Distributed Computation of the Cech Complex and Applications in Wireless Networks
Ngoc-Khuyen Le (LTCI), Anais Vergne (LTCI), Philippe Martins (LTCI),, Laurent Decreusefond (LTCI)

TL;DR
This paper presents a distributed algorithm for computing the Cech complex to address coverage issues in wireless networks, enabling detection of coverage holes and optimization of network coverage.
Contribution
It introduces a novel distributed algorithm for Cech complex computation specifically designed for wireless network coverage problems.
Findings
Effective detection of coverage holes in wireless networks
Optimization of network coverage using the Cech complex
Algorithm demonstrated in simulated wireless network scenarios
Abstract
In this paper, we introduce a distributed algorithm to compute th\v{e} Cech complex. This algorithm is aimed at solving coverage problems in self organized wireless networks. Two applications based on the distributed computation of th\v{e} Cech complex are proposed. The first application detects coverage holes while the later one optimizes coverage of wireless networks.
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Taxonomy
TopicsTopological and Geometric Data Analysis · Advanced Combinatorial Mathematics · Data Management and Algorithms
