TY - GEN
T1 - Active sensor radiation control based on posterior cramer-rao lower bound with passive measurement
AU - Huai, Tianyi
AU - Liu, Meiqin
AU - Zhang, Senlin
AU - He, Yan
N1 - Publisher Copyright:
© 2019 Technical Committee on Control Theory, Chinese Association of Automation.
PY - 2019/7
Y1 - 2019/7
N2 - In this paper, the issue of active radar radiation control for target tracking is studied to improve the concealment of aircraft. Since too much emission will lead to our aircraft be locked in by enemy electronic support measures (ESM), radar emission should be as low as possible. To reduce the radar radiation, firstly, the problem is formulated and a multi-sensor fusion algorithm based on particle filter (PF) for synergy tracking is given. Then, a novel method combined posterior Cramer-Rao lower bound (PCRLB) with angle is proposed. It compares the angle measurement with the predicted value to determine whether the active sensor needs to be turned on, and then selects the sensor with PCRLB. Finally, simulation results show that the radiation times have obvious decrease, which demonstrates the validation of our proposed algorithm.
AB - In this paper, the issue of active radar radiation control for target tracking is studied to improve the concealment of aircraft. Since too much emission will lead to our aircraft be locked in by enemy electronic support measures (ESM), radar emission should be as low as possible. To reduce the radar radiation, firstly, the problem is formulated and a multi-sensor fusion algorithm based on particle filter (PF) for synergy tracking is given. Then, a novel method combined posterior Cramer-Rao lower bound (PCRLB) with angle is proposed. It compares the angle measurement with the predicted value to determine whether the active sensor needs to be turned on, and then selects the sensor with PCRLB. Finally, simulation results show that the radiation times have obvious decrease, which demonstrates the validation of our proposed algorithm.
KW - Multi-sensor Fusion
KW - Particle Filter
KW - Posterior Cramer-Rao Lower Bound
KW - Radar Radiation Control
KW - Target Tracking
UR - https://www.scopus.com/pages/publications/85074398121
U2 - 10.23919/ChiCC.2019.8866514
DO - 10.23919/ChiCC.2019.8866514
M3 - 会议稿件
AN - SCOPUS:85074398121
T3 - Chinese Control Conference, CCC
SP - 3564
EP - 3570
BT - Proceedings of the 38th Chinese Control Conference, CCC 2019
A2 - Fu, Minyue
A2 - Sun, Jian
PB - IEEE Computer Society
T2 - 38th Chinese Control Conference, CCC 2019
Y2 - 27 July 2019 through 30 July 2019
ER -