Adaptive widely linear reduced-rank interference suppression based on the multistage wiener filter

IEEE Transactions on Signal Processing

Volumn 60, Issue 8, 2012, Pages 4003-4016

  Song, Nuan ^a   De Lamare, Rodrigo C ^b   Haardt, Martin ^a   Wolf, Mike ^a  

^a ILMENAU UNIVERSITY OF TECHNOLOGY   (Germany)

^b UNIVERSITY OF YORK   (United Kingdom)

Author keywords

Direct sequence ultrawideband; multistage Wiener filter; narrowband interference; noncircular; reduced rank; widely linear

Indexed keywords

DIRECT SEQUENCE ULTRA-WIDEBAND; MULTI STAGE WIENER FILTERS; NARROW BAND INTERFERENCE; NON-CIRCULAR; REDUCED- RANK; WIDELY LINEAR;

COMMUNICATION CHANNELS (INFORMATION THEORY); INTERFERENCE SUPPRESSION; LINEAR TRANSFORMATIONS; MATRIX ALGEBRA; SIGNAL RECEIVERS; ULTRA-WIDEBAND (UWB);

MATHEMATICAL TRANSFORMATIONS;

EID: 84863953268     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2012.2197747     Document Type: Article

References (37)

1. T. Adali and S. Haykin, Adaptive Signal Processing: Next Generation Solutions. Hoboken, NJ: Wiley, 2010.
2. P. J. Schreier and L. L. Scharf, Statistical Signal Processing of Complex-Valued Data: The Theory of Improper and Noncircular Signals. Cambridge, U. K. : Cambridge Univ, Press, 2010.
3. D. Mandic and V. S. L. Goh, Complex Valued Nonlinear Adaptive Filters: Noncircularity, Widely Linear and Neural Models. Hoboken, NJ: Wiley, 2009.
4. P. J. Schreier and L. L. Scharf, "Second-order analysis of improper complex random vectors and processes," IEEE Trans. Signal Process., vol. 51, no. 3, pp. 714-725, Mar. 2003.
5. B. Picinbono and P. Chevalier, "Widely linear estimation with complex data," IEEE Trans. Signal Process., vol. 43, no. 8, pp. 2030-2033, Aug. 1995.
6. H. Trigui and D. Slock, "Performance bounds for cochannel interference cancellation within the current GSM standard," Signal Process., vol. 80, no. 7, pp. 1335-1346, 2000.
7. F. Römer and M. Haardt, "Deterministic Cramér-Rao bounds for strict sense non-circular sources," in Proc. Int. ITG/IEEE Workshop Smart Antennas (WSA'07), Vienna, Austria, Feb. 2007.
8. M. Haardt and F. Römer, "Enhancements of unitary ESPRIT for noncircular sources," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), Montreal, QC, Canada, 2004, vol. 2, pp. 101-104.
9. S. Buzzi, M. Lops, and A. M. Tulino, "A new family ofMMSE multiuser receivers for interference suppression in DS/CDMA systems employing BPSK modulation," IEEE Tran. Commun., vol. 49, no. 1, pp. 154-167, Jan. 2001.
10. R. Schober, W. H. Gerstacker, and L. H. J. Lampe, "Data-Aided and blind stochastic gradient algorithms for widely linearMMSE MAI suppression for DS-CDMA," IEEE Trans. Signal Process., vol. 52, no. 3, pp. 746-756, Mar. 2004.
11. A. Mirbagheri, K. N. Plataniotis, and S. Pasupathy, "An enhanced widely linear CDMA receiver with OQPSK modulation," IEEE Trans. Commun., vol. 54, no. 2, pp. 261-261, Feb. 2006.
12. A. Parihar, L. Lampe, R. Schober, and C. Leung, "Equalization for DS-UWB systems-Part I: BPSK modulation," IEEE Trans. Commun., vol. 55, no. 6, pp. 1164-1173, Jun. 2007. (Pubitemid 47018725)
13. P. Chevalier and F. Pipon, "New insights into optimal widely linear array receivers for the demodulation of BPSK, MSK, and GMSK signals corrupted by noncircular interferences-Application to SAIC," IEEE Trans. Signal Process., vol. 54, no. 3, pp. 870-883, Mar. 2006. (Pubitemid 43280566)
14. R. Meyer, W. H. Gerstacker, R. Schober, and J. B. Huber, "A single antenna interference cancellation algorithm for increased gsm capacity," IEEE Trans. Wireless Commun., vol. 5, no. 7, pp. 1616-1621, Jul. 2006. (Pubitemid 44304169)
15. P. Chevalier, F. Pipon, and F. Delaveau, "Second-order optimal array receivers for synchronization of BPSK, MSK, and GMSK signals corrupted by noncircular interferences," EURASIP J. Adv. Signal Process., vol. 2007, no. 3, pp. 1-16, 2007.
16. X. Wang and H. V. Poor, "Blind multiuser detection: A subspace approach," IEEE Trans. Inf. Theory, vol. 44, no. 2, pp. 677-690, Feb. 1998. (Pubitemid 128737630)
