Some Parallel Algorithms for Linear Model Based Integer Parameter Estimation

Download or read book Some Parallel Algorithms for Linear Model Based Integer Parameter Estimation written by Shilei Lin and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "In some applications, such as wireless communications and Global Positioning Systems (GPS), etc., one needs to estimate the integer-valued parameter vector in a linear model with additive Gaussian noise.In real-time applications, in addition to the accuracy of estimators,the efficiency of estimation algorithms is crucial.To fully utilize modern parallel hardware such as omnipresent multicore processors, this thesis proposes some parallel algorithms to estimate the integer-valued parameter vectors in various linear models. Our parallel algorithms are based on asynchronous iterations.Numerical results are given to illustrate our algorithms' effectiveness, efficiency, and accuracy"--