High Accuracy Velocity Measurement Based on Keystone Transform Using Entropy Minimization

被引:14
作者
Dai Zuoning [1 ]
Zhang Xinggan [1 ]
Fang Hui [1 ]
Bai Yechao [1 ,2 ]
机构
[1] Nanjing Univ, Sch Elect Sci & Engn, Nanjing 210023, Jiangsu, Peoples R China
[2] State Key Lab Millimeter Waves, Nanjing 210096, Jiangsu, Peoples R China
关键词
Entropy minimization; Keystone transform; Range migration; Velocity measurement;
D O I
10.1049/cje.2016.06.009
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Velocity measurement is a basic task of radars. The target velocity is usually estimated according to the Doppler frequency shift. While traditional Doppler methods are unsuitable for high-speed targets, since the serious range migration between adjacent echoes causes phase wrapping. The serious range migration also interferes the coherent integration to improve the accuracy of the velocity estimation. A velocity measurement method based on Keystone transform using entropy minimization is studied to solve this problem. This method applies Keystone transform to the echo to calculate the ambiguity degree with the help of entropy minimization. The proposed algorithm estimates the ambiguity degree with no error at a wider range of SNR than the traditional method. The ambiguous Doppler frequency is obtained according to the slow time. Theoretical analyses and simulations show that this method has very high precision.
引用
收藏
页码:774 / 778
页数:5
相关论文
共 19 条
[1]  
[Anonymous], 2005, FUNDAMENTALS RADAR S
[2]  
Chao M., 2011, INT SOC OPTICS PHOTO
[3]   Through-the-Wall Surveillance With Millimeter-Wave LFMCW Radars [J].
Gonzalez-Partida, Jose-Tomas ;
Almorox-Gonzalez, Pablo ;
Burgos-Garcia, Mateo ;
Dorta-Naranjo, Blas-Pablo ;
Alonso, Jose I. .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2009, 47 (06) :1796-1805
[4]  
He Zhi-hua, 2008, Acta Electronica Sinica, V36, P1182
[5]   Application of subarray averaging and entropy minimization algorithm to stepped-frequency ISAR autofocus [J].
Jeong, Ho-Ryung ;
Kim, Hyo-Tae ;
Kim, Kyung-Tae .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2008, 56 (04) :1144-1154
[6]   Modelling and behavioural simulation of a high-speed phase-locked loop for frequency synthesis [J].
Kalita, K. ;
Handique, J. ;
Bezboruah, T. .
IET SIGNAL PROCESSING, 2012, 6 (03) :195-204
[7]   Relative wavelet energy and wavelet entropy based epileptic brain signals classification [J].
Yatindra Kumar ;
Mohan Lal Dewal ;
Radhey Shyam Anand .
Biomedical Engineering Letters, 2012, 2 (3) :147-157
[8]  
Lixue Song, 2010, 2010 Second IITA International Conference on Geoscience and Remote Sensing (IITA-GRS 2010), P216, DOI 10.1109/IITA-GRS.2010.5603923
[9]   A DBS Doppler Centroid Estimation Algorithm Based on Entropy Minimization [J].
Long, Teng ;
Lu, Zheng ;
Ding, Zegang ;
Liu, Luosi .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2011, 49 (10) :3703-3712
[10]   SAR imaging of moving targets [J].
Perry, RP ;
DiPietro, RC ;
Fante, RL .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1999, 35 (01) :188-200