DocumentCode :
3522487
Title :
An F-statistic frequency domain based approach to the optimum design of RAKE receiver structures for CDMA systems
Author :
El-Sallam, Amar A Abd ; Leung, Yee Hong ; Zoubir, Abdelhak M.
Author_Institution :
Commun. & Signal Process. Group, Curtin Univ. of Technol., Perth, WA, Australia
fYear :
2003
fDate :
14-17 Dec. 2003
Firstpage :
367
Lastpage :
370
Abstract :
This work presents a frequency domain F-statistics based approach to reduce the complexity of RAKE receivers for multi-user CDMA systems. A multi-path frequency selective slowly fading channel is considered. In this approach the channel model is assumed as (A. A. Abd El-Sallam and A. M. Zoubir, Sep. 2003) to be an unknown length FIR filter with taps located at integer values of the chip duration. Using the average periodogram and modified delay estimation techniques, the model parameters are estimated. Based on these estimates and under a certain level of significance, an F-statistic based approach is then applied to identify the true non-zero or significant parameters of the model. Simulation using these identified parameters with the RAKE receiver shows that the system performance is improved over other classical methods.
Keywords :
FIR filters; code division multiple access; computational complexity; delay estimation; fading channels; frequency-domain analysis; multipath channels; radio receivers; statistical analysis; F-statistic frequency domain; FIR filter; RAKE receiver structures; code division multiple access; delay estimation techniques; multipath frequency selective slowly fading channel; multiuser CDMA systems; 3G mobile communication; Baseband; Fading; Finite impulse response filter; Frequency domain analysis; Maximum likelihood estimation; Multiaccess communication; Multipath channels; Signal processing; Training data;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Information Technology, 2003. ISSPIT 2003. Proceedings of the 3rd IEEE International Symposium on
Print_ISBN :
0-7803-8292-7
Type :
conf
DOI :
10.1109/ISSPIT.2003.1341134
Filename :
1341134
Link To Document :
بازگشت