Building a coverage hole-free communication tree
Anais Vergne (LTCI), Laurent Decreusefond (LTCI), Philippe Martins, (LTCI)

TL;DR
This paper introduces an algorithm that constructs coverage hole-free communication trees in wireless networks using simplicial homology and Prim's algorithm, ensuring reliable connectivity with minimal hops.
Contribution
It presents a novel method combining topological analysis and classical algorithms to guarantee coverage hole-free communication trees in wireless networks.
Findings
Algorithm successfully creates coverage hole-free trees
Performance varies with different metrics in simulations
Creates reliable communication groups with limited hops
Abstract
Wireless networks are present everywhere but their management can be tricky since their coverage may contain holes even if the network is fully connected. In this paper we propose an algorithm that can build a communication tree between nodes of a wireless network with guarantee that there is no coverage hole in the tree. We use simplicial homology to compute mathematically the coverage, and Prim's algorithm principle to build the communication tree. Some simulation results are given to study the performance of the algorithm and compare different metrics. In the end, we show that our algorithm can be used to create coverage hole-free communication groups with a limited number of hops.
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Taxonomy
TopicsTopological and Geometric Data Analysis · Data Management and Algorithms · Geometric and Algebraic Topology
