Phase-only LMS and perturbation adaptive algorithms

• Published in: IEEE transactions on aerospace and electronic systems Vol. 34; no. 1; pp. 169 - 178
• Main Author: Davis, R.M.
• Format: Journal Article
• Language: English
• Published: IEEE 01.01.1998
• Subjects: Adaptive algorithm; Adaptive arrays; Circuit simulation; Costs; Interference; Least squares approximation; Perturbation methods; Phased arrays; Power generation; Voltage
• ISSN: 0018-9251
• DOI: 10.1109/7.640274

The author defines a phase-only gradient-based adaptive algorithm analogous to the least mean square (LMS) algorithm. Two phase-only perturbation algorithms are then defined. It is shown that the gradient for the perturbation algorithms can be obtained by cross-correlating binary perturbation sequences, that are applied to the adaptive phases, with the resulting instantaneous output power or voltage. It is also shown that a single set of phase-only adaptive weights can be used to simultaneously null interference in multiple output beams. Simulation results are presented for all of the new algorithms. The phase-only perturbation techniques eliminate the need for element level receivers and support low cost retrofitting of adaptive nulling on phased arrays by using conventional beamsteering circuits to apply the adaptive weights.