Title :
Modified adaptive LMMSE receiver for DS-CDMA systems in fading channels
Author :
Latva-aho, Matti ; Juntti, Markku
Author_Institution :
Centre for Wireless Commun., Oulu Univ., Finland
Abstract :
Linear minimum mean squared error (LMMSE) criterion can be used to obtain near-far resistant receivers in direct-sequence code-division multiple-access (DS-CDMA) systems. The standard version of the LMMSE detector depends on the channel coefficients of all users and cannot be used in frequency-selective fading channels due to fast changes of channel phases which demands for continuous detector updating. In this paper, a modified criterion for deriving LMMSE receivers in fading channels is used, which effectively converts the pathological Rayleigh fading channel to an equivalent fixed AWGN channel from the detector point of view. Thus, the detector is independent from the user´s complex channel coefficients. Adaptive versions of the modified LMMSE receiver require estimation of channel delays and complex coefficients. An adaptive least mean squares (LMS) algorithm for DS-CDMA downlink receivers utilizing a pilot channel for channel estimation is presented as an example of a practical implementation of the scheme. The numerical results show that the modified criterion can be applied in downlink receivers in fading channels and the adaptive version converges close to the optimal LMMSE solution
Keywords :
Gaussian channels; Rayleigh channels; code division multiple access; delays; estimation theory; fading; least mean squares methods; radio receivers; spread spectrum communication; DS-CDMA systems; Rayleigh fading channel; adaptive least mean squares; channel coefficients; channel delays; channel estimation; channel phase; detector updating; direct-sequence code-division multiple-access; downlink receivers; equivalent fixed AWGN channel; fading channels; linear minimum mean squared error criterion; modified adaptive LMMSE receiver; near-far resistant receivers; pilot channel; AWGN channels; Channel estimation; Delay estimation; Downlink; Frequency-selective fading channels; Least squares approximation; Multiaccess communication; Pathology; Phase detection; Phase frequency detector;
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 1997. Waves of the Year 2000. PIMRC '97., The 8th IEEE International Symposium on
Conference_Location :
Helsinki
Print_ISBN :
0-7803-3871-5
DOI :
10.1109/PIMRC.1997.631077