Phase Retrieval via Kaczmarz Methods

来源 :2016信号处理、优化与控制国际研讨会(2016 International Workshop on Signal Pr | 被引量 : 0次 | 上传用户:RyanD
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  We study the Kaczmarz methods for solving a system of quadratic equations,i.e.,the general-ized phase retrieval problem.The methods extend the Kaczmarz methods for solving systems of linear equations by integrating a phase selection heuristic in each iteration and overall have the same per iteration computational complexity.Extensive empirical performance comparisons establish the computational advantages of the Kaczmarz methods over other stateof-the-art phase retrieval algorithms both in terms of the number of measurements needed for successful recovery and in terms of computation time.
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