Title :
Performance analysis of an improved MMSE multiuser receiver for mismatched delay channels
Author :
Chu, Li-Chung ; Mitra, Urbashi
Author_Institution :
Dept. of Electr. Eng., Ohio State Univ., Columbus, OH, USA
fDate :
10/1/1998 12:00:00 AM
Abstract :
Motivated by the fact that time delays in a practical direct-sequence code-division multiple-access (DS-CDMA) system can never be perfectly estimated, an improved minimum-mean squared-error (MMSE)-based receiver is proposed and analyzed. Via the simple assumption of a probability distribution for the delay estimation errors, the proposed receiver can achieve a performance superior to that of the conventional MMSE (CMMSE) receiver. The performances of this improved receiver and the CMMSE receiver are compared in terms of the mean squared error (MSE), probability of error, and asymptotic multiuser efficiency (AME). As the original definition of AME does not consider mismatched channels, the behavior of three single-user receivers bearing imperfect delay estimation is also investigated. These single-user receivers are employed to define a more appropriate AME. Finally, an efficient update mechanism to accommodate dynamic channel statistics, and thus practical implementation, is proposed
Keywords :
code division multiple access; delays; least mean squares methods; parameter estimation; probability; pseudonoise codes; radio receivers; spread spectrum communication; time-varying channels; DS-CDMA system; MMSE multiuser receiver; asymptotic multiuser efficiency; conventional MMSE receiver; delay estimation errors; direct-sequence code-division multiple-access; dynamic channel statistics; error probability; mean squared error; minimum-mean squared-error; mismatched delay channels; performance; performance analysis; probability distribution; single-user receivers; time delays; time-varying channel; Delay effects; Delay estimation; Demodulation; Multiaccess communication; Parameter estimation; Performance analysis; Probability distribution; Statistics; Timing; Uncertainty;
Journal_Title :
Communications, IEEE Transactions on