Title :
RBF multiuser detector with channel estimation capability in a synchronous MC-CDMA system
Author :
Ko, Kyunbyoung ; Choi, Sooyong ; Kang, Changeon ; Hong, Daesik
Author_Institution :
Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
fDate :
11/1/2001 12:00:00 AM
Abstract :
The authors propose a multiuser detector with channel estimation capability using a radial basis function (RBF) network in a synchronous multicarrier-code division multiple access (MC-CDMA) system. The authors propose to connect an RBF network to the frequency domain to effectively utilize the frequency diversity. Simulations were performed over frequency-selective and multi-path fading channels. These simulations confirmed that the proposed receiver can be used both for the channel estimation and as a multi-user receiver, thus permitting an increase in the number of active users
Keywords :
code division multiple access; fading channels; multiuser channels; radial basis function networks; signal detection; telecommunication computing; MC-CDMA System; multicarrier-code division multiple access; multipath fading channels; multiuser detector; radial basis function network; Channel estimation; Detectors; Diversity reception; Fading; Frequency diversity; Multiaccess communication; Multicarrier code division multiple access; Multiple access interference; Multiuser detection; Radial basis function networks;
Journal_Title :
Neural Networks, IEEE Transactions on