Title :
Blind source separation based on combined direction finding and constant modulus properties
Author :
Van der Veen, Alle-Jan
Author_Institution :
Dept. of Electr. Eng., Delft Univ. of Technol., Netherlands
Abstract :
In the blind separation of instantaneous mixtures of multiple cochannel signals using an antenna array, two types of techniques have been used: that based on properties of the array manifold, or based on properties of the signals. A well-studied example of the first type is the ESPRIT algorithm, which exploits the parametric structure of the array manifold. A representative of the second type is ACMA, which gives algebraic expressions for the separation of sources based on their constant modulus property, valid for phase-modulated sources. We show that the two properties can be combined into a single algorithm
Keywords :
antenna arrays; array signal processing; cochannel interference; direction-of-arrival estimation; phase modulation; ACMA; ESPRIT algorithm; algebraic expressions; antenna array; array manifold; blind source separation; constant modulus properties; direction finding; instantaneous mixtures; multiple cochannel signals; parametric structure; phase-modulated sources; Antenna arrays; Antenna measurements; Antennas and propagation; Array signal processing; Baseband; Blind source separation; Calibration; Narrowband; Phase modulation; Sensor arrays;
Conference_Titel :
Statistical Signal and Array Processing, 1998. Proceedings., Ninth IEEE SP Workshop on
Conference_Location :
Portland, OR
Print_ISBN :
0-7803-5010-3
DOI :
10.1109/SSAP.1998.739414