Title :
Blind parameter estimation on array antenna CDMA communication system
Author :
Wenjiang, Feng ; Ping, Yu ; ShiZhong, Yang
Author_Institution :
Chongqing Univ., China
Abstract :
The accurate estimation of the transmission parameters and the direction of arrival (DOA) are the keys in the array antenna code-division multiple access (CDMA) system. This paper introduces the artificial neural network to estimate DOA and adopts a blind estimation algorithm based on the cyclostationarity features of the received signal to compute the random time-delay. The pilot sequence is unnecessary for the blind parameter estimation algorithm, so the transmission efficiency can be improved. Moreover, the performance of proposed algorithm is simulated by using of beamforming.
Keywords :
adaptive antenna arrays; array signal processing; blind source separation; code division multiple access; direction-of-arrival estimation; mobile antennas; mobile communication; parameter estimation; CDMA communication system; array antenna; artificial neural network; beamforming; blind parameter estimation; cyclostationarity features; direction of arrival; pilot sequence; random time-delay; transmission efficiency; transmission parameters; Antenna arrays; Artificial neural networks; Computational modeling; Computer networks; Direction of arrival estimation; Directive antennas; Multiaccess communication; Parameter estimation; Partial transmit sequences; Transmitting antennas;
Conference_Titel :
Microwave and Millimeter Wave Technology, 2002. Proceedings. ICMMT 2002. 2002 3rd International Conference on
Print_ISBN :
0-7803-7486-X
DOI :
10.1109/ICMMT.2002.1187792