Ultra-Wide-Scanning Conformal Heterogeneous Phased Array Antenna Based on Deep Deterministic Policy Gradient Algorithm

This article investigates the pattern synthesis of the conformal phased array antenna (PAA) by using the deep deterministic policy gradient (DDPG) algorithm, and a nearly full solid angle for beam steering is realized. The beam steering capability of the planar and conformal PAAs is theoretically co...

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Veröffentlicht in:	IEEE transactions on antennas and propagation Jg. 70; H. 7; S. 5066 - 5077
Hauptverfasser:	Zhang, Binchao, Jin, Cheng, Cao, Kaiqi, Lv, Qihao, Zhang, Pengyu, Li, Yan, Li, Maokun
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.07.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Antenna arrays Antenna radiation patterns Antennas Beam steering conformal phased array antenna (PAA) deep deterministic policy gradient (DDPG) deep neural network (DNN) deep reinforcement learning (DRL) Directive antennas Machine learning Optimization Phased arrays Planar arrays
ISSN:	0018-926X, 1558-2221
Online-Zugang:	Volltext
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