公开(公告)号：US11856524B2

公开(公告)日：2023-12-26

申请号：US17544649

申请日：2021-12-07

Applicant: INTELLIGENT AUTOMATION, LLC

Inventor： Ziad El-Jamous ,  Yalin Evren Sagduyu ,  Kemal Davaslioglu

IPC: H04W52/22 ,  H04W52/06

CPC classification number: H04W52/223 ,  H04W52/06

Abstract: Wireless networks with plural nodes having a respective transceiver and a processor configured to, and methods to, obtain current state data, calculate a reward, store such state data and rewards in a collected parameters database, provide such current state data and data from such collected parameters database to a reinforced neural network, select an action using the reinforced neural network, and output the action to the respective transceiver so as to selective modify its transmit power level.

公开(公告)号：US20230180138A1

公开(公告)日：2023-06-08

申请号：US17544649

申请日：2021-12-07

Applicant: INTELLIGENT AUTOMATION, LLC

Inventor： Ziad El-Jamous ,  Yalin Evren Sagduyu ,  Kemal Davaslioglu

IPC: H04W52/22 ,  H04W52/06

CPC classification number: H04W52/223 ,  H04W52/06

Abstract: Wireless networks with plural nodes having a respective transceiver and a processor configured to, and methods to, obtain current state data, calculate a reward, store such state data and rewards in a collected parameters database, provide such current state data and data from such collected parameters database to a reinforced neural network, select an action using the reinforced neural network, and output the action to the respective transceiver so as to selective modify its transmit power level.

公开(公告)号：US20240089863A1

公开(公告)日：2024-03-14

申请号：US18505749

申请日：2023-11-09

Applicant: INTELLIGENT AUTOMATION, LLC

Inventor： Ziad El-Jamous ,  Yalin Evren Sagduyu ,  Kemal Davaslioglu

IPC: H04W52/22 ,  H04W52/06

CPC classification number: H04W52/223 ,  H04W52/06

Abstract: Wireless networks with plural nodes having a respective transceiver and a processor configured to, and methods to, obtain current state data, calculate a reward, store such state data and rewards in a collected parameters database, provide such current state data and data from such collected parameters database to a reinforced neural network, select an action using the reinforced neural network, and output the action to the respective transceiver so as to selective modify its transmit power level.