Prosecution Insights
Last updated: October 02, 2026
Application No. 18/782,934

STATISTICAL REPRESENTATIONS OF CELLULAR TOWERS

Non-Final OA §102
Filed
Jul 24, 2024
Examiner
WASHINGTON, ERIKA ALISE
Art Unit
2644
Tech Center
2600 — Communications
Assignee
Dish Wireless LLC
OA Round
1 (Non-Final)
89%
Grant Probability
Favorable
1-2
OA Rounds
0m
Est. Remaining
93%
With Interview

Examiner Intelligence

Grants 89% — above average
89%
Career Allowance Rate
911 granted / 1022 resolved
+27.1% vs TC avg
Minimal +4% lift
Without
With
+4.3%
Interview Lift
resolved cases with interview
Typical timeline
2y 2m
Avg Prosecution
32 currently pending
Career history
1033
Total Applications
across all art units

Statute-Specific Performance

§101
5.3%
-34.7% vs TC avg
§103
25.6%
-14.4% vs TC avg
§102
38.8%
-1.2% vs TC avg
§112
10.0%
-30.0% vs TC avg
Black line = Tech Center average estimate • Based on career data from 1022 resolved cases

Office Action

§102
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 . Claim Rejections - 35 USC § 102 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 the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action: A person shall be entitled to a patent unless – (a)(1) the claimed invention was patented, described in a printed publication, or in public use, on sale, or otherwise available to the public before the effective filing date of the claimed invention. (a)(2) the claimed invention was described in a patent issued under section 151, or in an application for patent published or deemed published under section 122(b), in which the patent or application, as the case may be, names another inventor and was effectively filed before the effective filing date of the claimed invention. Claim(s) 1, 3-9, 11-16, and 18-20 is/are rejected under 35 U.S.C. 102(a)(1)/(a)(2) as being anticipated by Applicant’s submission of prior art, Wang et al., US Patent Application Publication Number 2017/0236024 (hereinafter Wang). Regarding claims 1, 9, and 16, Wang discloses a method comprising: receiving, by a processing device, a plurality of images of a tower structure in a cellular network [paragraphs 0032, 0044, 0049, 0088]; extracting a plurality of data points from the plurality of images, wherein the plurality of data points reflects a three-dimensional visual representation of the tower structure [paragraphs 0032, 0092]; generating, using the plurality of data points, a statistical representation of the tower structure [paragraph 0100, 0104]; and identifying, using the statistical representation, one or more patterns associated with the tower structure [paragraphs 0105-0106]. Regarding claims 3, 11, and 18, Wang discloses wherein the plurality of data points is extracted according to a predefined sampling rate or a predefined distance between points, and wherein each point of the plurality of data points is represented by a three-dimensional coordinate [paragraph 0032]. Regarding claims 4, 12, and 19, Wang discloses wherein each pattern of the one or more patterns associated with the tower structure identifies an equipment or a set of equipment associated with an entity [paragraph 0105]. Regarding claims 5, 13, and 20, Wang discloses wherein identifying the one or more patterns associated with the tower structure further comprises: comparing the statistical representation with a plurality of predefined statistical representations, wherein each predefined statistical representation of the set of predefined statistical representations corresponds to a respective pattern that is specific to an equipment or a set of equipment associated with an entity [paragraph 0105]. Regarding claims 6 and 14, Wang discloses performing, using the one or more patterns, a verification on one or more parameters of one or more equipment installed on the tower structure, wherein the one or more equipment is identified by the one or more patterns [paragraph 0105]. Regarding claims 7 and 15, Wang discloses performing, using the statistical representation, an identification or a measurement on one or more parameters of the tower structure [paragraphs 0042, 0100]. Regarding claim 8, Wang discloses generating a database comprising a plurality of statistical representations including the statistical representation [paragraphs 0100, 0104-0105 wherein it is inherent to generate a database to store the statistical information]. Allowable Subject Matter Claims 2, 10, and 17 are objected to as being dependent upon a rejected base claim, but would be allowable if rewritten in independent form including all of the limitations of the base claim and any intervening claims. Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure. Collins et al., WO 2007/059615, discloses a method and system of computer-aided quantitative and qualitative analysis of medical images. Gao et al., CN 115423938, disclose a three-dimensional model reconstruction method and system based on semantic recognition. Any inquiry concerning this communication or earlier communications from the examiner should be directed to ERIKA WASHINGTON whose telephone number is (571)272-7841. The examiner can normally be reached Monday - Thursday. 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, Kathy Wang-Hurst can be reached at 571-270-5371. 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. /EAW/ July 21, 2026 /ERIKA A WASHINGTON/Primary Examiner, Art Unit 2644
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Prosecution Timeline

Jul 24, 2024
Application Filed
Jul 23, 2026
Non-Final Rejection mailed — §102 (current)

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

1-2
Expected OA Rounds
89%
Grant Probability
93%
With Interview (+4.3%)
2y 2m (~0m remaining)
Median Time to Grant
Low
PTA Risk
Based on 1022 resolved cases by this examiner. Grant probability derived from career allowance rate.

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