Search Results - distributed and decentralized algorithms

Distributed and Decentralized Algorithms for Functional Programmable Matter by Klingner, John

“… The quantity of robots involved necessitates algorithms and processes which scale—in terms of required communication, computation, and memory…”
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Distributed and Decentralized Edge Caching in 5G Networks Using Non-Volatile Memory Systems by Zeng, Yiming, Huang, Yaodong, Liu, Zhenhua, Liu, Ji

“… storage devices included and develop a parallel distributed algorithm with guaranteed convergence in joint caching and routing decisions…”
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A decentralized algorithm for distributed ensemble clustering by Rosato, Antonello, Altilio, Rosa, Panella, Massimo

“…•purely distributed ensemble clustering method.•privacy preserving algorithm for diffused data…”
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Exponential convergence of a distributed divide-and-conquer algorithm for constrained convex optimization on networks by Emirov, Nazar, Song, Guohui, Sun, Qiyu

“… The algorithm is fully distributed: each iteration solves local subproblems around selected fusion centers and coordinates only with neighboring fusion centers…”
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A fully decentralized distributed learning algorithm for latency communication networks by Wei, Yutian, Xie, Jin, Gao, Weifeng, Li, Hong, Wang, Ling

“…The network-induced delay phenomenon has always been one of the bottlenecks in the practical application of distributed learning (DL) algorithms…”
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Decentralized Eigenvalue Algorithms for Distributed Signal Detection in Wireless Networks by Penna, Federico, Stanczak, Slawomir

“…) and decentralized Lanczos algorithm (DLA) - for distributed computation of one (the largest) or multiple eigenvalues of a sample covariance matrix over a wireless network…”
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Decentralized Coding Algorithms for Distributed Storage in Wireless Sensor Networks by Zhenning Kong, Aly, S., Soljanin, E.

“… + ¿) nodes for some small ¿ > 0. We develop decentralized Fountain codes based algorithms to solve this problem…”
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Model-based decentralized Bayesian algorithm for distributed compressed sensing by Torkamani, Razieh, Zayyani, Hadi, Sadeghzadeh, Ramazan Ali

“…In this paper, a novel model-based distributed compressive sensing (DCS) algorithm is proposed…”
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A Decentralized Bayesian Algorithm For Distributed Compressive Sensing in Networked Sensing Systems by Chen, Wei, Wassell, Ian J.

“… This paper develops a decentralized Bayesian reconstruction algorithm for networked sensing systems to jointly reconstruct multiple signals based on the distributed compressive sensing (DCS…”
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A Novel Variable Step-Size LMS Algorithm for Decentralized Incremental Distributed Networks by Qadri, Syed Safi Uddin, Arif, Muhammad, Saeed, Muhammad Omer Bin

“…This work proposes a variable step-size strategy for estimation over distributed networks using the incremental scheme…”
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An Efficient Distributed Compressed Sensing Algorithm for Decentralized Sensor Network by Liu, Jing, Huang, Kaiyu, Zhang, Guoxian

“… A novel algorithm, named distributed compact sensing matrix pursuit (DCSMP), is proposed to exploit the computational and communication capabilities of the sensor nodes…”
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Decentralized Distributed Compressed Sensing Algorithm for Wireless Sensor Networks by Wen, Xu Dong, Liu, Chun Wu

“…). To further enhance the data compression ratio in clustered WSNs, a new data collection method which named Decentralized Distributed Compressed Sensing (DDCS…”
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Multi-consensus decentralized primal-dual fixed point algorithm for distributed learning by Tang, Kejie, Liu, Weidong, Mao, Xiaojun

“…Decentralized distributed learning has recently attracted significant attention in many applications in machine learning and signal processing…”
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A decentralized training algorithm for Echo State Networks in distributed big data applications by Scardapane, Simone, Wang, Dianhui, Panella, Massimo

“… training architecture. While several alternatives exist for training feed-forward neural networks in such a distributed setting, less attention has been devoted to the case of decentralized training of recurrent neural networks (RNNs…”
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A Decentralized Reconstruction Algorithm for Distributed Compressed Sensing by Xu, Wenbo, Cui, Yupeng, Li, Zhilin, Lin, Jiaru

“… In this paper, we propose a decentralized reconstruction algorithm that works in an iterative manner, where each node implements the reconstruction in each iteration only with its own measurements…”
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Scalable decision fusion algorithm for enabling decentralized computation in distributed, big data clustering problems by Jennath, H. S., Asharaf, S.

“…In the world of big data, extracting meaningful insights from large and continually growing distributed datasets is a major challenge…”
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Decentralized Localization of Distributed Antenna Array Elements Using an Evolutionary Algorithm by Dula, Matthew J., Shandi, Naim, Nanzer, Jeffrey A.

“…Distributed phased arrays have recently garnered interest in applications such as satellite communications and high-resolution remote sensing…”
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Decentralized Algorithms for Out-of-System Interference Suppression in Distributed MIMO by Shaik, Zakir Hussain, Larsson, Erik G.

“… (or even their statistics) are completely unknown. In this letter, we propose a novel distributed algorithm that can mitigate OoS interference in the uplink and suppress the signal transmission in the OoS direction in the downlink…”
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A Data Mining Algorithm via Decentralized Optimization in Parallel or Distributed Systems: Mathematical Aspects by Gabidullina, Z. R., Doostmohammadian, M. R.

“…We present a new scalable data mining algorithm which can accurately recognize the position of a given pattern as internal, boundary, or external point comparatively to an intersection of a finite family of data sets…”
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Decentralized and distributed active fault diagnosis: Multiple model estimation algorithms by Straka, Ondřej, Punčochář, Ivo

“…: the decentralized and the distributed one. An essential part of the AFD algorithm is state estimation, which must be supplemented with a mechanism to achieve feasible implementation in the multiple model framework…”
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