Title :
Achievable information rates and the coding-spreading tradeoff in finite-sized synchronous CDMA systems
Author :
Tang, Zuqiang ; Ryan, William E.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Arizona, Tucson, AZ, USA
Abstract :
In this letter, we compute achievable information rates for finite-sized synchronous code-division multiple-access (CDMA) systems, and low-density parity-check (LDPC) codes are adopted to approach the achievable rates. The associated coding-spreading tradeoff problem is also considered using these results. We assume binary random spreading sequences, and the computed achievable rates are averaged over ensembles of spreading sequences. Unlike most prior papers, which analyze the spectral efficiency of large CDMA systems under Gaussianity assumptions (channel inputs and/or multiple-access interference), we make no such assumptions. In order to display the coding-spreading tradeoff, we plot the minimum required signal-to-noise ratio for reliable transmission as a function of information rate. It is shown that the coding-spreading tradeoff favors all coding (i.e., no spreading) when the optimal joint multiuser detector/decoder is employed, whereas for systems with a suboptimal multiuser detector and single-user decoders, there generally exists an optimal balance between coding and spreading. We also provide simulation results on the performance of LDPC-coded synchronous CDMA systems which approach the information-theoretic limits we have computed.
Keywords :
AWGN channels; binary codes; code division multiple access; decoding; multiuser detection; parity check codes; random codes; random sequences; spectral analysis; spread spectrum communication; Gaussianity assumption; LDPC; binary random spreading sequences; code-division multiple-access systems; finite-sized synchronous CDMA systems; low-density parity-check codes; optimal joint multiuser detector-decoder; reliable transmission; spectral efficiency; Code division multiplexing; Decoding; Detectors; Displays; Gaussian channels; Information rates; Multiaccess communication; Multiple access interference; Parity check codes; Spectral analysis; Code-division multiple access (CDMA); coding–spreading tradeoff; low-density parity-check (LDPC) codes; multiuser detection;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2005.855022