Direction of arrival estimation for multiple source signals using independent component analysis

This paper presents a new method for estimating the direc-tions of source signals. We assume a situation in which multiple source signals are mixed in a reverberant condi-tion and observed at several sensors. The new method is based on independent component analysis, which separates mixed signals into original source signals. It can be ap-plied where the number of sources is equal to the number of sensors, whereas the conventional methods based on sub-space analysis, such as the MUSIC algorithm, are applica-ble where there are fewer sources than sensors. Even in cases where the MUSIC algorithm can be applied, the new method is better at estimating the directions of sources if they are closely placed. 1