Adaptive step-size algorithms for blind interference suppression in DS/CDMA systems

IEEE Transactions on Signal Processing

Volumn 49, Issue 1, 2001, Pages 190-201

  Krishnamurthy, Vikram ^a  

^a UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; APPROXIMATION THEORY; CODE DIVISION MULTIPLE ACCESS; INTERFERENCE SUPPRESSION; RADIO INTERFERENCE; RANDOM PROCESSES; SIGNAL FILTERING AND PREDICTION;

ADAPTIVE STEP-SIZE ALGORITHMS; MULTIPLE ACCESS INTERFERENCE (MAI); NARROWBAND INTERFERENCE (NBI);

DIRECT SEQUENCE SYSTEMS;

EID: 0035127839     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/78.890361     Document Type: Article

References (19)

1. A. Benveniste, M. Metivier, and P. Priouret, Adaptive Algorithms and Stochastic Approximations, Volume 22 of Applications of Mathematic. New York: Springer-Verlag, 1990.
2. J. M. Brossier, "Egalization Adaptive et Estimation de Phase: Application aux Communications Sous-Marines," Ph.D. dissertation, Inst. Nat. Polytech. Grenoble, Grenoble, France, 1992.
3. P. S. R. Diniz, M. L. R. de Campos, and A. Antoniou, "Analysis of LMSNewton adaptive filtering algorithm with variable convergence factor," IEEE Trans. Signal Processing, vol. 43, pp. 617-627, Apr. 1995.
4. S. N. Ethier and T. G. Kurtz, Markov Processes-Characterization and Convergence. New York: Wiley, 1986.
5. J. B. Evans, P. Xue, and B. Liu, "Analysis and implementation of variable step size adaptive algorithms," IEEE Trans. Signal Processing, vol. 41, pp. 2517-2535, Oct. 1993.
6. M. L. Honig, U. Madhow, and S. Verdu, "Adaptive blind multiuser detection," IEEE Trans. Inform. Theory, vol. 41, pp. 944-960, July 1995.
7. M. L. Honig and H. V. Poor, "Adaptive interference suppression in wireless communication systems," in Wireless Communications: Signal Processing Perspectives, H. V. Poor and G. W. Wornell, Eds. Englewood Cliffs, NJ: Prentice-Hall, 1998.
8. V. Krishnamurthy, "Averaged stochastic gradient algorithms for adaptive blind multiuser detection in DS/CDMA systems," IEEE Trans. Commun., vol. 48, pp. 125-134, Feb. 2000.
9. V. Krishnamurthy and A. Logothetis, "Adaptive nonlinear filters for narrowband interference suppression in spread spectrum CDMA systems," IEEE Trans. Commun., vol. 47, p. 13, May 1999.
10. H. J. Kushner, Approximation and Weak Convergence Methods for Random Processes, with Applications to Stochastic Systems Theory. Cambridge, MA: MIT Press, 1984.
11. H. J. Kushner and J. Yang, "Analysis of adaptive step-size sa algorithms for parameter tracking," IEEE Trans. Automat. Contr, vol. 40, pp. 1403-1410, Aug. 1995.
12. H. J. Kushner and G. Yin, Stochastic Approximation Algorithms and Applications. New York: Springer-Verlag, 1997.
13. P. L'Ecuyer and G. Yin, "Budget-dependent convergence rate of stochastic approximation," SIAM J. Optim., vol. 8, pp. 217-247, 1998.
14. H. V. Poor and X. Wang, "Code-aided interference suppression for DS/CDMA communications-Part I: Interference suppression capability," IEEE Trans. Commun., vol. 45, pp. 1101-1 111, Sept. 1997.
15. "Code-aided interference suppression for DS/CDMA communications-Part II: Parallel blind adaptive implementations," IEEE Trans. Commun., vol. 45, pp. 1112-1122, Sept. 1997.
16. W. A. Sethares and J. A. Bucklew, "Local stability of the median LMS filter," IEEE Trans. Signal Processing, vol. 42, pp. 2901-2905, Nov. 1994.
17. D. T. M. Slock and T. Kailath, "Fast transversal RLS algorithms," in Adaptive System Identification and Signal Processing Algorithms, N. Kalouptsidis and S. Theodoridis, Eds. Englewood Cliffs, NJ: Prentice-Hall, 1993.
18. S. Verdu, "Multiuser detection," in Advances in Statistical Signal Processing, H. V. Poor and J. B. Thomas, Eds. Greenwich, CT: JAI, 1993.
19. H. White, Asymptotic Theory for Econometricians. New York: Academic, 1984.