Title :
Coding-spreading tradeoff in LDPC-coded CDMA with turbo multiuser detection
Author :
Yue, Guosen ; Wang, Xiaodong
Author_Institution :
Electr. Eng. Dept., Texas A&M Univ., College Station, TX, USA
Abstract :
We consider the problem of coding-spreading tradeoff in code-division multiple-access (CDMA) systems employing multiuser joint decoding. In particular, we assume the users employing the capacity-achieving low-density parity-check (LDPC) codes and at the receiver, turbo multiuser detection is used to implement joint decoding. We solve the coding-spreading optimization based on the extrinsic information signal-to-noise ratio (SNR) evolution curves for the soft-input soft-output (SISO) multiuser detectors and the SISO LDPC decoders. Two types of SISO multiuser detectors are treated, namely, the soft interference cancellation minimum mean-square-error (SIC-MMSE) detector and the soft interference cancellation matched filter (SIC-MF) detector. Moreover, both single-cell and multicell scenarios are considered. For each of these cases, we are able to characterize the extrinsic information SNR analytically, for both finite-size systems and for the so-called large systems where asymptotic performance results must be evoked. Our analysis indicates that the SIC-MMSE-based system offers a significant gain in spectral efficiency compared with the SIC-MF counterpart, in both single-cell and multicell scenarios. This is in contrast to the single-user decoding case, where it has been shown that the MMSE detector offers little advantage over the conventional matched-filter in terms of capacity in multicell scenario. Moreover, the results on coding-spreading tradeoff for finite-size systems and large systems match very well.
Keywords :
code division multiple access; decoding; interference suppression; least mean squares methods; matched filters; multiuser detection; optimisation; parity check codes; radio receivers; radiofrequency interference; turbo codes; LDPC-coded CDMA; MMSE; SISO; code division multiple access; coding-spreading optimization; coding-spreading tradeoff; finite-size system; low density parity check code; matched filter detector; minimum mean square error; multiuser joint decoding; receiver; signal-to-noise ratio; single-user decoding; soft interference cancellation; soft-input soft-output multiuser detectors; spectral efficiency; turbo multiuser detection; Decoding; Detectors; Information analysis; Interference cancellation; Matched filters; Multiaccess communication; Multiuser detection; Parity check codes; Performance analysis; Signal to noise ratio; CDMA; Code-division multiple-access; LDPC; codes; coding-spreading tradeoff; density evolution; low-density parity-check; turbo multiuser detection;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2004.833481