Title :
Mitigating error propagation in CDMA multiuser DFE
Author_Institution :
Dept. of Electr. & Comput. Eng., Michigan Technol. Univ., Houghton, MI, USA
Abstract :
Robust measures via constraining the filter weight vector are applied to the decision-directed decision feedback equalization (DFE) detectors to alleviate the error propagation problem in CDMA wireless systems. These constraints are constructed from the spreading codes of the desired user to preserve its output energy. The constrained portion of the weight vector is able to curb the effect of incorrect past decisions and provide the leverage to prevent error propagation and maintain a stable transmission. The use of signal-preserving constraints also improves the multiple access interference suppression capacity. Efficient adaptive RLS algorithms for nonlinear DFE filters are developed, and the achievable steady state SINR performance of both the unconstrained and constrained DFE is derived.
Keywords :
adaptive filters; code division multiple access; decision feedback equalisers; interference suppression; least mean squares methods; multiuser channels; nonlinear filters; optimisation; radio links; radiofrequency interference; signal detection; CDMA wireless systems; DFE detectors; MAI; MMSE equalization; RLS algorithms; constrained optimization; decision feedback equalization; error propagation; filter weight vector; interference suppression; multiple access interference; multiuser DFE; nonlinear filters; spreading codes; Adaptive filters; Decision feedback equalizers; Detectors; Interference constraints; Multiaccess communication; Multiple access interference; Resonance light scattering; Robustness; Signal to noise ratio; Steady-state;
Conference_Titel :
Signals, Systems and Computers, 2001. Conference Record of the Thirty-Fifth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-7147-X
DOI :
10.1109/ACSSC.2001.986963