Acta Armamentarii ›› 2023, Vol. 44 ›› Issue (5): 1422-1430.doi: 10.12382/bgxb.2022.0069
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ZHENG Zexin, LI Wei*(), ZOU Kun, LI Yanfu
Received:
2022-01-28
Online:
2022-07-21
Contact:
LI Wei
ZHENG Zexin, LI Wei, ZOU Kun, LI Yanfu. Anti-jamming Waveform Design of Ground-based Air Surveillance Radar Based on Reinforcement Learning[J]. Acta Armamentarii, 2023, 44(5): 1422-1430.
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马尔可夫决策模型 | 参数设置 |
---|---|
状态空间 | S={7位6进制数} |
动作空间 | A={7位6进制数} |
状态转移概率 | P(s,a)=1/(67-1) |
γ | 0.9 |
Table 1 Parameter setting of reinforcement learning model
马尔可夫决策模型 | 参数设置 |
---|---|
状态空间 | S={7位6进制数} |
动作空间 | A={7位6进制数} |
状态转移概率 | P(s,a)=1/(67-1) |
γ | 0.9 |
SINR/dB | <0 | 0~10 | 10~20 | 20~30 | 30~40 | >40 |
---|---|---|---|---|---|---|
Reward | -30 | 5 | 10 | 15 | 20 | 30 |
Table 2 Reward function structure
SINR/dB | <0 | 0~10 | 10~20 | 20~30 | 30~40 | >40 |
---|---|---|---|---|---|---|
Reward | -30 | 5 | 10 | 15 | 20 | 30 |
雷达系统 | 仿真参数设置 |
---|---|
工作波段 | X波段 |
中心频率/GHz | 9.5 |
信号带宽/MHz | 140 |
子频带带宽/MHz | 20 |
目标飞机速度/(m·s-1) | 250 |
(f) | {1, 0.2, 1.2, 6, 19, 1, 5} |
噪声 | 1 |
Table 3 Simulation parameters
雷达系统 | 仿真参数设置 |
---|---|
工作波段 | X波段 |
中心频率/GHz | 9.5 |
信号带宽/MHz | 140 |
子频带带宽/MHz | 20 |
目标飞机速度/(m·s-1) | 250 |
(f) | {1, 0.2, 1.2, 6, 19, 1, 5} |
噪声 | 1 |
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