Signal synthesis and receiver design for MIMO radar imaging

IEEE Transactions on Signal Processing

Volumn 56, Issue 8 II, 2008, Pages 3959-3968

  Li, Jian ^a   Stoica, Petre ^b   Zheng, Xiayu ^a  

^a University of Florida   (United States)

^b UPPSALA UNIVERSITY   (Sweden)

Author keywords

Instrumental variables; Multiple input multipleoutput (MIMO); Receive filter design; Signal synthesis

Indexed keywords

ANTENNA ACCESSORIES; BINS; IMAGING TECHNIQUES; MIM DEVICES; MULTIPLEXING; RADAR; RADIO; SIGNAL RECEIVERS; WAVE FILTERS; WIRELESS TELECOMMUNICATION SYSTEMS;

COMPUTATIONALLY ATTRACTIVE; CONSTANT-MODULUS; CROSS CORRELATIONS; EMERGING TECHNOLOGIES; FILTER DESIGNS; HIGH RESOLUTIONS; INSTRUMENTAL VARIABLES; MIMO RADARS; MULTIPLE-INPUT-MULTIPLEOUTPUT (MIMO); NUMERICAL EXAMPLES; OPTIMIZATION ALGORITHMS; ORTHOGONAL WAVEFORMS; RANGE BINS; RANGE COMPRESSION; RECEIVE FILTER DESIGN; RECEIVE FILTERS; RECEIVED SIGNALS; RECEIVER DESIGNS; SIGNAL SYNTHESIS; TRANSMIT SIGNALS; VIRTUAL ARRAYS;

RADAR IMAGING;

EID: 48849101887     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2008.923197     Document Type: Article

References (28)

