The flowchart of the false alarm elimination algorithm based on Duffing oscillator.
Abstract:
The main challenge of foreign objects debris (FOD) monitoring based on millimeter-wave (MMW) radar is the interference of strong ground clutter. The clutter-map constant ...Show MoreMetadata
Abstract:
The main challenge of foreign objects debris (FOD) monitoring based on millimeter-wave (MMW) radar is the interference of strong ground clutter. The clutter-map constant false alarm rate (CM-CFAR) method is commonly utilized for FOD monitoring, but detection results are usually accompanied by many false alarms in the complex ground clutter environment. To solve this problem, this work proposed a false alarm elimination algorithm. Specifically, the CM-CFAR method is firstly used to separate the suspicious targets (including FOD and false alarms) from the background clutter. Then, the Duffing detection system is constructed to detect the sinusoidal frequencies associated with suspicious targets. Finally, according to the detection results of Duffing system, suspicious targets can be classified as FOD and false alarms. In addition, in order to detect the sinusoidal frequencies efficiently, a quantitative detection method based on Poincare section points analysis is proposed to identify the state transition of Duffing oscillator. The results from both simulation and field case show the excellent false alarm elimination performance of the proposed algorithm.
The flowchart of the false alarm elimination algorithm based on Duffing oscillator.
Published in: IEEE Access ( Volume: 10)
Funding Agency:

College of Electrical Engineering, Sichuan University, Chengdu, China
Jun Zhong received the B.S. and M.S. degrees in electrical engineering from Chongqing University, Chongqing, China, and the Ph.D. degree from the University of Electronic Science and Technology of China. His research interests include radar signal processing, signal processing in wireless communication, smart power grid communication, and signal processing in power systems.
Jun Zhong received the B.S. and M.S. degrees in electrical engineering from Chongqing University, Chongqing, China, and the Ph.D. degree from the University of Electronic Science and Technology of China. His research interests include radar signal processing, signal processing in wireless communication, smart power grid communication, and signal processing in power systems.View more

College of Electrical Engineering, Sichuan University, Chengdu, China
Kangning Zhang was born in 1996. He received the B.S. degree in communication engineering from Sichuan University, China, in 2018, where he is currently pursuing the master’s degree. His research interests include radar signal processing, signal and information processing, and chaotic signal processing.
Kangning Zhang was born in 1996. He received the B.S. degree in communication engineering from Sichuan University, China, in 2018, where he is currently pursuing the master’s degree. His research interests include radar signal processing, signal and information processing, and chaotic signal processing.View more

College of Electrical Engineering, Sichuan University, Chengdu, China
Qi Zeng (Member, IEEE) received the Ph.D. degree in communication and information system from Southwest Jiaotong University, Chengdu, China. His research interests include B5G/6G systems, the power Internet of Things, communication in smart grid, spreading spectrum technique, and interference mitigation.
Qi Zeng (Member, IEEE) received the Ph.D. degree in communication and information system from Southwest Jiaotong University, Chengdu, China. His research interests include B5G/6G systems, the power Internet of Things, communication in smart grid, spreading spectrum technique, and interference mitigation.View more

College of Electrical Engineering, Sichuan University, Chengdu, China
Xing Liu received the B.S. and Ph.D. degrees in communication engineering from Southwest Jiaotong University, Chengdu, China. His research interests include sequence design and coding theory.
Xing Liu received the B.S. and Ph.D. degrees in communication engineering from Southwest Jiaotong University, Chengdu, China. His research interests include sequence design and coding theory.View more

College of Electrical Engineering, Sichuan University, Chengdu, China
Jun Zhong received the B.S. and M.S. degrees in electrical engineering from Chongqing University, Chongqing, China, and the Ph.D. degree from the University of Electronic Science and Technology of China. His research interests include radar signal processing, signal processing in wireless communication, smart power grid communication, and signal processing in power systems.
Jun Zhong received the B.S. and M.S. degrees in electrical engineering from Chongqing University, Chongqing, China, and the Ph.D. degree from the University of Electronic Science and Technology of China. His research interests include radar signal processing, signal processing in wireless communication, smart power grid communication, and signal processing in power systems.View more

College of Electrical Engineering, Sichuan University, Chengdu, China
Kangning Zhang was born in 1996. He received the B.S. degree in communication engineering from Sichuan University, China, in 2018, where he is currently pursuing the master’s degree. His research interests include radar signal processing, signal and information processing, and chaotic signal processing.
Kangning Zhang was born in 1996. He received the B.S. degree in communication engineering from Sichuan University, China, in 2018, where he is currently pursuing the master’s degree. His research interests include radar signal processing, signal and information processing, and chaotic signal processing.View more

College of Electrical Engineering, Sichuan University, Chengdu, China
Qi Zeng (Member, IEEE) received the Ph.D. degree in communication and information system from Southwest Jiaotong University, Chengdu, China. His research interests include B5G/6G systems, the power Internet of Things, communication in smart grid, spreading spectrum technique, and interference mitigation.
Qi Zeng (Member, IEEE) received the Ph.D. degree in communication and information system from Southwest Jiaotong University, Chengdu, China. His research interests include B5G/6G systems, the power Internet of Things, communication in smart grid, spreading spectrum technique, and interference mitigation.View more

College of Electrical Engineering, Sichuan University, Chengdu, China
Xing Liu received the B.S. and Ph.D. degrees in communication engineering from Southwest Jiaotong University, Chengdu, China. His research interests include sequence design and coding theory.
Xing Liu received the B.S. and Ph.D. degrees in communication engineering from Southwest Jiaotong University, Chengdu, China. His research interests include sequence design and coding theory.View more