Title :
Adaptive RAKE-blind source recovery algorithms for 3GPP UMTS/WCDMA downlink receivers
Author :
Waheed, Khurram ; Desai, Keyur ; Salem, Fathi M.
Author_Institution :
Circuits, Syst. & Neural Networks Lab., Michigan State Univ., East Lansing, MI, USA
Abstract :
Wideband code division multiple access (WCDMA) is the dominant air interface for the Universal Mobile Telephone Services (UMTS) frequency domain duplex (FDD) mode and for future IMTS wireless networks. The transmitted CDMA signals from based station (BS) propagate through noisy multipath fading communication channels before arriving at the receiver of the mobile station (MS). In contrast to classical single-user detection (SUD) algorithms, which do not provide the requisite performance for modern high data rate applications, optimal multi-user detection (MUD) approaches require a lot of a-priori information not available to the user equipment (UE). We propose two adaptive approaches namely Rake-blind source recovery (RAKE-BSR) and RAKE-principal component analysis (RAKE-PCA) that fuse an info-theoretic stage into a standard RAKE receiver. This results in robust detection algorithms with performance exceeding the standard LMMSE detectors for WCDMA systems under conditions of congestion, imprecise channel estimation and unmodeled multiple access interference (MAI).
Keywords :
3G mobile communication; blind source separation; broadband networks; cellular radio; channel estimation; code division multiple access; fading channels; mean square error methods; multiuser detection; radio receivers; 3GPP UMTS/WCDMA downlink receivers; IMTS wireless networks; International Mobile Telecommunication Standard; LMMSE detectors; RAKE receiver; RAKE-blind source recovery algorithms; RAKE-principal component analysis; Universal Mobile Telephone Services; air interface; based station; channel estimation; frequency domain duplex mode; linear minimum mean squared error; mobile station; multiple access interference; noisy multipath fading communication channels; optimal multiuser detection; robust detection algorithms; single-user detection algorithms; user equipment; wideband code division multiple access; 3G mobile communication; Downlink; Fading; Frequency domain analysis; Multiaccess communication; Multiple access interference; Multiuser detection; RAKE receivers; Telephony; Wideband;
Conference_Titel :
Robotics, Intelligent Systems and Signal Processing, 2003. Proceedings. 2003 IEEE International Conference on
Print_ISBN :
0-7803-7925-X
DOI :
10.1109/RISSP.2003.1285648