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Exact Average Consensus under Noisy Communication Links: A Decentralized Gradient Perspective
We study the distributed average consensus problem under persistent link-level disturbances modeled as a martingale difference sequence with uniformly bounded conditional second moments. Under such disturbances, the standard stochastic-approximation-based linear iteration with diminishing stepsizes
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