Title :
A sensitivity analysis of the MUSIC algorithm
Author :
Friedlander, Benjamin
Author_Institution :
Signal Process. Technol. Ltd., Palo Alto, CA, USA
fDate :
10/1/1990 12:00:00 AM
Abstract :
A first-order analysis of the sensitivity of the MUSIC algorithm to system errors which cause differences between the array manifold used by MUSIC and the true array manifold is presented. The effect of such errors on the direction-of-arrival estimates is investigated. The ability of the MUSIC algorithm to resolve two closely spaced sources in the presence of phase and gain errors in the array elements or the receivers, or errors in the element locations, is analyzed. A formula for computing the failure threshold of MUSIC as a function of source separation and other system parameters is derived and tested by simulation. The analysis assumes that the exact covariance matrix of array element outputs is known (the infinite data case)
Keywords :
error analysis; sensitivity analysis; signal processing; MUSIC algorithm; array element outputs; array manifold; direction-of-arrival estimates; exact covariance matrix; failure threshold; first-order analysis; sensitivity analysis; signal processing; source separation; system errors; Antenna arrays; Array signal processing; Calibration; Covariance matrix; Multiple signal classification; Phased arrays; Sensitivity analysis; Sensor arrays; Sensor systems; Thermal sensors;
Journal_Title :
Acoustics, Speech and Signal Processing, IEEE Transactions on