Title :
A Direction Finding Algorithm for Noncircular Signals Based on Higher-Order Cumulants
Author :
Liu, Jian ; Huang, ZhiTao ; Zhou, Yiyu
Author_Institution :
Sch. of Electron. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha
Abstract :
Noncircular signals (e.g. BPSK signals) are widely used in communication systems. The NC-2q-MUSIC algorithm proposed in this paper is an extension of the 2q-MUSIC algorithm to noncircular applications. The performance of NC- 2q-MUSIC algorithm for noncircular signals is better than 2q- MUSIC algorithm due to the utilization of noncircular information of signals. The resolution and robustness to modeling errors of NC-2q- MUSIC algorithm become better with the increase of the value of q. The computational complexity of the NC-2q- MUSIC algorithm is analyzed in this paper and the NC- 2q- MUSIC algorithm for uniform linear array (ULA) called NC- 2q-MUSIC/ULA which needs much less computation is also proposed. Simulation results show the better performance of NC- 2q-MUSIC algorithm than 2q-MUSIC and validate other conclusions about NC-2q-MUSIC.
Keywords :
array signal processing; radio direction-finding; MUSIC algorithm; computational complexity; direction finding algorithm; higher-order cumulants; noncircular signals; uniform linear array; Algorithm design and analysis; Apertures; Binary phase shift keying; Computational complexity; Multiple signal classification; Robustness; Sensor arrays; Signal processing; Signal processing algorithms; Signal resolution;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1311-9
DOI :
10.1109/WICOM.2007.267