Examiner Intelligence

Grants 75% — above average
75%
Career Allowance Rate
415 granted / 555 resolved
+6.8% vs TC avg
Strong +16% interview lift
Without
With
+16.4%
Interview Lift
resolved cases with interview
Fast prosecutor
1y 10m
Avg Prosecution
32 currently pending
Career history
583
Total Applications
across all art units

Statute-Specific Performance

§101
1.6%
-38.4% vs TC avg
§103
80.7%
+40.7% vs TC avg
§102
5.9%
-34.1% vs TC avg
§112
8.7%
-31.3% vs TC avg
Black line = Tech Center average estimate • Based on career data from 555 resolved cases

Office Action

§103 §112
DETAILED ACTION This office action is in response to the applicant's amendment submitted on 11/05/2025. In virtue of this amendment: Claims 4-5 and 16-20 are canceled; Claims 21-23 are newly added; Claims 1, 3, 6-15 are currently amended; and thus, Claims 1-3, 6-15 and 21-23 are pending; 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 . Election/Restrictions Amended claims 1-3 and 6-9 and newly submitted claims 21-23 are directed to an invention that is independent or distinct from the invention originally claimed for the following reasons: This application contains claims directed to the following patentably distinct embodiment: Embodiment A: control of illumination device of vehicle based upon geospatial region having a boundary. (Claims 1-3 and 6-9) Embodiment B: control of illumination device of a vehicle based upon communication link between vehicles. (Claims 10-15) Embodiment C: control of illumination device of a vehicle based upon “directional feeding of vehicle. (Claims 21-23) The embodiments are independent or distinct because the criteria for the control of the illumination device require different field of search. In addition, these embodiments are not obvious variants of each other based on the current record. Since applicant has received an action on the merits for the originally presented invention, this invention has been constructively elected by original presentation for prosecution on the merits. Accordingly, claims 1-3, 6-9 and 21-23 are withdrawn from consideration as being directed to a non-elected invention. See 37 CFR 1.142(b) and MPEP § 821.03. To preserve a right to petition, the reply to this action must distinctly and specifically point out supposed errors in the restriction requirement. Otherwise, the election shall be treated as a final election without traverse. Traversal must be timely. Failure to timely traverse the requirement will result in the loss of right to petition under 37 CFR 1.144. If claims are subsequently added, applicant must indicate which of the subsequently added claims are readable upon the elected invention. Should applicant traverse on the ground that the inventions are not patentably distinct, applicant should submit evidence or identify such evidence now of record showing the inventions to be obvious variants or clearly admit on the record that this is the case. In either instance, if the examiner finds one of the inventions unpatentable over the prior art, the evidence or admission may be used in a rejection under 35 U.S.C. 103 or pre-AIA 35 U.S.C. 103(a) of the other invention. Claim Rejections - 35 USC § 112 The rejection to claims 3, 7 and 9 under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph is withdrawn in view of the amendment made to the claim. 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. Claim 15 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. Regarding claim 15, the claim recites “the first agricultural machine” and “the second agricultural machine” which renders the claim indefinite, as there is a lack of antecedent basis for said term. 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. Claims 10-15 are rejected under 35 U.S.C. 103 as being unpatentable over US2024/0391380A1 hereinafter “Maitre” in view of US2024/0369214A1 hereinafter “Julien” Regarding claim 10, Maitre discloses a computer-implemented method (¶82L1-22: computer-usable program code) for controlling illumination (¶19L14-15: the vehicle includes a light control system implemented to perform method) from a vehicle (¶17L2-3: a vehicle is any form of motorized transport), the computer-implemented method comprising: determining that a communication link is established between a first agricultural machine and a second agricultural machine (¶51L1-3: the detection module detects that a first vehicle and a second vehicle are in a virtual connection mode); and altering illumination provided by at least one light from a first illumination condition to a second illumination condition (¶52L1-15: control the light element such that the lighting element emanates light in a manner that uniquely identifies the virtual connection mode and that is distinct from lighting element operation in a non-virtual connection mode) different from the first illumination condition in response to the determination that the communication link has been established between the first agricultural machine and the second agricultural machine. (¶52L1-15: the command module control an lighting element of the first vehicle based on the virtual connection mode) Maitre does not expclitly disclose the first/second vehicles are “agricultural vehicle”. Julien discloses a computer-implemented method for controlling illumination from an agricultural vehicle (¶15L1-2: a vehicle lighting system; ¶35L6-7: the vehicle is a forage harvester), the computer-implemented method comprising: a first agricultural machine (¶35L6-7: the vehicle is a forage harvester) and a second agricultural machine (¶36L10: a tractor) It would have been obvious to one ordinarily skilled in the art prior to the effective filing date of the application to utilize the tracker/forage harvester disclosed by Julien as the vehicle disclosed by Maitre. One of ordinary skill in the art would’ve been motivated because Maitre recognizes that the vehicle can be any form of motorized transport. (¶17L2-3: a vehicle is any form of motorized transport) Regarding claim 11, Maitre in view of Julien hereinafter “Maitre/Julien” discloses in Maitre the computer-implemented method of claim 10, wherein altering illumination provided by the at least on one light of at least one of the first agricultural vehicle and the second agricultural vehicle from the first illumination condition to the second illumination condition different from the first illumination condition in response to the determination that the communication link has been established includes alter one of a direction of illumination and an amount of illumination output from the at least one light.(¶32L1-13: project an image onto the other vehicle in the virtual connection; the vehicle is lead vehicle, the projected surface may be the hood of the second vehicle; the vehicle is the following vehicle, the projected surface may be a trunk or rear-facing body panel of the lead vehicle) Regarding claim 12, Maitre/Julien discloses in Maitre the computer-implemented method of claim 11, wherein altering one of the direction of illumination and the amount of illumination from the at least one light includes one of activating and deactivating the at least one light. (¶30L12-15: activate the exterior lighting element to emanate a pattern beam uniquely associated with the virtual connection) Regarding claim 13, Maitre/Julien discloses in Maitre the computer-implemented method of claim 11, wherein altering illumination provided by the at least on one light of at least one of the first agricultural vehicle and the second agricultural vehicle from the first illumination condition to the second illumination condition different from the first illumination condition in response to the determination that the communication link has been established includes altering illumination of a light directed towards the first agricultural vehicle. (¶32L1-13: project an image onto the other vehicle in the virtual connection; the vehicle is lead vehicle, the projected surface may be the hood of the second vehicle; the vehicle is the following vehicle, the projected surface may be a trunk or rear-facing body panel of the lead vehicle) Regarding claim 14, Maitre/Julien discloses in Maitre the computer-implemented method of claim 10, wherein the communication link is a wireless communication link. (¶37L1-5: communication system include wireless communication) Regarding claim 15, Maitre/Julien discloses in Maitre the computer-implemented method of claim 10, further comprising: altering illumination provided from the at least one light from the second illumiation condition in response to loss or discontinuation of the communication link between the first agricultural machine and the second agricultural machine. (¶52L1-15: control the light element such that the lighting element emanates light in a manner that uniquely identifies the virtual connection mode and that is distinct from lighting element operation in a non-virtual connection mode) Response to Arguments Applicant’s arguments with respect to claim 10 have been considered but are moot because the new ground of rejection does not rely on any reference applied in the prior rejection of record for any teaching or matter specifically challenged in the argument. Applicant’s arguments with respect to claims 1 and 21 have been considered but are moot, as the claim is withdrawn in view of the restriction by original presentation set forth in the current office action. Furthermore, Prior Art US2024/0092249A1 discloses the claimed limitation of the amended claims. Conclusion Applicant's amendment necessitated the new ground(s) of rejection presented in this Office action. Accordingly, THIS ACTION IS MADE FINAL. See MPEP § 706.07(a). 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 RAYMOND R CHAI whose telephone number is (571)270-0576. The examiner can normally be reached M-F 9:30AM-5:00PM. 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, Alexander H Taningco can be reached at (571)272-8048. 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. /Raymond R Chai/ Primary Examiner, Art Unit 2844
Read full office action

