Title :
Computationally efficient direction finding using uniform linear arrays
Author :
Liu, Zhang-Meng ; Huang, Z.-T. ; Zhou, Y.-Y.
Author_Institution :
Electron. Sci. & Eng., Nat. Univ. of Defence Technol. of China, Changsha, China
fDate :
1/1/2012 12:00:00 AM
Abstract :
Large sensor arrays are widely used in various applications, such as radar, sonar and so on, to gain predominance in detection range and spatial resolution capability, but the tremendous sensor number casts a significant computational load on the subsequent target location if the super-resolution subspace-based methods are exploited. This study presents a computationally efficient direction-of-arrival (DOA) estimation method for independent stochastic signals using large uniform linear arrays (ULAs). Only simple numerical calculations are included in the proposed method, so it is computationally much more efficient than previous subspace-based methods. The signal power estimates are also available from the proposed method just by solving another over-determined linear equation set. Numerical simulations are carried out to show that the proposed method obtains DOA and signal power estimates in high precision, and it owns robustness against non-uniform and correlated noise.
Keywords :
direction-of-arrival estimation; radio direction-finding; target tracking; DOA estimation; computational load; computationally efficient direction finding; detection range; direction-of-arrival estimation; linear equation set; signal power estimates; spatial resolution; stochastic signal; super-resolution subspace-based method; target location; uniform linear array;
Journal_Title :
Radar, Sonar & Navigation, IET
DOI :
10.1049/iet-rsn.2010.0254