Title :
Computationally efficient multiuser detection for coded CDMA
Author :
Schlegel, Christian ; Mathews, V.John
Author_Institution :
Dept. of Electr. Eng., Utah Univ., Salt Lake City, UT, USA
Abstract :
Computationally efficient multiuser detection for coded asynchronous CDMA systems is investigated. The particular receiver studied is a near-far resistant multiuser detector known as the projection receiver (PR). The PR performs multiple access interference resolution for CDMA with error control coding. The output of the front-end of the projection receiver yields a metric for decoding of the coded sequences. This metric allows the use of a standard sequence decoder (e.g., Viterbi algorithm, M-algorithm) for the error control code. The metric computation can be performed adaptively by an extension of the familiar recursive least-squares (RLS) algorithm. The adaptive PR operates on a single sample per chip. It is shown that for random spreading codes this algorithm simplifies and can be executed an order of magnitude faster by exploiting the average cross-correlation of the spreading sequences. The performance of both algorithms are studied for CDMA with random spreading sequences and compared to theoretical performance bounds
Keywords :
adaptive signal detection; code division multiple access; correlation methods; decoding; error correction codes; forward error correction; interference suppression; least squares approximations; radio receivers; radiofrequency interference; random processes; recursive estimation; spread spectrum communication; FEC decoding; M-algorithm; RLS algorithm; Viterbi algorithm; adaptive recursive least-squares; average cross-correlation; coded asynchronous CDMA systems; coded sequences; computationally efficient multiuser detection; error control code; error control coding; multiple access interference resolution; near-far resistant multiuser detector; performance bounds; projection receiver; random spreading codes; sequence decoder; spreading sequences; Cities and towns; Decoding; Detectors; Energy loss; Error correction; Forward error correction; Interference; Multiaccess communication; Multiuser detection; Resistance;
Conference_Titel :
Universal Personal Communications Record, 1997. Conference Record., 1997 IEEE 6th International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-3777-8
DOI :
10.1109/ICUPC.1997.625463