Title :
Performance analysis of a class of cyclic weighted subspace fitting method of direction estimation for cyclostationary signals
Author :
Hongyi, Yu ; Zheng, Bao
Author_Institution :
Key Lab. for Radar Signal Process., Xidian Univ., Xi´´an, China
fDate :
31 May-3 Jun 1998
Abstract :
Based on the asymptotic statistic characteristics of cyclic correlation matrices, an analysis of the performance of a class of cyclic weighted subspace fitting of directions estimation for cyclostationary signals is made. The analytic expressions of asymptotic estimation variance are derived, from which many interesting conclusions are drawn, e.g., estimation variance´s relationship with the arrival angles of interference - the closer to the signal arrival angle, the smaller the estimation variance; and its relationship with cyclic correlation strength - the stronger, the better the estimation. Finally, the agreement of the results expected by the theory with those of computer simulation is shown
Keywords :
correlation methods; direction-of-arrival estimation; interference (signal); matrix algebra; DOA estimation; array signal processing; arrival angles; asymptotic estimation variance; asymptotic statistic characteristics; cyclic correlation matrices; cyclic correlation strength; cyclic weighted subspace fitting method; cyclostationary signals; direction estimation; interference; performance analysis; Analysis of variance; Direction of arrival estimation; Frequency estimation; Interference; Performance analysis; Radar signal processing; Senior members; Sensor arrays; Signal analysis; Signal processing;
Conference_Titel :
Circuits and Systems, 1998. ISCAS '98. Proceedings of the 1998 IEEE International Symposium on
Conference_Location :
Monterey, CA
Print_ISBN :
0-7803-4455-3
DOI :
10.1109/ISCAS.1998.694400