Title :
Decorrelating code-timing estimation for CDMA systems with long codes and bandlimited chip waveforms
Author :
Wang, Rensheng ; Li, Hongbin
Author_Institution :
Dept. of Electr. & Comput. Eng., Stevens Inst. of Technol., Hoboken, NJ, USA
Abstract :
This paper addresses the problem of multiuser code-timing estimation for asynchronous uplink CDMA systems with aperiodic spreading codes and bandlimited chip waveforms. Two decorrelating code-timing estimation schemes, namely the FLS and FWLS estimators, are developed, one based on least-squares (LS) while the other on weighted LS (WLS) processing in the frequency domain. The two proposed estimators offer different tradeoffs between complexity and estimation accuracy. Due to a unique signal structure in the frequency domain, both the FLS and FWLS estimators admit efficient recursive implementation, a subject also elaborated in this paper, which results in complexity reduction remarkably by orders of magnitude compared to direct implementation. Numerical results show that both of the proposed estimators can support overloaded systems (with more users than the processing gain) in multipath fading environments, and significantly outperform a conventional technique based on matched-filter processing.
Keywords :
bandlimited communication; code division multiple access; codes; computational complexity; decorrelation; least squares approximations; matched filters; radio links; recursive estimation; aperiodic spreading codes; asynchronous uplink CDMA system; bandlimited chip waveform; code division multiple access; complexity reduction; decorrelating code-timing estimation; long code; matched-filter processing; multipath fading environments; multiuser code-timing estimation; recursive implementation; weighted least-squares estimation; Decorrelation; Fading; Frequency domain analysis; Frequency estimation; Interference; Matched filters; Multiaccess communication; Paper technology; Timing; Vectors;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on
Print_ISBN :
0-7803-8104-1
DOI :
10.1109/ACSSC.2003.1291949