Title :
Blind adaptive self-synchronizing real-time architecture of multistage MMSE array receivers for asynchronous CDMA
Author :
Hu, Chia-Chang ; Chang, Sheng-Fuh
Author_Institution :
Dept. of Electr. Eng.-Syst., Nat. Chung Cheng Univ., Ming-Hsiung, Taiwan
Abstract :
An iterative blind self-synchronizing MMSE receiver with a J-element antenna array for asynchronous DS-CDMA signals is developed in this paper. The primary requirement is knowledge of the desired user´s signature sequence. A computationally efficient IIR-filter version of the proposed receiver is developed that utilizes a correlation-subtraction architecture based on the multistage reduced-rank Wiener filter introduced by Goldstein and Reed. This technique eliminates the tasks of an explicit estimation of the covariance matrix and its inversion. Moreover, this multistage scheme achieves a rapid adaptive convergence and improves the tracking ability at a relatively small amount of observed data. These features contribute significantly to the reduction of the computational cost and make possible practical realization.
Keywords :
IIR filters; Wiener filters; antenna arrays; array signal processing; code division multiple access; convergence of numerical methods; correlation methods; iterative methods; least mean squares methods; radio receivers; receiving antennas; spread spectrum communication; synchronisation; tracking filters; IIR-filter; J-element antenna array; adaptive convergence; asynchronous DS-CDMA signals; correlation-subtraction architecture; iterative blind MMSE receiver; multistage reduced-rank Wiener filter; real-time architecture; self-synchronizing MMSE receiver; tracking ability; user signature sequence; AWGN; Adaptive arrays; Convergence; Covariance matrix; Finite impulse response filter; Land mobile radio; Multiaccess communication; Receivers; Receiving antennas; Wiener filter;
Conference_Titel :
Signal Processing Advances in Wireless Communications, 2003. SPAWC 2003. 4th IEEE Workshop on
Print_ISBN :
0-7803-7858-X
DOI :
10.1109/SPAWC.2003.1319040