Title :
Predictor based multiuser and single user detection for time varying frequency selective Rayleigh fading CDMA channels
Author :
Jana, Rittwik ; Hart, Brian D.
Author_Institution :
Res. Sch. of Inf. Sci. & Eng., Australian Nat. Univ., Canberra, ACT, Australia
Abstract :
Multiuser detection for linearly modulated signals (e.g. asynchronous code division multiple access (CDMA)) sent over a time varying, frequency selective Rayleigh fading channel is considered. The multiuser maximum likelihood sequence detector (MLSD) using linear predictors is derived assuming knowledge of the channel second order statistics only. This receiver is appropriate when there are no pilot tones and the channel´s time varying impulse response cannot be accurately estimated. The receiver uses predictors to estimate the received signal and forms a weighted Euclidean distance between the predicted and the received samples. The computational complexity of this receiver grows exponentially with the number of users, hence, we propose an additional single user receiver that is constrained to track and lock to the signal of the desired user, but unlike the conventional single user receiver, it is optimised to take into account the structure of the multiple access interference (MAI). An analysis of the multiuser receiver is also provided. We obtain tight bit error probability bounds using a truncated union bound approach
Keywords :
Rayleigh channels; code division multiple access; computational complexity; error statistics; land mobile radio; maximum likelihood detection; modulation; multipath channels; multiuser channels; prediction theory; radio receivers; radiofrequency interference; signal detection; time-varying channels; CDMA; MLSD; asynchronous code division multiple access; bit error probability bounds; channel second order statistics; computational complexity; frequency selective Rayleigh fading channel; linear predictors; linearly modulated signals; mobile wireless system; multipath fading; multiple access interference; multiuser maximum likelihood sequence detector; multiuser receiver; predictor based multiuser detection; predictor based single user detection; received signal estimation; receiver; single user receiver; time varying channels; time varying impulse response; truncated union bound; weighted Euclidean distance; Chirp modulation; Detectors; Fading; Frequency conversion; Maximum likelihood detection; Maximum likelihood estimation; Modulation coding; Multiaccess communication; Multiple access interference; Multiuser detection;
Conference_Titel :
Vehicular Technology Conference Proceedings, 2000. VTC 2000-Spring Tokyo. 2000 IEEE 51st
Conference_Location :
Tokyo
Print_ISBN :
0-7803-5718-3
DOI :
10.1109/VETECS.2000.851336