Data-driven transmit weight matrix design method for target detection of the TS-FDA-MIMO radar

作者：

Highlights：

• The data-driven weight matrix design method with reinforce learning is proposed.

• The deep interaction between radar and environment is realized.

• The design method obtains superior optimization processing speed.

摘要

•The data-driven weight matrix design method with reinforce learning is proposed.•The deep interaction between radar and environment is realized.•The design method obtains superior optimization processing speed.

论文关键词：Reinforcement learning,Frequency diverse array,MIMO radar,Optimization method,Target detection

论文评审过程：Received 10 February 2022, Revised 1 August 2022, Accepted 3 August 2022, Available online 8 August 2022, Version of Record 13 August 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118405