Title :
Adaptive algorithm for the multishot matched filtering multiuser detector in a multipath Rayleigh fading environment
Author :
Van Waes, N.J.M. ; Bar-Ness, Y.
Author_Institution :
Dept. of Electron. & Comput. Eng., New Jersey Inst. of Technol., Newark, NJ, USA
Abstract :
CDMA proves to be an attractive method for multiuser communication due to its potential capacity increase and anti-multipath fading capability. However, its performance is limited by the existence of multiple access interference energy (MAI), which results in the so called near-far problem. To reduce the MAI effect, different decorrelating structures for multiuser detection have been proposed. For the asynchronous case, the “one-shot decorrelator” was proposed, based on inversion of the partial correlation matrix, which may however be singular. As an alternative, the so called “multishot decorrelator”, which does not suffer from the aforementioned singularities, was also suggested. However, both detectors, based on inversion of some matrix, are not robust to errors in users´ relative delays. The application of the adaptive “Bootstrap algorithm” with the one-shot structure proved to easily handle variation in delay estimates and outperform the decorrelating detector. We propose and compare a Bootstrap algorithm suitable for the multishot matched filtering, multiuser detector in a multipath environment, examine its performance, and compare it to that of other detectors. We also propose the extension of the multishot structure to a multistage receiver, by adding an appropriate canceler
Keywords :
Rayleigh channels; adaptive filters; adaptive signal detection; cellular radio; code division multiple access; fading; filtering theory; interference suppression; land mobile radio; matched filters; multipath channels; radio receivers; radiofrequency interference; CDMA; MAI; adaptive Bootstrap algorithm; anti-multipath fading; decorrelating detector; decorrelating structures; delay estimates; digital wireless/cellular communications; interference canceler; matrix inversion; multipath Rayleigh fading environment; multiple access interference energy; multishot matched filtering multiuser detector; multistage receiver; multiuser communication; near-far problem; one-shot decorrelator; Adaptive algorithm; Adaptive filters; Decorrelation; Delay estimation; Detectors; Fading; Filtering; Matched filters; Multiaccess communication; Multiple access interference;
Conference_Titel :
Vehicular Technology Conference, 1998. VTC 98. 48th IEEE
Conference_Location :
Ottawa, Ont.
Print_ISBN :
0-7803-4320-4
DOI :
10.1109/VETEC.1998.686510