Title :
Narrowband interference suppression in CDMA using random walk tracking algorithm
Author :
Saberali, S. Mohammad ; Amindavar, Hamidreza
Author_Institution :
Dept. of Electr. Eng., Amirkabir Univ. of Technol., Tehran, Iran
Abstract :
It has been shown that the narrowband interference suppression capability of a direct sequence spread spectrum system can be enhanced considerably by processing the received signal via a prediction error filter prior to correlating it with the pseudo noise (PN) sequence. In this paper we present a new method to suppress narrowband interference in direct sequence code division multiple access (DS-CDMA) systems. The proposed scheme is a nonlinear predictor that consists of a quantizer and random walk tracking algorithm. This algorithm is used for tracking a random walk in white Gaussian noise. This algorithm has two important features. First, this algorithm does not require the estimation of the interference statistics. Second, it does not require training sequences. Computer simulation results show that the proposed approach has better performance than conventional linear filtering.
Keywords :
AWGN; code division multiple access; error statistics; interference suppression; pseudonoise codes; radiofrequency interference; spread spectrum communication; direct sequence code division multiple access systems; interference statistics; narrowband interference suppression; prediction error filter; pseudo noise sequence; random walk tracking algorithm; white Gaussian noise; Computer simulation; Direct-sequence code-division multiple access; Gaussian noise; Interference suppression; Multiaccess communication; Narrowband; Nonlinear filters; Signal processing; Spread spectrum communication; Statistics;
Conference_Titel :
Information, Communications and Signal Processing, 2003 and Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint Conference of the Fourth International Conference on
Print_ISBN :
0-7803-8185-8
DOI :
10.1109/ICICS.2003.1292709