Constant Modulus Algorithms via Low-Rank Approximation

TitleConstant Modulus Algorithms via Low-Rank Approximation
Publication TypeCBMM Memos
Year of Publication2018
AuthorsAdler, A, Wax, M
Date Published04/2018
KeywordsConstant modulus, convex optimization, trace norm
Abstract

We present a novel convex-optimization-based approach to the solutions of a family of problems involving constant modulus signals. The family of problems includes the constant modulus and the constrained constant modulus, as well as the modified constant modulus and the constrained modified constant modulus. The usefulness of the proposed solutions is demonstrated for the tasks of blind beamforming and blind multiuser detection. The performance of these solutions, as we demonstrate by simulated data, is superior to existing methods.

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http://hdl.handle.net/1721.1/114672

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077

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