Low-Density Parity-Check Decoding Algorithm Based on Symmetric Alternating Direction Method of Multipliers [PDF]
EntropyThe Alternating Direction Method of Multipliers (ADMM) has proven to be an efficient approach for implementing linear programming (LP) decoding of low-density parity-check (LDPC) codes.
Ji Zhang +5 more
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Communication Efficient Asynchronous ADMM for General Form Consensus Optimization [PDF]
Jisuanji kexue, 2022 The distributed alternating direction method of multipliers(ADMM) is one of the most widely used methods for solving large-scale machine learning applications.However,most distributed ADMM algorithms are based on full model updates.With the increasing of
WANG Dong-xia, LEI Yong-mei, ZHANG Ze-yu
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Hybrid FSK-PSK Waveform Optimization for Radar Based on Alternating Direction Method of Multiplier (ADMM) [PDF]
Sensors, 2021 In this paper, a new radar signal modulated with a hybrid of the frequency shift keying (FSK) and the phase shift keying (PSK) signal—i.e., the FSK-PSK signal—is studied. Different phase encoding sequences are used to modulate the sub-pulses to obtain lower sidelobe levels and ensure signal orthogonality.
Zhiting Fei +4 more
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Многоблочный метод ADMM с ускорением Нестерова
Міжнародний науково-технічний журнал "Проблеми керування та інформатики", 2021 Метод ADMM (alternating direction methods of multipliers) широко используется для решения многих оптимизационных задач с помощью параллельных вычислений.
Владислав Анатолійович Григоренко +2 more
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A Weberized Total Variance Regularization-based Image Multiplicative Noise Model
Image Analysis and Stereology, 2023 This paper considers Weber's law and proposes a new non-convex model for images contaminated by Gaussian noise and Rayleigh noise. The alternating direction method of multipliers (abbreviated as ADMM) is a recent popular method that can handle convex and
Xinyao Yu, Donghong Zhao
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Convergence Analysis of Multiblock Inertial ADMM for Nonconvex Consensus Problem
Journal of Mathematics, 2023 The alternating direction method of multipliers (ADMM) is one of the most powerful and successful methods for solving various nonconvex consensus problem.
Yang Liu, Yazheng Dang
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Optimal Parameter Selection for the Alternating Direction Method of Multipliers (ADMM): Quadratic Problems [PDF]
IEEE Transactions on Automatic Control, 2015 Submitted to IEEE Transactions on Automatic ...
Euhanna Ghadimi +3 more
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Alternating Direction Method of Multipliers (ADMMs) Based Distributed Approach For Wide-Area Control [PDF]
IEEE Transactions on Industry Applications, 2017 In this paper, an alternating direction method of multipliers based novel distributed wide-area control architecture is proposed for damping the interarea oscillations. In this approach, first, an interconnected power system is divided into areas based on coherency grouping.
Abilash Thakallapelli +1 more
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Turkish Journal of Electrical Engineering and Computer Sciences, 2022 Multimicrogrid system is a novel notion in modern power systems as a result of developing renewable-based generation units and accordingly microgrids in distribution networks. Their energy management might be challenging due to presence of independent units. Thus, in this paper, a decentralized method for energy management of multimicrogrid systems has
Amin Safari, Hossein Nasir Aghdam
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Horizontal Layered Scheduling ADMM Penalized Decoder Based on the Improved Penalty Function for LDPC
IEEE Access, 2022 For low-density parity-check (LDPC) codes, reducing the number of Euclidean projections, choosing a suitable scheduling strategy, and devising an improved penalty function are three effective ways to increase the alternating direction method of ...
Biao Wang, Zhongfei Wang
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