Title :
Projection-based multiuser receiver over frequency selective channels
Author :
Xu, Zhengyuan Daniel
Author_Institution :
Dept. of Electr. Eng., California Univ., Riverside, CA, USA
Abstract :
In multiuser communication, the receiver´s performance is degraded by multiuser interference (MUI) as well as multipath distortions. This paper aims at elimination of these side effects. By projecting the received data onto the orthogonal code space of interfering users, equivalent single user and MUI free data vectors are obtained. Since the projection matrix consists of orthonormal bases, the whiteness of original additive Gaussian noise is still preserved after projection operation. Therefore various detection techniques, e.g., constant modulus algorithm (CMA), subspace, iterative least squares with projection (ILSP), etc. can be successfully applied to estimate transmitted symbols and the multipath channel of the desired user but with reduced complexity and asymptotically optimal performance. The proposed receiver is simulated by ILSP method and its performance compared with the RAKE receiver and the decorrelating receiver. Much lower bit error probability is achieved for a wide range of signal to noise ratios
Keywords :
AWGN; code division multiple access; error statistics; interference suppression; iterative methods; least squares approximations; multipath channels; multiuser channels; radio receivers; radiofrequency interference; signal detection; singular value decomposition; spread spectrum communication; CMA; DS-CDMA; ILSP method; MUI free data vectors; RAKE receiver; SVD; additive white Gaussian noise; bit error probability; constant modulus algorithm; decorrelating receiver; frequency selective channels; interfering users; iterative least squares with projection; multipath channel; multipath distortion; multiuser communication; multiuser detection; multiuser interference; orthogonal code space; orthonormal bases; performance; projection matrix; projection operation; projection-based multiuser receiver; received data projection; receiver performance; signal to noise ratio; subspace; transmitted symbols estimation; Additive noise; Degradation; Fading; Frequency; Gaussian noise; Interference; Iterative algorithms; Least squares approximation; Multipath channels; RAKE receivers;
Conference_Titel :
Information Technology: Coding and Computing, 2000. Proceedings. International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
0-7695-0540-6
DOI :
10.1109/ITCC.2000.844189