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專利授權區
專利名稱(英)	COMMUNICATION TIME ALLOCATION METHOD USING REINFORCEMENT LEARNING FOR WIRELESS POWERED COMMUNICATION NETWORK AND BASE STATION
專利家族	中華民國：I714496 美國：11,323,167
專利權人	國立清華大學 100%
發明人	邱偉育,蔡松佑
技術領域	通信傳輸,能源科技

專利摘要(英)
The disclosure provides a communication time allocation method using reinforcement learning for a wireless powered communication network and a base station. The method includes: determining a communication time allocation corresponding to the t-th time block according to an objective function associated with the total estimated throughput of the communication nodes; requesting each communication node to perform specific communication behaviors according to the corresponding communication time interval in the t-th time block; obtaining the actual throughput of each communication node in the t-th time block; generating the weight vector of each communication node in the (t＋1)-th time block according to the actual throughput, the weight vector, and the estimated throughput of each communication node in the t-th time block.

專利摘要(英)

The disclosure provides a communication time allocation method using reinforcement learning for a wireless powered communication network and a base station. The method includes: determining a communication time allocation corresponding to the t-th time block according to an objective function associated with the total estimated throughput of the communication nodes; requesting each communication node to perform specific communication behaviors according to the corresponding communication time interval in the t-th time block; obtaining the actual throughput of each communication node in the t-th time block; generating the weight vector of each communication node in the (t＋1)-th time block according to the actual throughput, the weight vector, and the estimated throughput of each communication node in the t-th time block.

聯絡資訊
承辦人姓名	李曉琪
承辦人電話	03-5715131 #31061
承辦人Email	hsiaochi@mx.nthu.edu.tw