Multi-user detector with an ability of channel estimation using an RBF network in an MC-CDMA system

Author

Ko, Kyunbyoung ; Choi, Sooyong ; Hong, Daesik

Author_Institution

Electr. & Comput. Eng., Yonsei Univ., Seoul, South Korea

Volume

5

fYear

2000

fDate

2000

Firstpage

348

Abstract

A multi-user detector with an ability of channel estimation using a radial basis function (RBF) network is proposed in a multicarrier-code division multiple access (MC-CDMA) system. In the proposed scheme, the RBF network is connected to the frequency domain to effectively utilize the frequency diversity. Simulations were performed over the frequency selective and multipath fading channel. From these simulations, the proposed receiver is verified to be used for both the channel estimation and the multi-user receiver that permits more active users

Keywords

carrier sense multiple access; channel allocation; code division multiple access; fading channels; frequency-domain analysis; radial basis function networks; telecommunication computing; MC-CDMA system; channel estimation; frequency domain; multicarrier-code division multiple access; multipath fading channel; multiple-user receiver; radial basis function neural network; Channel estimation; Detectors; Diversity reception; Fading; Frequency diversity; Intelligent networks; Multiaccess communication; Multicarrier code division multiple access; Multiuser detection; Radial basis function networks;

fLanguage

English

Publisher

ieee

Conference_Titel

Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on

Conference_Location

Como

ISSN

1098-7576

Print_ISBN

0-7695-0619-4

Type

conf

DOI

10.1109/IJCNN.2000.861494

Filename

861494