US 12,255,747 B2
Reliability optimization by AI-based fault mitigation in 5G/6G
David E. Newman, Poway, CA (US); and R. Kemp Massengill, Palos Verdes, CA (US)
Filed by David E. Newman, Poway, CA (US); and R. Kemp Massengill, Palos Verdes, CA (US)
Filed on Jul. 16, 2024, as Appl. No. 18/774,725.
Application 18/774,725 is a continuation of application No. 18/502,744, filed on Nov. 6, 2023.
Application 18/502,744 is a continuation of application No. 18/456,551, filed on Aug. 28, 2023, granted, now 11,848,788.
Application 18/456,551 is a continuation of application No. 18/309,844, filed on May 1, 2023, granted, now 11,784,764.
Claims priority of provisional application 63/497,844, filed on Apr. 24, 2023.
Claims priority of provisional application 63/496,769, filed on Apr. 18, 2023.
Claims priority of provisional application 63/448,422, filed on Feb. 27, 2023.
Claims priority of provisional application 63/447,167, filed on Feb. 21, 2023.
Claims priority of provisional application 63/418,784, filed on Oct. 24, 2022.
Claims priority of provisional application 63/403,924, filed on Sep. 6, 2022.
Prior Publication US 2024/0372657 A1, Nov. 7, 2024
Int. Cl. H04L 1/20 (2006.01)
CPC H04L 1/201 (2013.01) [H04L 1/206 (2013.01)] 17 Claims
OG exemplary drawing
 
1. A method for a wireless receiver to determine a corrected value of a faulted message element, the method comprising:
a) receiving and demodulating a message comprising message elements, each message element occupying a single resource element of a resource grid, each message element comprising a waveform signal modulated according to a modulation scheme;
b) receiving and demodulating an error-detection code associated with the message, the error-detection code comprising a hash or digest or parity construct of the message;
c) determining, according to the error-detection code, that at least one message element is faulted;
d) providing, as input to an artificial intelligence (AI) model, data about the waveform signal of each message element of the message and data about the error-detection code; and
e) determining, as output from the AI model, a corrected version of the message;
f) wherein the determining that at least one message element is faulted comprises determining that the message, as demodulated, is inconsistent with the error-detection code, as demodulated.