Title :
Decorrelating multiuser code-timing estimation for long-code CDMA with bandlimited chip waveforms
Author :
Wang, Rensheng ; Li, Hongbin
Author_Institution :
Dept. of Electr. & Comput. Eng., Stevens Inst. of Technol., Hoboken, NJ, USA
fDate :
7/1/2005 12:00:00 AM
Abstract :
This paper addresses the problem of multiuser code-timing estimation for asynchronous uplink code-division multiple-access (CDMA) systems with aperiodic spreading codes and bandlimited chip waveforms. Two decorrelating code-timing estimation schemes, namely the frequency-domain least-squares (FLS) and frequency-domain weighted least-squares (FWLS) estimators, are developed. The two proposed estimators offer different tradeoffs between complexity and estimation accuracy. A critical step for decorrelating-based estimation is to decompose the received signal into subsignals of shorter duration. We discuss how to perform the decomposition to ensure improved identifiability and statistical stability of the proposed schemes. Due to a unique signal structure in the frequency domain, both the FLS and FWLS estimators admit efficient implementations that result in significant complexity reductions. The Crame´r-Rao bound for the estimation problem under study is derived and used as an assessment tool for the proposed estimators. 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 :
channel coding; channel estimation; code division multiple access; fading channels; frequency-domain analysis; least squares approximations; matched filters; mobile radio; multipath channels; multiuser channels; numerical stability; radio links; signal processing; synchronisation; aperiodic spreading code; asynchronous uplink; bandlimited chip waveform; code-division multiple-access; decorrelating-based estimation; frequency-domain weighted least-squares method; long-code CDMA; matched-filter processing; multipath fading channel; multiuser code-timing estimation; signal decomposition; statistical stability; synchronization; Decorrelation; Fading; Frequency domain analysis; Frequency estimation; Frequency synchronization; Impedance; Multiaccess communication; Multiple access interference; Parameter estimation; Stability; Aperiodic/long spreading codes; bandlimited chip waveforms; code-division multiple access (CDMA); parameter estimation; synchronization;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2005.849177