Sparsity-based multi-target direct positioning algorithm based on joint-sparse recovery

Progress In Electromagnetics Research C

Volumn 27, Issue , 2012, Pages 99-114

  Ke, W ^a   Wu, L N ^b  

^a NANJING NORMAL UNIVERSITY   (China)

^b SOUTHEAST UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTROMAGNETISM; MAGNETIC MATERIALS;

DIRECT POSITION DETERMINATIONS; LOCATION ACCURACY; LOCATION ESTIMATION; MEASUREMENT PARAMETERS; POSITIONING ACCURACY; POSITIONING ALGORITHMS; SPATIAL DOMAINS; TWO-STEP APPROACH;

LOCATION;

EID: 84856989367     PISSN: 19378718     EISSN: 15309681     Source Type: Journal    
DOI: 10.2528/PIERC11110704     Document Type: Article

References (26)

1. Mitilineos, S. A. and S. C. A. Thomopoulos, Positioning accuracy enhancement using error modeling via a polynomial approximation approach, Progress In Electromagnetics Research, Vol. 102, 49-64, 2010.
2. Sayed, A. H., A. Tarighat, and N. Khajehnouri, Network-based wireless location, IEEE Signal Processing Magazine, Vol. 22, No. 4, 24-40, 2005.
3. Reza, A. W., S. M. Pillai, K. Dimyati, and K. G. Tan, A novel positioning system utilizing zigzag mobility pattern, Progress In Electromagnetics Research, Vol. 106, 263-278, 2010.
4. Gezici, S., A survey on wireless position estimation, Wireless Personal Communications, Vol. 44, No. 3, 263-282, 2008.
5. Seow, C. K. and S. Y. Tan, Localization of omni-directional mo- bile device in multipath environments, Progress In Electromagnetics Research, Vol. 85, 323-348, 2008.
6. FCC Docket No. 94-102, Revision of the commission's rules to ensure compatibility with enhanced 911 emergency callin systems, RM-8143, Jul. 26, 1996.
7. Weiss, A. J., Direct position determination of narrowband radio frequency transmitters, IEEE Signal Processing Letters, Vol. 11, No. 5, 513-516, 2004.
8. Amar, A. and A. J. Weiss, Direct position determination approach in the presence of model errors-known waveforms, Digital Signal Processing, Vol. 16, 52-83, 2006
9. Reuven, A. M. and A. J. Weiss, Direct position determination of cyclostationary signals, Signal Processing, Vol. 89, 2448-2464, 2009
10. Weiss, A. J. and A. Amar, Direct position determination of multiple radio signals, EURASIP Journal on Applied Signal Processing, Vol. 2005, No. 1, 37-49, 2005.
11. Amar, A. and A. J. Weiss, A decoupled algorithm for geolocation of multiple emitters, Signal Processing, Vol. 87, 2348-2359, 2007.
12. Schmidt, R. O., Multiple emitter location and signal parameter estimation, IEEE Transactions on Antennas and Propagation, Vol. 34, No. 3, 276-280, 1986.
13. Donoho D., Compressed sensing, IEEE Transactions on Information Theory, Vol. 52, No. 4, 1289-1306 2006.
14. Malioutov, D., M. Cetin, and A. S. Willsky, A sparse signal reconstruction perspective for source localization with sensor arrays, IEEE Transactions on Signal Processing, Vol. 53, No. 8, 3010-3022, 2005.
15. Zhang, Y., Q. Wan, and A.-M. Tan, Localization of narrow band sources in the presence mutual coupling via sparse solution finding, Progress In Electromagnetics Research, Vol. 86, 243-257, 2008.
16. Wax, M. and T. Kailath, Detection of signals by information theoretic criteria, IEEE Transactions on Acoustics, Speech, and Signal Processing, Vol. 33, No. 2, 387-392, 1985.
17. DeRidder, F., R. Pintelon, J. Schoukens, and D. P. Gillikin, Modified AIC and MDL model selection criteria for short data records, IEEE Trans. on Instrument and Measurement, Vol. 54, No. 1, 144-150, 2005.
18. 0 norm approximation, IEEE Transactions on Signal Processing, Vol. 58, No. 9, 4646-4655, 2010
19. Cotter, S., B. Rao, K. Engan, and K. K. Delgado, Sparse solutions to linear inverse problems with multiple measurement vectors, IEEE Transactions on Signal Processing, Vol. 53, No. 7, 2477-2488, 2005.
20. Hyder, M. M. and K. Mahata, A robust algorithm for joint- sparse recovery, IEEE Signal Processing Letters, Vol. 16, No. 12, 1091-1094, 2009.
21. Cotter, S., Multiple snapshot matching pursuit for direction of arrival (DOA) estimation, Proceedings of European Signal Processing Conference, 247-251, Poznan, Poland, Sep. 2007.
22. Tropp, J., Algorithms for simultaneous sparse approximation: Part II: Convex relaxation, Signal Processing, Vol. 86, 589-602, 2006
23. Mishali, M. and Y. Eldar, Reduce and boost: Recovering arbitrary sets of jointly sparse vectors, IEEE Transactions on Signal Processing, Vol. 56, No. 10, 4692-4702, 2008.
24. Donoho, D. L., Superresolution via sparsity constraints, SIAM Journal on Mathematical Analysis, Vol. 23, No. 5, 1309-1331, 1992.
25. Chen, S. S., D. L. Donoho, and M. A. Saunders, Atomic decomposition by basis pursuit, SIAM Journal on Scientific Computing, Vol. 20, 33-61, 1999.
26. Weiss, A. J., Direct Geolocation of wideband emitters based on delay and Doppler, IEEE Transactions on Signal Processing, Vol. 59, No. 6, 2513-2521, 2011.