TY - GEN
T1 - A Robust Range Spread Target Detector for Wideband Radar Using Envelope Model Prior
AU - Wang, Keyi
AU - Fang, Shanting
AU - Zhang, Yutao
AU - Sun, Jinping
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Wideband radar is widely used in target detection because of its high range resolution. And the scattering echo signal can be considered as a range spread target, so the traditional detectors are no longer suitable and detectors for the wideband radar need to be developed. The feature square matching detector can have better detection performance than the commonly used energy detector based on the envelope model prior of the range profile, which can alleviate the collapsing loss of the energy detector when the scattering center distribution is sparse to a certain extent. However, the detection performance may decline sharply if the prior information of the envelope model is inaccurate. To solve this problem, this paper proposes a robust range spread target detector. It uses the feature square matching detection method firstly. If the target is not detected, the energy detection method will be used in the next step. It is considered that there is no target only under the circumstances that the target is not detected by using both detection methods. The experimental results show that the proposed detector has the best performance among all detectors, regardless of whether the envelope model prior is accurate or not, which verifies the effectiveness and practicability of the detector.
AB - Wideband radar is widely used in target detection because of its high range resolution. And the scattering echo signal can be considered as a range spread target, so the traditional detectors are no longer suitable and detectors for the wideband radar need to be developed. The feature square matching detector can have better detection performance than the commonly used energy detector based on the envelope model prior of the range profile, which can alleviate the collapsing loss of the energy detector when the scattering center distribution is sparse to a certain extent. However, the detection performance may decline sharply if the prior information of the envelope model is inaccurate. To solve this problem, this paper proposes a robust range spread target detector. It uses the feature square matching detection method firstly. If the target is not detected, the energy detection method will be used in the next step. It is considered that there is no target only under the circumstances that the target is not detected by using both detection methods. The experimental results show that the proposed detector has the best performance among all detectors, regardless of whether the envelope model prior is accurate or not, which verifies the effectiveness and practicability of the detector.
KW - energy detector
KW - envelope model prior
KW - feature square matching detector
KW - high range resolution
KW - range spread target
UR - https://www.scopus.com/pages/publications/105001001776
U2 - 10.1109/CISP-BMEI64163.2024.10906088
DO - 10.1109/CISP-BMEI64163.2024.10906088
M3 - 会议稿件
AN - SCOPUS:105001001776
T3 - Proceedings - 2024 17th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2024
BT - Proceedings - 2024 17th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2024
A2 - Li, Qingli
A2 - Wang, Yan
A2 - Wang, Lipo
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 17th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2024
Y2 - 26 October 2024 through 28 October 2024
ER -