Finite Alphabet Constant-Envelope Waveform Design for MIMO Radar

被引:109
作者
Ahmed, Sajid [1 ]
Thompson, John S. [1 ]
Petillot, Yvan R. [2 ]
Mulgrew, Bernard [1 ]
机构
[1] Univ Edinburgh, Sch Engn, Edinburgh EH8 9YL, Midlothian, Scotland
[2] Heriot Watt Univ, Sch Engn & Phys Sci, Edinburgh, Midlothian, Scotland
基金
英国工程与自然科学研究理事会;
关键词
Colocated antennas; constant-envelope waveforms; Hermite polynomials; multiple-input multiple-output (MIMO) radar; DIVERSITY;
D O I
10.1109/TSP.2011.2163067
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
The design of waveforms with specified auto- and cross-correlation properties has a number of applications in multiple-input multiple-output (MIMO) radar beampattern design. In this work, two algorithms are proposed to generate finite alphabet constant-envelope (CE) waveforms with required cross-correlation properties. The first-algorithm proposes a closed-form solution to find the finite alphabet CE waveforms to realize the given covariance matrix. Here, Gaussian random-variables (RV's) are mapped onto binary-phase shift keying (BPSK) and quadrature-phase shift keying (QPSK) symbols using nonlinear functions, and the cross-correlation relationship between the Gaussian RV's and BPSK/QPSK RV's is established. This cross-correlation relationship is exploited to convert the problem of finding the BPSK/QPSK waveforms to realize the covariance matrix, corresponding to the given beampattern, into finding the Gaussian RV's to realize another covariance matrix that can be easily found. In the second-algorithm, by exploiting the results of first-algorithm, a generalized algorithm to generate BPSK waveforms to approximate the given beampattern is proposed. Simulation results show that proposed finite alphabet CE waveforms outperform the existing algorithms to approximate the desired beampattern.
引用
收藏
页码:5326 / 5337
页数:12
相关论文
共 23 条
[1]  
Abd-Elrady E., 2008, IFAC PROC VOLUMES, V41, P6440
[2]   CONSTANT ENVELOPE WAVEFORM DESIGN FOR MIMO RADAR [J].
Ahmed, S. ;
Thompson, J. S. ;
Mulgrew, B. ;
Petillot, Y. .
2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2010, :4066-4069
[3]  
Ahmed S., 2011, IEEE T SIGNAL PROCES, V59
[4]  
[Anonymous], 1988, INTEGRALS SERIES
[5]  
[Anonymous], 1985, Adaptive signal processing prentice-hall
[6]  
Brown Junior J., 1968, IEEE T INFORM THEORY, V14, P158
[7]   Adaptive detection of a signal with angle uncertainty [J].
De Maio, A. ;
De Nicola, S. ;
Farina, A. ;
Iommelli, S. .
IET RADAR SONAR AND NAVIGATION, 2010, 4 (04) :537-547
[8]   Spatial diversity in radars-models and detection performance [J].
Fishler, E ;
Haimovich, A ;
Blum, RS ;
Cimini, LJ ;
Chizhik, D ;
Valenzuela, RA .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2006, 54 (03) :823-838
[9]   MIMO radar: An idea whose time has come [J].
Fishler, E ;
Haimovich, A ;
Blum, R ;
Chizhik, D ;
Cimini, L ;
Valenzuela, R .
PROCEEDINGS OF THE IEEE 2004 RADAR CONFERENCE, 2004, :71-78
[10]   Transmit beamforming for MIMO radar systems using signal cross-correlation [J].
Fuhrmann, Daniel R. ;
Antonio, Geoffrey San .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2008, 44 (01) :171-186