DocumentCode
1521830
Title
Optimum phase-only adaptive nulling
Author
Smith, Steven T.
Author_Institution
Lincoln Lab., MIT, Lexington, MA, USA
Volume
47
Issue
7
fYear
1999
fDate
7/1/1999 12:00:00 AM
Firstpage
1835
Lastpage
1843
Abstract
Optimum weighting of adaptive antenna arrays is accomplished by computing the weight vector that maximizes the signal-to-interference-plus-noise ratio (SINR). The optimal weight vector is in general complex with each weight having different magnitudes and phases. However, the design of some antenna arrays facilitates phase-only weighting or phase-only adjustments, whereupon it is desirable to compute the constrained optimal weight vector whose components have fixed magnitudes but variable phases. This constrained optimization problem may be posed as the problem of maximizing the SINR on the space of phase-only vectors. This paper addresses the problem of computing optimal phase-only adaptive weight vectors by exploiting several properties of phasor and matrix algebra. Two new algorithms (the phase-only conjugate gradient and phase-only Newton´s method) are introduced. The convergence properties. SINR performance, sidelobe level performance, and nulling performance of these algorithms are demonstrated using simulations and experimental data
Keywords
Newton method; adaptive antenna arrays; adaptive signal processing; array signal processing; conjugate gradient methods; convergence of numerical methods; interference suppression; matrix algebra; noise; optimisation; SINR; SINR performance; adaptive antenna arrays; adaptive weight vectors; constrained optimal weight vector; constrained optimization problem; convergence properties; experimental data; magnitudes; matrix algebra; nulling performance; optimum phase-only adaptive nulling; optimum weighting; phase-only Newton´s method; phase-only adjustments; phase-only conjugate gradient; phase-only vectors; phase-only weighting; phasor algebra; sidelobe level performance; signal-to-interference-plus-noise ratio; simulations; Adaptive arrays; Antenna accessories; Antenna arrays; Computational modeling; Constraint optimization; Convergence; Matrices; Newton method; Phased arrays; Signal to noise ratio;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/78.771033
Filename
771033
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