Prosecution Timeline

Feb 12, 2024
Application Filed
Aug 15, 2025
Non-Final Rejection mailed — §103, §112
Nov 05, 2025
Response Filed
Nov 20, 2025
Final Rejection mailed — §103, §112
Jan 14, 2026
Response after Non-Final Action

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12641696
MOBILE LIGHTING DEVICE AND CONTROL METHOD THEREFOR
2y 6m to grant Granted May 26, 2026
Patent 12633647
COMPACT HIGH-PERFORMANCE DUAL-POLARIZED QUASI-OMNIDIRECTIONAL MIMO ANTENNA APPARATUS FOR 3G/4G/5G SMALL-CELL APPLICATIONS
3y 1m to grant Granted May 19, 2026
Patent 12621917
2.4 G WIRELESS INTERCONNECTED LIGHT CONTROL SYSTEM
2y 0m to grant Granted May 05, 2026
Patent 12620707
RIS ELEMENT, ANTENNA, ANTENNA APPARATUS, COMMUNICATION APPARATUS, AND METHOD FOR CONTROLLING ANTENNA APPARATUS
1y 12m to grant Granted May 05, 2026
Patent 12621910
LUMINAIRE WITH MULTICOLOR NEURAL NETWORK CONTROL
2y 2m to grant Granted May 05, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

2-3
Expected OA Rounds
75%
Grant Probability
91%
With Interview (+16.4%)
1y 10m (~0m remaining)
Median Time to Grant
Moderate
PTA Risk
Based on 555 resolved cases by this examiner. Grant probability derived from career allowance rate.

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