1. D. W. Bliss and K. W. Forsythe, "Multiple-input multiple-output (MIMO) radar and imaging: Degrees of freedom and resolution," in Proc. 37th Asilomar Conf. Signals, Systems, Computers, Pacific Grove, CA, Nov. 2003, vol. 1, pp. 54-59.
2. J. Li, P. Stoica, L. Xu, and W. Roberts, "On parameter identifiability of MIMO radar," IEEE Signal Process. Lett. Online. Available: http://www.sal.ufl.edu/sal/MIMO Identifiability.pdf, to be published
3. J. Li, L. Xu, P. Stoica, K. Forsythe, and D. Bliss, "Range compression and waveform optimization for MIMO radar: A Cramér-Rao bound based study," IEEE Trans. Signal Process. vol. 56, no. 1, pp. 218-232, Jan. 2008.
4. H. Deng, "Polyphase code design for orthogonal netted radar systems," IEEE Trans. Signal Process., vol. 52, no. 11, pp. 3126-3135, Nov. 2004.
5. H. A. Khan, Y. Zhang, C. Ji, C. J. Stevens, D. J. Edwards, and D. O'Brien, "Optimizing polyphase sequences for orthogonal netted radar," IEEE Signal Process. Lett., vol. 13, no. 10, pp. 589-592, Oct. 2006.
6. D. R. Fuhrmann and G. San Antonio, "Transmit beamforming for MIMO radar systems using partial signal correlations," in Proc. 38th Asilomar Conf. Signals, Systems Computers, Pacific Grove, CA, Nov. 2004, vol. 1, pp. 295-299.
7. D. R. Fuhrmann and G. San Antonio, "Transmit beamforming for MIMO radar systems using signal cross-correlation," IEEE Trans. Aerosp. Electron. Syst., to be published.
8. W. G. Carrara, R. S. Goodman, and R. M. Majewski, Spotlight Synthetic Aperture Radar Signal Processing Algorithms. Norwood, MA: Artech House, 1995.
9. C. V. Jakowatz, Jr., D. E. Wahl, P. H. Eichel, D. C. Ghiglia, and P. A. Thompson, Spotlight-Mode Synthetic Aperture Radar: A Signal Processing Approach. Norwell, MA: Kluwer Academic, 1996.
10. J. A. Tropp, I. S. Dhillon, R. W. Heath, and T. Strohmer, "CDMA signature sequences with low peak-to-average-power ratio via alternating projection," in Proc. 37th Asilomar Conf. Signals, Systems, Computers, Pacific Grove, CA, Nov. 2003, vol. 1, pp. 475-479.
11. J. A. Tropp, I. S. Dhillon, R. W. Heath, and T. Strohmer, "Designing structured tight frames via an alternating projection method," IEEE Trans. Inf. Theory, vol. 51, no. 1, pp. 188-209, Jan. 2005.
12. C. R. Rao, "Matrix approximations and reduction of dimensionality in multivariate statistical analysis," in Multivariate Analysis, P. R. Krishnaiah, Ed. Amsterdam, The Netherlands: North-Holland, 1980, vol. 5, pp. 3-22.
13. R. A. Horn and C. R. Johnson, Matrix Analysis. Cambridge, U.K.: Cambridge Univ. Press, 1985.
14. J. Li, P. Stoica, and Y. Xie, "On probing signal design for MIMO radar," presented at the 40th Asilomar Conf. Signals, Systems, Computers, Pacific Grove, CA, Oct. 2006, Invited Paper.
15. L. Xu, J. Li, and P. Stoica, "Adaptive techniques for MIMO radar," presented at the 4th IEEE Workshop on Sensor Array Multi-Channel Processing, Waltham, MA, Jul. 2006.
16. P. Stoica, J. Li, and Y. Xie, "On probing signal design for MIMO radar," IEEE Trans. Signal Process., vol. 55, no. 8, pp. 4151-4161, Aug. 2007.
17. P. Stoica, J. Li, and M. Xue, "On binary probing signals and instrumental variables receivers for radar," IEEE Trans. Inf. Theory 2007, submitted for publication.
18. T. Söderström and P. Stoica, System Identification. London, U.K.: Prentice-Hall Int., 1989.
19. P. Stoica, M. Viberg, and B. Ottersten, "Instrumental variable approach to array processing in spatially correlated noise fields," IEEE Trans. Signal Process., vol. 42, no. 1, pp. 121-133, Jan. 1994.
20. J. F. Sturm, "Using SeDuMi 1.02, a MATLAB toolbox for optimization over symmetric cones," Optim. Methods Softw. Online vol. 11-12, pp. 625-653, Oct. 1999 Online. Available: http://www2.unimaas. nl/sturm/software/sedumi.html
21. L. Xu, J. Li, and P. Stoica, "Radar imaging via adaptive MIMO techniques," in Proc. 14th Eur. Signal Processing Conf., Florence, Italy, Sep. 2006, Invited Paper.
22. J. G. Proakis, Digital Communications, 4th ed. New York: McGraw-Hill, 2001.
23. J. Li, P. Stoica, and Z. Wang, "On robust Capon beamforming and diagonal loading," IEEE Trans. Signal Process., vol. 51, no. 7, pp. 1702-1715, Jul. 2003.
24. P. Stoica, Z. Wang, and J. Li, "Robust Capon beamforming," IEEE Signal Process. Lett., vol. 10, no. 6, pp. 172-175, Jun. 2003.
25. J. Capon, "High resolution frequency-wavenumber spectrum analysis," Proc. IEEE, vol. 57, pp. 1408-1418, Aug. 1969.
26. J. Li and P. Stoica, "Efficient mixed-spectrum estimation with applications to target feature extraction," IEEE Trans. Signal Process., vol. 44, no. 2, pp. 281-295, Feb. 1996.
27. E. J. Kelly, "Finite-sum expressions for signal detection probabilities," Lincoln Lab., MIT, Cambridge, MA, Tech. Rep. 566, May 1981.
28. A. Jakobsson and P. Stoica, "Combining Capon and APES for estimation of spectral lines," Circuits, Syst., Signal Process., vol. 19, no. 2, pp. 159-169, 2000.