Title :
Zero-insertion adaptive minimum mean-square error (MMSE) receiver for asynchronous CDMA multiuser detection
Author :
Chen, Hsiao-Hwa ; Liu, Zhi-Qiang
Author_Institution :
Dept. of Electr. Eng., Nat. Chung-Hsing Univ., Taiwan
fDate :
3/1/2001 12:00:00 AM
Abstract :
This paper proposes an asynchronous code-division multiple-access multiuser detector, zero-insertion adaptive minimum mean-square error (ZA-MMSE) multiuser detector, in which a data stream is partitioned into blocks by inserted zero bits and detection proceeds block by block to ensure a balance between processing delay and detection efficiency. The bit error rate performance of the ZA-MMSE detector is evaluated under different multipath scenarios with varying severity characterized by average relative strength of the paths. The results are compared with decorrelator, revealing that the ZA-MMSE detector offers promising detection efficiency at a relatively low complexity, which is linear to the product of the number of users and block length. As an effort to implement it adaptively, the transient behavior of the ZA-MMSE detector with different recursive algorithms is studied. It is concluded that the least mean square algorithm is not suitable due to its power-dependent convergence; whereas the recursive least square algorithm offers a consistently fast convergence regardless of the received power, making it ideal for application in a time-varying channel with near-far effect
Keywords :
AWGN channels; adaptive signal detection; code division multiple access; computational complexity; convergence of numerical methods; error statistics; fading channels; land mobile radio; multipath channels; multiuser channels; radio receivers; recursive estimation; time-varying channels; AWGN channel; BER performance; LMS algorithm; ZA-MMSE detector; asynchronous CDMA multiuser detection; bit error rate performance; block length; code-division multiple-access; data stream; detection efficiency; least mean square algorithm; low complexity; minimum mean-square error; mobile radio; multipath channel; multipath fading; near-far effect; power-dependent convergence; processing delay; recursive algorithms; recursive least square algorithm; time-varying channel; transient behavior; zero-insertion adaptive MMSE receiver; Bit error rate; Convergence; Decorrelation; Delay; Detectors; Face detection; Interference; Matched filters; Multiaccess communication; Multiuser detection;
Journal_Title :
Vehicular Technology, IEEE Transactions on