Prosecution Insights
Last updated: May 29, 2026
Application No. 18/867,674

RADIO RECEIVER WITH MULTI-STAGE EQUALIZATION

Non-Final OA §101
Filed
Nov 20, 2024
Priority
Jun 07, 2022 — nonprovisional of PCTEP2022065350
Examiner
HAILEGIORGIS, FITWI Y
Art Unit
2632
Tech Center
2600 — Communications
Assignee
Nokia Solutions and Networks Oy
OA Round
1 (Non-Final)
91%
Grant Probability
Favorable
1-2
OA Rounds
6m
Est. Remaining
74%
With Interview

Examiner Intelligence

Grants 91% — above average
91%
Career Allowance Rate
438 granted / 483 resolved
+28.7% vs TC avg
Minimal -16% lift
Without
With
+-16.3%
Interview Lift
resolved cases with interview
Fast prosecutor
2y 0m
Avg Prosecution
7 currently pending
Career history
494
Total Applications
across all art units

Statute-Specific Performance

§101
1.6%
-38.4% vs TC avg
§103
83.6%
+43.6% vs TC avg
§102
3.9%
-36.1% vs TC avg
§112
5.7%
-34.3% vs TC avg
Black line = Tech Center average estimate • Based on career data from 483 resolved cases

Office Action

§101
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 . Information Disclosure Statement The information disclosure statement (IDS) submitted on 12/04/2024 has been considered and placed on record. Claim Rejections - 35 USC § 101 35 U.S.C. 101 reads as follows: Whoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof, may obtain a patent therefor, subject to the conditions and requirements of this title. Claim 33 is rejected under 35 U.S.C. 101 because the claimed invention is directed to non-statutory subject matter. The claim(s) does/do not fall within at least one of the four categories of patent eligible subject matter because the claimed invention is directed to non-statutory subject matter. The claim(s) does/do not fall within at least one of the four categories of patent eligible subject matter because; the claimed invention is directed to computer program per se, which is non-statutory. See MPEP 2106(I). A claim directed toward a computer-readable medium having the program encoded thereon establishes a sufficient functional relationship between the program and a computer so as to remove it from the realm of “program per se”. MPEP 2111.05(III). Hence, adding the limitation of “stored on a non-transitory computer-readable medium” would resolve this issue. Allowable Subject Matter Claims 1-19 are allowed. The prior art(s) cited by the Examiner and/or the Applicant fails, singularly or in combination, to teach or suggest the following limitations indicated in independent claims 1 and 17: “ receive data and reference signals; determine a channel estimate for the received data based on the reference signals; and equalize the received data with a sequential plurality of equalization stages, one or more of the sequential plurality of equalization stages comprising: an equalizer configured to determine an equalized representation of input data based a previous channel estimate, and a neural network configured to determine at least a refined channel estimate for a subsequent equalization stage based on the previous channel estimate and the input data. ” Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure. US 10,567,200 B2 relates to the field of signal processing to reduce the time taken for channel estimation. US 2005/0141657 A1 teaches a data transmission rate to be adjusted based upon a detected transmission condition. Any inquiry concerning this communication or earlier communications from the examiner should be directed to FITWI Y HAILEGIORGIS whose telephone number is (571)270-1881. The examiner can normally be reached M-F 10AM-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, Chieh Fan can be reached at 571-272-3042. 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. FITWI Y. HAILEGIORGIS Primary Examiner Art Unit 2632 /FITWI Y HAILEGIORGIS/ Examiner, Art Unit 2632
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Prosecution Timeline

Nov 20, 2024
Application Filed
Apr 13, 2026
Non-Final Rejection mailed — §101 (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
91%
Grant Probability
74%
With Interview (-16.3%)
2y 0m (~6m remaining)
Median Time to Grant
Low
PTA Risk
Based on 483 resolved cases by this examiner. Grant probability derived from career allowance rate.

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