Title :
Optimal linear-quadratic statistical processing for interference cancellation in CDMA systems
Author :
Shikh-Bahaei, M.R. ; Aghvami, A.H.
Author_Institution :
Centre for Telecommun. Res., King´´s Coll., London, UK
Abstract :
In this paper the application of a linear-quadratic processor is proposed for detection of each user´s signal in a direct sequence code division multiple access system. In this method, some statistical knowledge of interfering transmitters´ signals is used to detect the desired user´s signal without needing exact “a priori” knowledge of the interfering signal parameters such as spreading sequences and signal powers. Parameters of the proposed processor can be obtained by solving a system of linear equations for which many effective techniques exist. A model for this detection procedure is developed and it is shown that a good compromise between complexity and quality of performance can be achieved. Finally, the problem of interference cancellation is also treated from an estimation point-of-view in which a different linear-quadratic processor is used to estimate the interference for further cancellation. Estimated error and probability of error are derived as measures of estimation performance
Keywords :
code division multiple access; error statistics; interference suppression; parameter estimation; radiofrequency interference; signal detection; signal processing; spread spectrum communication; CDMA systems; complexity; direct sequence code division multiple access; estimated error; estimated error probability; estimation performance; interference cancellation; interfering transmitters signals; linear equations; linear-quadratic processor; optimal linear-quadratic statistical processing; signal detection; Detectors; Direct-sequence code-division multiple access; Educational institutions; Equations; Interference cancellation; Kirchhoff´s Law; Maximum likelihood detection; Multiaccess communication; Multiple access interference; Signal processing;
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 1998. The Ninth IEEE International Symposium on
Conference_Location :
Boston, MA
Print_ISBN :
0-7803-4872-9
DOI :
10.1109/PIMRC.1998.734248