Title :
Adaptive algorithm based on pilot-channel for multiuser detection
Author :
Wang, Yi ; Xue, Qiang ; Zhou, Sheng ; Wu, Weiling
Author_Institution :
Beijing Univ. of Posts & Telecommun., China
Abstract :
A novel adaptive algorithm for MMSE multiuser detection in downlink CDMA is proposed in this paper. This algorithm uses the information in the pilot channel to compute the desired MMSE solution directly. Compared with conventional adaptive algorithms and previously proposed blind algorithms, it does not require training sequences or channel estimation. Analysis shows that the MMSE detector obtained by the algorithm converges to the Wiener solution globally, and the computational complexity is O(N2). Simulation examples illustrate that the algorithm can rapidly reach the steady state. The steady state performance can be enhanced by increasing the transmitted power in the pilot channel, but is worse than that of a conventional recursive least-square (RLS) algorithm in decision-directed mode
Keywords :
adaptive signal detection; cellular radio; code division multiple access; computational complexity; least mean squares methods; multiuser channels; spread spectrum communication; MMSE detector; MMSE multiuser detection; Wiener solution; adaptive algorithm; computational complexity; downlink CDMA; multiuser detection; pilot-channel; steady state performance; transmitted power; Adaptive algorithm; Algorithm design and analysis; Channel estimation; Computational complexity; Computational modeling; Detectors; Downlink; Multiaccess communication; Multiuser detection; Steady-state;
Conference_Titel :
Signal Processing Proceedings, 2000. WCCC-ICSP 2000. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-5747-7
DOI :
10.1109/ICOSP.2000.893440