Title :
Comparison of signal estimation using calibrated and uncalibrated arrays
Author :
Weiss, Anthony J. ; Friedlander, Benjamin
Author_Institution :
Tel Aviv Univ., Israel
Abstract :
We consider the problem of separating and estimating the waveform of superimposed signals received by an array of sensors. If the array is well calibrated it is possible to first estimate the directions of arrival (DOA) of the signals and then use this information to separate the signals. When the array is not calibrated, but the array elements have the same unknown gain pattern, up to an unknown multiplicative factor and the phases of the elements are arbitrary and unknown, it is possible to estimate the array steering vectors and then use this information for signal estimation. We compare the quality of the estimated signals in the calibrated case with the quality of the estimated signals in the uncalibrated case, in terms of the output signal-to-interference ratio (SIRO) and output signal-to-noise ratio (SNRO).
Keywords :
calibration; direction-of-arrival estimation; interference (signal); performance evaluation; random noise; array steering vectors; calibrated arrays; directions of arrival; estimated signals; multiplicative factor; output signal-to-interference ratio; signal estimation; signal-to-noise ratio; superimposed signals; uncalibrated arrays; Array signal processing; Data models; Direction of arrival estimation; Electromagnetic spectrum; Electronic warfare; Phase estimation; Phased arrays; Sensor arrays; Signal processing; Signal to noise ratio; Statistics;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on