Title :
Multirate adaptive filtering for DS/CDMA code acquisition
Author :
Yang, Hua-Lung ; Wu, Wen-Rong
Author_Institution :
Dept. of Commun. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
Code acquisition in DS/CDMA systems is usually conducted using a correlator. However, in a multiuser access interference (MAl) environment, its performance is seriously degraded. The adaptive filtering scheme has been proposed to overcome this problem. Although this approach is effective, it requires high computational complexity. This paper proposes a multirate adaptive filtering scheme to alleviate this problem. The proposed scheme uses two adaptive filters operated in different rates. Due to downsampling operations, the computational complexity of the adaptive filters can be effectively reduced. We also theoretically analyze the mean acquisition time and the acquisition error probability. Simulations show that while the proposed scheme can have better performance, its computational complexity is only half of the conventional adaptive filtering method.
Keywords :
adaptive filters; code division multiple access; computational complexity; error statistics; filtering theory; radiofrequency interference; signal sampling; spread spectrum communication; DS-CDMA code acquisition; acquisition error probability; code division multiple access; computational complexity; downsampling operations; multirate adaptive filtering scheme; multiuser access interference; AWGN; Adaptive filters; Additive white noise; Computational complexity; Correlators; Degradation; Gaussian noise; Multiaccess communication; Multiple access interference; Signal generators;
Conference_Titel :
Signal Processing and Information Technology, 2003. ISSPIT 2003. Proceedings of the 3rd IEEE International Symposium on
Print_ISBN :
0-7803-8292-7
DOI :
10.1109/ISSPIT.2003.1341133