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Reliable many-to-many routing in wireless sensor networks using ant colony optimisation

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Grosso, Jasmine, Jhumka, Arshad and Bradbury, Matthew S. (2019) Reliable many-to-many routing in wireless sensor networks using ant colony optimisation. In: European Dependable Computing Conference, Naples, Italy, 17-20 Sep 2019. Published in: 2019 15th European Dependable Computing Conference (EDCC) ISBN 9781728139296. doi:10.1109/EDCC.2019.00030 (In Press)

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Official URL: https://doi.org/10.1109/EDCC.2019.00030

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Abstract

Wireless sensor networks (WSNs) have been widely studied in the context of many-to-one communication, in which multiple data sources send messages to a dedicated sink. However, there has been little research in the area of many-to-many communication. Many-to-many communication in WSNs is a growing application area, with examples including fire detection in both natural and urban areas, and the monitoring of heating and air conditioning within buildings. In this paper, we propose a scalable many-to-many routing protocol that makes use of Ant Colony Optimisation (ACO) that is applicable for an arbitrary number of sources and sinks. The protocol aggregates data sent from multiple sources into a single, shared backbone of nodes to reduce the total number of packets sent and so increase network lifetime. Results from simulations using the Cooja Network simulator show that the protocol is able to achieve packet delivery ratios above 95%, with the algorithm becoming more efficient with larger networks, sending fewer packets relative to the size of the networks, as well as involving fewer nodes in routing.

Item Type: Conference Item (Paper)
Subjects: Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
Divisions: Faculty of Science > Computer Science
Faculty of Science > WMG (Formerly the Warwick Manufacturing Group)
Journal or Publication Title: 2019 15th European Dependable Computing Conference (EDCC)
Publisher: IEEE Conference Publishing Services
ISBN: 9781728139296
Official Date: 2019
Dates:
DateEvent
2019Available
28 May 2019Accepted
Date of first compliant deposit: 9 September 2019
DOI: 10.1109/EDCC.2019.00030
Status: Peer Reviewed
Publication Status: In Press
Access rights to Published version: Restricted or Subscription Access
RIOXX Funder/Project Grant:
Project/Grant IDRIOXX Funder NameFunder ID
EP/L016400/1[EPSRC] Engineering and Physical Sciences Research Councilhttp://dx.doi.org/10.13039/501100000266
Conference Paper Type: Paper
Title of Event: European Dependable Computing Conference
Type of Event: Conference
Location of Event: Naples, Italy
Date(s) of Event: 17-20 Sep 2019
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