Abstract
Blind Adaptive Step-size Constant Modulus Algorithm (AS-CMA) for multiuser detection in DS-CDMA systems is presented. It combines the CMA and the concept of variable step-size, uses a second LMS algorithm for the step size. It adjusts the step-size according to the minimum output-energy principle within a specified range, thus overcomes the problems of bad effect of fixed step-size LMS algorithm. Compared with Adaptive Step-size LMS (AS-LMS) algorithm, through simulations, this algorithm can adapt the changes of the environment, suppress multiple access interference in the dynamic environment and the stability of Signal to Interference Ratio (SIR) is superior to that of AS-LMS.
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References
S. Verdu, Multiuser Detection. Cambridge, U.K., Cambridge Univ. Press, 1998, 21–27.
S. Verdu, Multiuser detection, in Advances in Statistical Signal Processing, H. V. Poor and J. B. Thomas, Eds., Greenwich, CT: JAI, 1993, 101–111.
M. L. Honig, U. Madhow, S. Verdu, Adaptive blind multiuser detection, IEEE Trans. on Inform. Theory, 41(1995)7, 944–960.
Vikram Krishnamurthy, Averaged stochastic gradient algorithms for adaptive blind multiuser detection in DS/CDMA systems, IEEE Trans. on Communications, 48(2000)1, 125–134.
Y. Ling, Z. Ding, Convergence analysis of finite length blind equalizers, IEEE Trans. on Signal Processing, 43(1995)9, 2120–2129.
P. He, T. T. Tjhung, L. K. Rasmussen, Constant modulus algorithm (CMA) for CDMA communications systems, in Proc. IEEE Veh. Technol. Conf., Ottawa, Canada, 1998, 949–953.
N. Zecevic, J. H. Reed, Blind CDMA interference rejection in multipath channels, in Proc. IEEE Veh. Technol. Conf., Phoenix, AZ, 21–25, 1997.
N. R. Mangalvedhe, J. H. Reed, Blind adaptation algorithms for direct-sequence spread-spectrum CDMA single-user detection, in Proc. IEEE Veh. Technol. Conf., Phoenix, AZ, 1997, 2123–2137.
Vikram Krishnamurthy, G. Yin, S. Singh, Adaptive step-size algorithms for blind interference suppression in DS/CDMA systems, IEEE Trans. on Signal Process, 49(2001)1, 190–201.
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Supported by the National Natural Science Fundation of China (No.60172018)
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Sun, L., Hu, G. Adaptive Step-size Constant Modulus Algorithm for blind multiuser detection in DS-CDMA systems. J. of Electron.(China) 21, 10–15 (2004). https://doi.org/10.1007/BF02687792
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DOI: https://doi.org/10.1007/BF02687792