Title :
Adaptive MMSE receiver with beamforming for DS/CDMA systems
Author :
Guo, Zihua ; Letaief, Khaled
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ. of Sci. & Technol., Kowloon, China
fDate :
7/1/2003 12:00:00 AM
Abstract :
The minimum mean-squared error (MMSE) receiver is a linear filter which can suppress multiple access interference (MAI) effectively in direct-sequence code-division multiple-access (CDMA) communications. An antenna array is also an efficient scheme for suppressing MAI and improving the system performance. In this letter, we consider an adaptive MMSE receiver in conjunction with beamforming in CDMA systems employing an antenna array. The proposed structure is featured as a low complexity receiver, which adapts the MMSE filter coefficients and the beamforming weights simultaneously. However, it does require the channel state information and the direction of arrival (DOA) of the desired user signal. As a result, we propose two adaptation methods to perform joint channel estimation and signal detection without any training sequence. It is demonstrated that the two proposed methods achieve similar bit-error-rate performance. More importantly, their performance degradation compared with the case with perfect channel information is small.
Keywords :
adaptive signal detection; array signal processing; channel estimation; code division multiple access; direction-of-arrival estimation; mean square error methods; spread spectrum communication; DS/CDMA systems; adaptation methods; adaptive MMSE receiver; antenna array; beamforming; beamforming weights; bit-error-rate performance; channel state information; direction of arrival; joint channel estimation; linear filter; low complexity receiver; minimum mean-squared error receiver; multiple access interference; signal detection; Adaptive arrays; Antenna arrays; Array signal processing; Channel state information; Direction of arrival estimation; Multiaccess communication; Multiple access interference; Nonlinear filters; Receiving antennas; System performance;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2003.814334