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Distributed Connectivity Control in Bio-Hybrid Wireless Sensor Networks (CROSBI ID 722835)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Križmančić, Marko ; Rabbel, Tim-Lucas ; Buss, Eduard ; Wahby, Mostafa ; Hamann, Heiko ; Bogdan, Stjepan Distributed Connectivity Control in Bio-Hybrid Wireless Sensor Networks // Proceedings of the 2022 ACM Conference on Information Technology for Social Good. New York (NY): The Association for Computing Machinery (ACM), 2022. str. 250-257 doi: 10.1145/3524458.3547260

Podaci o odgovornosti

Križmančić, Marko ; Rabbel, Tim-Lucas ; Buss, Eduard ; Wahby, Mostafa ; Hamann, Heiko ; Bogdan, Stjepan

engleski

Distributed Connectivity Control in Bio-Hybrid Wireless Sensor Networks

In the WatchPlant project, we aim to develop a bio-hybrid wireless sensor network (WSN) that uses natural plants as sensors for a variety of environmental conditions. One of the major challenges in such a system is managing connectivity while balancing higher data throughput with energy conservation. In this work, connectivity is controlled through the so-called Fiedler value, the second smallest eigenvalue of the Laplacian of the communication graph. We propose a distributed connectivity control method that relies on consensus-based topology estimation, and in which links in the graph are added or removed according to the values of the Fiedler eigenvector obtained from the estimated adjacency matrix. The proposed strategy for estimating and maintaining connectivity was validated in a simulation and in a physical proof-of-concept WSN consisting of several single-board mini-computers.

multi-agent systems ; network topology ; consensus ; distributed control

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Podaci o prilogu

250-257.

2022.

objavljeno

10.1145/3524458.3547260

Podaci o matičnoj publikaciji

Proceedings of the 2022 ACM Conference on Information Technology for Social Good

New York (NY): The Association for Computing Machinery (ACM)

9781450392846

Podaci o skupu

ACM International Conference on Information Technology for Social Good (GoodIT 2018)

predavanje

07.09.2022-09.09.2022

Limassol, Cipar

Povezanost rada

Informacijske i komunikacijske znanosti, Računarstvo

Poveznice