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Published in 2022 at "IEEE Transactions on Signal and Information Processing over Networks"
DOI: 10.1109/tsipn.2022.3156425
Abstract: Distributed estimation over networks has attracted great attention for its wide applicability in source tracking, environmental monitoring, etc. In the problem of distributed estimation, a set of nodes collectively estimates some parameter from noisy measurements.…
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Keywords:
information;
quantized distributed;
distributed estimation;
adaptive combiner ... See more keywords
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Published in 2022 at "IEEE Control Systems Letters"
DOI: 10.48550/arxiv.2206.02272
Abstract: This letter considers a distributed optimization problem in a multi-agent system where a fraction of the agents act in an adversarial manner. Specifically, the malicious agents steer the network of agents away from the optimal…
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Keywords:
malicious agents;
distributed subgradient;
quantized distributed;
optimization method ... See more keywords