Title :
Multipath parameter estimation for DS-CDMA with aperiodic spreading codes
Author :
Li, Kemin ; Hui Liu
Author_Institution :
Dept. of Electr. Eng., Virginia Univ., Charlottesville, VA, USA
Abstract :
For high performance CDMA communications, multiuser detection is often required to suppress the multiple access interference (MAI). Existing multiuser detectors rely on channel information to recover multiuser digital signals. This paper studies the channel estimation and carrier recovery problem for DS-CDMA systems using aperiodic spreading codes. The maximum likelihood channel estimator is derived. The resulting multiuser optimization problem is solved iteratively via alternating optimization technique. It is shown by computer simulation that the proposed algorithm can reach global maxima almost always under medium SNR.
Keywords :
code division multiple access; interference suppression; maximum likelihood estimation; multiuser channels; optimisation; radiofrequency interference; signal detection; spread spectrum communication; DS-CDMA; alternating optimization; aperiodic spreading codes; carrier recovery; channel estimation; channel information; computer simulation; global maxima; high performance CDMA communications; maximum likelihood channel estimator; medium SNR; multipath parameter estimation; multiple access interference suppression; multiuser detection; multiuser digital signal recovery; multiuser optimization; Channel estimation; Computer simulation; Detectors; Iterative algorithms; Maximum likelihood detection; Maximum likelihood estimation; Multiaccess communication; Multiple access interference; Multiuser detection; Parameter estimation;
Conference_Titel :
Signals, Systems & Computers, 1998. Conference Record of the Thirty-Second Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-5148-7
DOI :
10.1109/ACSSC.1998.751647