Radar target recognition based on late time representation: Closed-form expression for criterion

被引:8
作者
Lee, Joon-Ho [1 ]
Kim, Hyo-Tae
机构
[1] Sejong Univ, Dept Informat & Commun Engn, Seoul 143747, South Korea
[2] Pohang Univ Sci & Technol, Dept Elect & Elect Engn, Pohang 790784, Kyoung Buk, South Korea
关键词
closed-form expression; linear equations; natural frequency; normalized estimation error; radar target recognition; statistics;
D O I
10.1109/TAP.2006.880665
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
In the previous paper, we have defined the normalized estimation error and presented the radar target recognition scheme in frequency domain. A time-domain version of the previous paper is considered and a closed-form expression for the defined normalized estimation error in terms of Z-plane natural frequencies and transient response is derived. Evaluation of the closed-form expression of the normalized estimation error is shown in the numerical results, where it is shown that the performance of the radar target recognition scheme improves with an increase of the number of the natural frequencies and with an increase of signal-to-noise ratio. Furthermore, the mean and the variance of the square of the numerator of the normalized estimation error are obtained, and the validity of the statistics is shown using the numerical results.
引用
收藏
页码:2455 / 2462
页数:8
相关论文
共 11 条
[1]   An asymptotically unbiased E-pulse-based scheme for radar target discrimination [J].
Blanco, D ;
Ruiz, DP ;
Alameda, E ;
Carrión, MC .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2004, 52 (05) :1348-1350
[2]  
CHEN KM, 1982, IEEE T ANTENN PROPAG, V30, P867, DOI 10.1109/TAP.1982.1142919
[3]   GENERALIZED PENCIL-OF-FUNCTION METHOD FOR EXTRACTING POLES OF AN EM SYSTEM FROM ITS TRANSIENT-RESPONSE [J].
HUA, Y ;
SARKAR, TK .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1989, 37 (02) :229-234
[4]   Natural frequency-based neural network approach to radar target recognition [J].
Lee, JH ;
Choi, IS ;
Kim, HT .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (12) :3191-3197
[5]   Radar target recognition using least squares estimate [J].
Lee, JH ;
Kim, HT .
MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2001, 30 (06) :427-434
[6]   Performance analysis of an automated E-pulse target discrimination scheme [J].
Mooney, JE ;
Ding, Z ;
Riggs, LS .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2000, 48 (04) :619-628
[7]  
Proakis J.G., 2001, DIGITAL COMMUNICATIO
[8]   RADAR TARGET DISCRIMINATION USING THE EXTINCTION-PULSE TECHNIQUE [J].
ROTHWELL, E ;
NYQUIST, DP ;
CHEN, KM ;
DRACHMAN, B .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1985, 33 (09) :929-937
[9]   PARAMETER-ESTIMATION OF EXPONENTIALLY DAMPED SINUSOIDS USING A HIGHER-ORDER CORRELATION-BASED APPROACH [J].
RUIZ, DP ;
CARRION, MC ;
GALLEGO, A ;
MEDOURI, A .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1995, 43 (11) :2665-2677
[10]   ANALYSIS OF SCATTERING AND ANTENNA PROBLEMS USING SINGULARITY EXPANSION TECHNIQUE [J].
TESCHE, FM .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1973, AP21 (01) :53-62