Title :
Log-likelihood ratio based successive interference cancellation in CDMA systems
Author :
Kim, Sang Wu ; Hong, Young-Jun
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
Abstract :
We propose a new successive interference cancellation (SIC) scheme that cancels the interference in order of the magnitude of log-likelihood ratio (LLR) in CDMA systems. The motivation is that the reliability of a decision increases with increasing magnitude of LLR. As a result, the error propagation associated with a wrong direction and the resulting error probability for the remaining users can be minimized. We show that the magnitude of LLR depends on the signal strength as well as the instantaneous multi-user interference (MUI), and the proposed LLR-based SIC scheme, taking both the signal strength and the instantaneous interference into account, significantly outperforms the conventional signal strength-based SIC scheme. We also examine the effect of channel estimation error for various SIC schemes.
Keywords :
channel estimation; code division multiple access; error statistics; interference suppression; multiuser channels; probability; radiofrequency interference; telecommunication network reliability; BER; CDMA systems; bit error rate; channel estimation; code division multiple access; error probability; log-likelihood ratio; multiuser interference; reliability; signal strength; successive interference cancellation scheme; AWGN; Binary phase shift keying; Channel estimation; Computational complexity; Correlators; Error probability; Interference cancellation; Multiaccess communication; Multiuser detection; Silicon carbide;
Conference_Titel :
Vehicular Technology Conference, 2003. VTC 2003-Spring. The 57th IEEE Semiannual
Print_ISBN :
0-7803-7757-5
DOI :
10.1109/VETECS.2003.1208818