Title :
Maximum likelihood separation of constant modulus signals
Author_Institution :
Dept. of Electr. Eng., Delft Univ. of Technol., Netherlands
fDate :
10/1/2000 12:00:00 AM
Abstract :
In this correspondence, we derive a Newton scoring algorithm for the maximum likelihood separation and direction-of-arrival (DOA) estimation of constant modulus (CM) signals using a sensor array. We present a rapidly converging scheme for the joint estimation of the signals and their directions based on their CM property. We discuss initialization and show that the complexity is moderate
Keywords :
Newton method; array signal processing; computational complexity; convergence of numerical methods; direction-of-arrival estimation; maximum likelihood estimation; DOA estimation; Newton scoring algorithm; complexity; constant modulus signals; direction-of-arrival estimation; fast convergence; maximum likelihood separation; sensor array; signal separation; source separation; Direction of arrival estimation; Directive antennas; Iterative algorithms; Maximum likelihood estimation; Radar antennas; Radar signal processing; Sensor arrays; Signal processing; Signal processing algorithms; Source separation;
Journal_Title :
Signal Processing, IEEE Transactions on