17. Y. Song and S. Roy, "Blind adaptive reduced-rank detection for DS-CDMA signals in multipath channels," IEEE J. Sel. Areas Commun., vol. 17, no. 11, Nov. 1999.
18. J. S. Goldstein and I. S. Reed, "Reduced-rank adaptive filtering," IEEE Trans. Signal Process., vol. 45, no. 2, pp. 492-496, Feb. 1997. (Pubitemid 127765914)
19. J. S. Goldstein, I. S. Reed, and L. L. Scharf, "A multistage representation of theWiener Filter based on orthogonal projections," IEEE Trans. Inf. Theory, vol. 44, no. 7, pp. 2943-2959, Jul. 1998. (Pubitemid 128739997)
20. M. L. Honig and W. Xiao, "Performance of reduced-rank linear interference suppression," IEEE Trans. Inf. Theory, vol. 47, no. 5, pp. 1928-1946, May 2001.
21. M. L. Honig and J. S. Goldstein, "Adaptive reduced-rank interference suppression based on the multistage Wiener filter," IEEE Trans. Commun., vol. 50, no. 6, pp. 986-994, Jun. 2002. (Pubitemid 34799116)
22. D. A. Pados and G. N. Karystinos, "An iterative algorithm for the computation of theMVDR filter," IEEE Trans. Signal Process., vol. 49, no. 2, Feb. 2001.
23. H. Qian and S. N. Batalama, "Data record-based criteria for the selection of an auxiliary vector estimator of theMMSE/MVDR filter," IEEE Trans. Commun., vol. 51, no. 10, pp. 1700-1708, Oct. 2003.
24. R. C. de Lamare, M. Haardt, and R. Sampaio-Neto, "Blind adaptive constrained reduced-rank parameter estimation based on constant modulus design for CDMA interference suppression," IEEE Trans. Signal Process., vol. 56, no. 6, pp. 2470-2482, Jun. 2008. (Pubitemid 351795898)
25. L. Wang and R. C. de Lamare, "Robust auxiliary vector filtering algorithmbased on constrained constantmodulus design for adaptive beamforming," in Proc. IEEE Int. Conf. Acoust. Speech, Signal Process. (ICASSP), Dallas, TX, 2010, pp. 2530-2533.
26. S. C. Douglas, "Widely-linear recursive least-squares algorithm for adaptive beamforming," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP'09), Taipei, Taiwan, 2009, pp. 2041-2044.
27. R. C. de Lamare and R. Sampaio-Neto, "Reduced-rank adaptive filtering based on joint iterative optimization of adaptive filters," IEEE Signal Process. Lett., vol. 14, no. 12, pp. 980-983, Dec. 2007. (Pubitemid 350201258)
28. R. C. de Lamare and R. Sampaio-Neto, "Adaptive reduced-rank processing based on joint and iterative interpolation, decimation and filtering," IEEE Trans. Signal Process., vol. 57, no. 7, pp. 2503-2514, Jul. 2009.
29. R. C. de Lamare and R. Sampaio-Neto, "Reduced-rank space-Time adaptive interference suppression with joint iterative least squares algorithms for spread-spectrum systems," IEEE Trans. Veh. Technol., vol. 59, no. 3, pp. 1217-1228, Jun. 2010.
30. R. Fisher, R. Kohno, M. M. Laughlin, and M. Welbourn, "DS-UWB physical layer submission to 802. 15 Task Group 3a," IEEE Standard Proposal IEEE P802. 15-04/0137r4, Jan. 2005.
31. Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications High-Speed Physical Layer in the 5 GHz Band, IEEE 802. 15 TG4a, 1999.
32. First Report and Order: Revision of Part 15 of the Commission's Rules Regarding Ultra-Wideband Transmission Systems Federal Communications Commission, 2002, ET Docker 98-153.
33. Q. Z. Ahmed and L.-L. Yang, "Reduced-rank adaptive multiuser detection in hybrid direct-sequence time-hopping ultra wide bandwidth systems," IEEE Trans. Wireless Commun., vol. 9, no. 1, pp. 156-167, Jan. 2010.
34. S. Haykin, Adaptive Filter Theory, 4th ed. Englewood Cliffs, NJ: Prentice Hall, 2002.
35. N. Song, R. de Lamare, M. Wolf, and M. Haardt, "Adaptive reduced-rank interference suppression for DS-UWB systems based on the widely linear multistage Wiener filter," in Proc. 7th Int. Symp. Wireless Commun. Syst. (ISWCS 2010), York, U. K., Sep. 2010.
36. J. Kunisch and J. Pamp, "Measurement results and modeling aspects for the UWB radio channel," in Proc. IEEE Conf. Ultra Wide-Band Syst. Technol., Baltimore, MD,May 2002.
37. R. A. Horn and C. R. Johnson, Matrix Analysis. Cambridge, U. K. : Cambridge Univ. Press, 1990.