Reliability optimization by AI-based fault mitigation in 5G/6G

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12255747
APP PUB NO 20240372657A1
SERIAL NO

18774725

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Abstract

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An unsolved problem in 5G-Advanced and especially 6G is message fault mitigation without a costly retransmission. Methods are disclosed for the receiver to analyze each message element's received waveform signal to detect characteristic features of interference and noise, such as excessive amplitude or phase variation within the message element or excessive deviation from the predetermined modulation levels of the modulation scheme, and to provide that data to an AI model trained in message fault correction. The AI model can then identify the faulted message elements, and attempt to correct them according to the likely intent or meaning of the message based on the non-faulted message elements, and on the bit sequences of previously received non-faulted messages, and other criteria that the AI model may apply. By repairing the message upon receipt, the costs in time, transmission power, and background noise generation may be avoided. Next-generation users will enjoy the improved reception.

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Patent Owner(s)

Patent OwnerAddress
THE MASSENGILL FAMILY TRUST709 VIA DEL MONTE PALOS VERDES CA 90274

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Massengill, R Kemp Palos Verdes, US 286 2460
Newman, David E Poway, US 258 1026

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