TY - GEN
T1 - Joint tracking and classification on aerodynamic model and RCS by ground-based passive radar
AU - Xu, Long
AU - Zhan, Kun
AU - Jiang, Hong
AU - Bai, Liang
AU - Wu, Mengjie
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2015/1/12
Y1 - 2015/1/12
N2 - For the ground-based passive radar to monitor low altitude threat targets, the radio frequency modulation (FM) signals transmitted by the broadcast stations is exploited, and an effective joint tracking and classification (JTC) algorithm based on aerodynamic model and radar cross section (RCS) is presented. The aerodynamic equations are used as motion model, and target classification is made possible by the inclusion of RCS in the measurement vector. Thus, tracking and classification are closely coupled, giving full play to the advantages of joint tracking and classification. Our algorithm is implemented by interacting multiple model regularized particle filter (IMMRPF) and simulations show the superiority of our algorithm.
AB - For the ground-based passive radar to monitor low altitude threat targets, the radio frequency modulation (FM) signals transmitted by the broadcast stations is exploited, and an effective joint tracking and classification (JTC) algorithm based on aerodynamic model and radar cross section (RCS) is presented. The aerodynamic equations are used as motion model, and target classification is made possible by the inclusion of RCS in the measurement vector. Thus, tracking and classification are closely coupled, giving full play to the advantages of joint tracking and classification. Our algorithm is implemented by interacting multiple model regularized particle filter (IMMRPF) and simulations show the superiority of our algorithm.
KW - aerodynamic model
KW - frequency modulation (FM)
KW - interacting multiple model regularized particle filter (IMMRPF)
KW - joint tracking and classification (JTC)
KW - radar cross section (RCS)
UR - https://www.scopus.com/pages/publications/84922572222
U2 - 10.1109/CGNCC.2014.7007306
DO - 10.1109/CGNCC.2014.7007306
M3 - 会议稿件
AN - SCOPUS:84922572222
T3 - 2014 IEEE Chinese Guidance, Navigation and Control Conference, CGNCC 2014
SP - 756
EP - 761
BT - 2014 IEEE Chinese Guidance, Navigation and Control Conference, CGNCC 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 6th IEEE Chinese Guidance, Navigation and Control Conference, CGNCC 2014
Y2 - 8 August 2014 through 10 August 2014
ER -