Signal processing of ground penetrating radar using spectral estimation techniques to estimate the position of buried targets

被引:27
作者
Shrestha, SM [1 ]
Arai, I [1 ]
机构
[1] Univ Electrocommun, Dept Elect Engn, Arai Lab, Chofu, Tokyo 1828585, Japan
关键词
FFT; GPR; MUSIC algorithm; SFCW radar; super-resolution signal processing;
D O I
10.1155/S1110865703307036
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
Super-resolution is very important for the signal processing of GPR (ground penetration radar) to resolve closely buried targets. However, it is not easy to get high resolution as GPR signals are very weak and enveloped by the noise. The MUSIC (multiple signal classification) algorithm, which is well known for its super-resolution capacity, has been implemented for signal and image processing of GPR. In addition, conventional spectral estimation technique, FFT (fast Fourier transform), has also been implemented for high-precision receiving signal level. In this paper, we propose CPM (combined processing method), which combines time domain response of MUSIC algorithm and conventional IFFT (inverse fast Fourier transform) to obtain a super-resolution and high-precision signal level. In order to support the proposal, detailed simulation was performed analyzing SNR (signal-to-noise ratio). Moreover, a field experiment at a research field and a laboratory experiment at the University of Electro-Communications, Tokyo, were also performed for thorough investigation and supported the proposed method. All the simulation and experimental results are presented.
引用
收藏
页码:1198 / 1209
页数:12
相关论文
共 19 条
[11]  
SHAN TJ, 1985, IEEE T ACOUST SPEECH, V33, P806, DOI 10.1109/TASSP.1985.1164649
[12]   Signal processing of ground penetrating radar using super resolution technique [J].
Shrestha, SM ;
Arai, I ;
Miwa, T ;
Tomizawa, Y .
PROCEEDINGS OF THE 2001 IEEE RADAR CONFERENCE, 2001, :300-305
[13]  
SHRESTHA SM, 2001, SAT2000130 IEICE SAN
[14]  
Skolnik M. I., 1990, RADAR HDB, V53
[15]  
TOMIZAWA Y, 2001, J REMOTE SENSING SOC, V21, P423
[16]   AN IMPROVED SPATIAL SMOOTHING TECHNIQUE FOR BEARING ESTIMATION IN A MULTIPATH ENVIRONMENT [J].
WILLIAMS, RT ;
PRASAD, S ;
MAHALANABIS, AK ;
SIBUL, LH .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1988, 36 (04) :425-432
[17]   SUPERRESOLUTION TECHNIQUES FOR TIME-DOMAIN MEASUREMENTS WITH A NETWORK ANALYZER [J].
YAMADA, H ;
OHMIYA, M ;
OGAWA, Y ;
ITOH, K .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1991, 39 (02) :177-183
[18]  
Yamakura T, 1996, IEICE T COMMUN, VE79B, P1827
[19]  
YOSHIZAWA A, 1993, IEICE T, V76, P215