Title :
Nonlinear multiuser detector for synchronous coded CDMA on severely distorted frequency selective channels
Author_Institution :
Dept. of Electr. Eng., Tel Aviv Univ., Israel
Abstract :
In a synchronous CDMA system the orthogonality of the codes ensures no interference between the users. However, when strong multipath distortion is present, the orthogonality is destroyed. This paper treats both the analytical and the practical aspect of this problem. A new analytical method is presented for evaluating the performance of the optimal detector with known channel and random orthogonal code. For the practical receiver implementation, we propose a signal processing technique, based on the estimate-maximize algorithm, which iteratively seeks for the maximum likelihood solution. This nonlinear technique is shown to perform much better than the optimal linear solution. The algorithm lends itself to an efficient DSP or VLSI implementation and is combined with coding. A new analytical channel parameter is shown to accurately predict the performance to within ±0.5 dB. The results are also presented in the form of outage probabilities for random Rayleigh multipath against required fading margin
Keywords :
Rayleigh channels; code division multiple access; encoding; fading; maximum likelihood estimation; multipath channels; probability; receivers; signal detection; DSP; VLSI; analytical channel parameter; analytical method; coding; distorted frequency selective channels; estimate-maximize algorithm; fading margin; maximum likelihood solution; multipath distortion; nonlinear multiuser detector; nonlinear technique; optimal detector; optimal linear solution; outage probabilities; performance evaluation; random Rayleigh multipath; random orthogonal code; receiver; signal processing; synchronous coded CDMA; Code division multiplexing; Detectors; Interference; Iterative algorithms; Maximum likelihood detection; Maximum likelihood estimation; Multiaccess communication; Nonlinear distortion; Performance analysis; Signal processing algorithms;
Conference_Titel :
Global Telecommunications Conference, 1996. GLOBECOM '96. 'Communications: The Key to Global Prosperity
Conference_Location :
London
Print_ISBN :
0-7803-3336-5
DOI :
10.1109/GLOCOM.1996.591905