Title :
Robust adaptive array beamforming for cyclostationary signals under cycle frequency error
Author :
Lee, Ju-Hong ; Lee, Yung-Ting
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
2/1/1999 12:00:00 AM
Abstract :
This paper deals with the problem of robust adaptive array beamforming for cyclostationary signals. By exploiting the signal cyclostationarity, the SCORE algorithms presented by Agee, Schell and Gardner (1990) have been shown to be effective in performing adaptive beamforming without requiring the direction vector of the desired signal. However, these algorithms suffer from severe performance degradation even if there is a small mismatch in the cycle frequency of the desired signal. In this paper, we first evaluate the performance of the SCORE algorithms in the presence of cycle frequency error (CFE). An analytical formula is derived to show the behavior of the performance degradation due to CFE. Based on the theoretical result, we then develop an efficient method in conjunction with the SCORE algorithms to achieve robust adaptive beamforming against the CFE. Several simulation examples for confirming the theoretical analysis and showing the effectiveness of the proposed method are also presented
Keywords :
adaptive antenna arrays; array signal processing; direction-of-arrival estimation; error analysis; linear antenna arrays; DOA estimation; SCORE algorithms; analytical formula; antenna arrays; blind adaptive beamforming; cycle frequency error; cyclostationary signals; performance degradation; robust adaptive array beamforming; simulation; uniform linear array; Adaptive arrays; Array signal processing; Degradation; Direction of arrival estimation; Frequency; Performance analysis; Robustness; Signal processing; Signal restoration; Signal to noise ratio;
Journal_Title :
Antennas and Propagation, IEEE Transactions on