Title :
Adaptive blind interference cancellation in CDMA systems
Author :
Tsatsanis, Michail K. ; Xu, Zhengyuan
Author_Institution :
Dept. of Electr. & Comput. Eng., Stevens Inst. of Technol., Hoboken, NJ, USA
Abstract :
Multiuser CDMA communication systems experience multiple access interference as well as multipath distortions and require some interference cancellation scheme at the receiver. While blind multiuser receivers have received considerable attention, adaptive versions are often limited to the no multipath case. In this paper, the receiver´s output variance is minimized subject to appropriate constraints which take into account the multipath channel of the user of interest. The constraint parameters are also jointly optimized resulting in a min/max problem. Adaptive solutions are proposed based on gradient descent and recursive least squares procedures. It is shown that the proposed method enjoys global convergence and its performance is close to the trained MMSE receiver
Keywords :
adaptive signal processing; code division multiple access; convergence of numerical methods; gradient methods; interference suppression; least squares approximations; minimax techniques; multipath channels; multiuser channels; radio receivers; radiofrequency interference; AWGN; BPSK; DS-CDMA; adaptive blind interference cancellation; blind multiuser receivers; constraint parameters; global convergence; gradient descent; min/max problem; multipath channel; multipath distortions; multiple access interference; multiuser CDMA communication systems; receiver output variance minimisation; recursive least squares; trained MMSE receiver; Array signal processing; Constraint optimization; Convergence; Interference cancellation; Interference constraints; Interference suppression; Least squares methods; Multiaccess communication; Multipath channels; Multiple access interference;
Conference_Titel :
Global Telecommunications Conference, 1999. GLOBECOM '99
Conference_Location :
Rio de Janeireo
Print_ISBN :
0-7803-5796-5
DOI :
10.1109/GLOCOM.1999.831687