Title :
A novel calibration algorithm with auxiliary signal source for sensor array errors
Author :
Kaiqiang Ren ; Bing Deng
Author_Institution :
Nat. Key Lab. on Blind Signal Process., Southwest Inst. of Electron. & Telecommun., Chengdu, China
Abstract :
The presence of sensor array errors due to mutual coupling and channel mismatch among array sensors severely degrades the performance of direction-of-arrival (DOA) estimation algorithms. This paper proposes a novel sensor array errors calibration algorithm based on iterative least squares with projection (ILSP) algorithm, which suits for arbitrary array and only needs one auxiliary signal source. This algorithm firstly estimates the true steering vector by using ILSP, then estimates the sensor array errors by solving the equation between the nominal steering vector and the true steering vector. Comparative computer simulation results are presented to illustrate that the proposed algorithm still has lower computational complexity and higher calibration accuracy on the condition of less snapshots and minor DOA intervals of different sampling time.
Keywords :
calibration; direction-of-arrival estimation; error analysis; iterative methods; least squares approximations; sensor arrays; DOA estimation algorithm; ILSP algorithm; arbitrary array; auxiliary signal source; calibration algorithm; channel mismatch; computational complexity; direction-of-arrival estimation algorithm; iterative least square with projection algorithm; mutual coupling; nominal steering vector; sensor array error estimation; true steering vector; Arrays; Calibration; Direction-of-arrival estimation; Mutual coupling; Signal processing algorithms; Signal to noise ratio; Vectors; Arbitrary array; Array errors calibration; ILSP;
Conference_Titel :
Image and Signal Processing (CISP), 2014 7th International Congress on
Conference_Location :
Dalian
DOI :
10.1109/CISP.2014.7003915