Decoding Binary Linear Codes Using Penalty Dual Decomposition Method
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DOI: 10.1109/lcomm.2019.2911277
Abstract: In this letter, we utilize the penalty dual decomposition (PDD) framework and develop a novel PDD decoding algorithm for binary linear codes. Instead of relaxing the discrete constraints to continuous ones, we take an alternative… read more here.
Keywords: penalty; penalty dual; linear codes; dual decomposition ... See more keywords
Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization—Part I: Algorithms and Convergence Analysis
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2020.3001906
Abstract: Many contemporary signal processing, machine learning and wireless communication applications can be formulated as nonconvex nonsmooth optimization problems. Often there is a lack of efficient algorithms for these problems, especially when the optimization variables are… read more here.
Keywords: optimization; part; penalty; penalty dual ... See more keywords