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Academy of Mathematics and Systems Science, CAS Colloquia & Seminars：Distributed adaptive estimation algorithms over sensor networks
传感器网络 分布式自适应 估计算法
2023/4/13
Parameter estimation or filtering is one of the important issues in diverse fields including statistical learning, signal processing, system identification and adaptive control. With the development o...
Approximation Algorithms for the Connected Sensor Cover Problem
Approximation Algorithms Connected Sensor Cover Problem
2016/1/22
We study the minimum connected sensor cover problem(MIN-CSC) and the budgeted connected sensor cover (Budgeted-CSC)problem, both motivated by important applications in wireless sensor networks. In bot...
Message-passing algorithms for compressed sensing
Compressed sensing high-dimensional signals the iterative threshold algorithm
2015/8/21
Compressed sensing aims to undersample certain high-dimensional signals yet accurately reconstruct them by exploiting signal characteristics. Accurate reconstruction is possible when the object to be ...
Randomized gossip algorithms
Application of sensor networks a distributed algorithm gossip algorithm exchange information to connect to the Internet and topology
2015/8/10
Motivated by applications to sensor, peer-to-peer and ad hoc networks, we study distributed algorithms, also known as gossip algorithms, for exchanging information and for computing in an arbitrarily ...