TY - GEN
T1 - Target signal recognition for CW doppler proximity radio detector based on SVM
AU - Li, Zhiqiang
AU - Hao, Xinhong
AU - Chen, Huiling
AU - Li, Ping
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2013
Y1 - 2013
N2 - In this paper, we propose the amplitude modulation (AM) bandwidth and the frequency modulation (FM) bandwidth for far-field point target model and near-field multi-point target model, and analyze the statistical differences of their distributions. The result shows that there exists a significance difference between the distribution of AM (resp. FM) bandwidth under the model of ideal far-field point-target and near-field multi-point target. The two bandwidths, namely AM bandwidth and FM bandwidth, have been used as an input to support vector machine (SVM) for classifying far-field deceptive jamming signal and the near-field body target signal. The simulation results show the effectiveness of the proposed method for classification.
AB - In this paper, we propose the amplitude modulation (AM) bandwidth and the frequency modulation (FM) bandwidth for far-field point target model and near-field multi-point target model, and analyze the statistical differences of their distributions. The result shows that there exists a significance difference between the distribution of AM (resp. FM) bandwidth under the model of ideal far-field point-target and near-field multi-point target. The two bandwidths, namely AM bandwidth and FM bandwidth, have been used as an input to support vector machine (SVM) for classifying far-field deceptive jamming signal and the near-field body target signal. The simulation results show the effectiveness of the proposed method for classification.
KW - AM bandwidth
KW - FM bandwidth
KW - Proximity radio detector
KW - Support vector machine (SVM)
UR - http://www.scopus.com/inward/record.url?scp=84918560842&partnerID=8YFLogxK
U2 - 10.1109/MEC.2013.6885240
DO - 10.1109/MEC.2013.6885240
M3 - Conference contribution
AN - SCOPUS:84918560842
T3 - Proceedings - 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer, MEC 2013
SP - 1160
EP - 1163
BT - Proceedings - 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer, MEC 2013
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2013 International Conference on Mechatronic Sciences, Electric Engineering and Computer, MEC 2013
Y2 - 20 December 2013 through 22 December 2013
ER -