US 12,034,576 B2
Receiver and transmitter adaptation using stochastic gradient hill climbing with genetic mutation
Vishnu Balan, Saratoga, CA (US); Mohammad Mobin, Murphy, TX (US); Dai Dai, Sunnyvale, CA (US); Raanan Ivry, Caesarea (IL); and Rohit Rathi, Milipitas, CA (US)
Assigned to NVIDIA Corporation, Santa Clara, CA (US)
Filed by NVIDIA CORPORATION, Santa Clara, CA (US)
Filed on Nov. 16, 2021, as Appl. No. 17/528,093.
Application 17/528,093 is a continuation in part of application No. 17/326,032, filed on May 20, 2021, granted, now 11,381,431.
Application 17/326,032 is a continuation in part of application No. 16/993,180, filed on Aug. 13, 2020, granted, now 11,018,909, issued on May 25, 2021.
Application 16/993,180 is a continuation of application No. 16/419,996, filed on May 22, 2019, granted, now 10,749,720, issued on Aug. 18, 2020.
Prior Publication US 2022/0078054 A1, Mar. 10, 2022
Int. Cl. H04L 27/01 (2006.01)
CPC H04L 27/01 (2013.01) 20 Claims
OG exemplary drawing
 
1. A method for adjusting a frequency response of a receiver, the method comprising:
performing one or more stochastic gradient hill climbing operations and one or more genetic mutation operations on one or more parameters, wherein each parameter included in the one or more parameters controls at least a portion of the frequency response of the receiver;
determining that, in response to the one or more stochastic gradient hill climbing operations and the one or more genetic mutation operations, a metric has reached a local maximum or a local minimum;
determining, when the metric is at the local maximum or the local minimum, one or more values for the one or more parameters; and
configuring a transmitter based on at least a value of a first parameter included in the one or more parameters.