Dual QR decomposition in K-best sphere detection for Internet of Things networks
Sign Up to like & getrecommendations! Published in 2017 at "Cluster Computing"
DOI: 10.1007/s10586-017-1307-4
Abstract: Internet of Things (IoT) in 5G communications is becoming more popular due to its robust features. Multiple input multiple output (MIMO) in IoT is playing a vital role nowadays with large and massive concepts. At… read more here.
Keywords: detection; dual decomposition; internet things; sphere detection ... See more keywords
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
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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
Decomposition–Coordination of Double-Layer MPC for Constrained Systems
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DOI: 10.3390/e25010017
Abstract: Large-scale industrial processes usually adopt centralized control and optimization methods. However, with the growth of the scale of industrial processes leading to increasing computational complexity, the online optimization capability of the double-layer model predictive control… read more here.
Keywords: dual decomposition; double layer; control; decomposition ... See more keywords