Title :
Blind 2-D RAKE receivers based on space-time adaptive MVDR processing for IS-95 CDMA system
Author :
Zoltowski, Michael D. ; Chen, Yung-Fang ; Ramos, Javier
Author_Institution :
Sch. of Electr. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
We previously presented a blind 2D RAKE receiver for CDMA that cancels strong multi-user access interference and optimally combines the desired user´s multipath. After passing the output of each antenna through a matched filter based on the spreading waveform of the desired user, one estimates the signal plus interference space-frequency (space-time) correlation matrix during that portion of the bit interval where the fingers of the RAKE occur, and the interference alone space-frequency (space-time) correlation matrix during that portion of the bit interval away from the fingers. The vector of space-frequency (space-time) weights yielding the optimum signal to interference plus noise ratio for bit decisions is the “largest” generalized eigenvector of the resulting matrix pencil. A reduced complexity scheme was also previously presented based on a data adaptive transformation to a beamspace of dimension equal to the effective number of spatial degrees of freedom taken up by the desired user´s multipath. A decision directed adaptation of this scheme for a commercial cellular CDMA system based on the IS-95 standard is presented herein. Only the uplink from mobile to base is considered
Keywords :
adaptive signal processing; cellular radio; code division multiple access; correlation methods; eigenvalues and eigenfunctions; interference suppression; land mobile radio; matched filters; multipath channels; radio receivers; radiofrequency interference; spread spectrum communication; telecommunication standards; IS-95 standard; blind 2D RAKE receivers; cellular CDMA system; correlation matrix; data adaptive transformation; decision directed adaptation; desired user´s multipath; eigenvector; matched filter; matrix pencil; minimum variance distortionless response; optimum signal to interference plus noise ratio; reduced complexity scheme; space-frequency weights vector; space-time adaptive MVDR processing; spreading waveform; strong multi-user access interference cancellation; uplink; Antenna arrays; Baseband; Convolution; Convolutional codes; Delay; Fading; Frequency; Multiaccess communication; Multipath channels; Transmitters;
Conference_Titel :
Military Communications Conference, 1996. MILCOM '96, Conference Proceedings, IEEE
Conference_Location :
McLean, VA
Print_ISBN :
0-7803-3682-8
DOI :
10.1109/MILCOM.1996.569421