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In search for a robust design of environmental sensor networks
Citation
Budi, S and Susanto, F and de Souza, P and Timms, G and Malhotra, V and Turner, P, In search for a robust design of environmental sensor networks, Environmental Technology, 39, (6) pp. 683-693. ISSN 0959-3330 (2017) [Refereed Article]
Copyright Statement
Copyright 2017 Informa UK Limited, trading as Taylor & Francis Group
DOI: doi:10.1080/09593330.2017.1310303
Abstract
This paper presents an approach to the design of environmental sensor networks (ESN) which aims at providing a robust, fit-for-purpose network with minimum redundancy. A set of near optimum ESN designs is sought using an evolutionary algorithm, which incorporates redundancy and robustness as fitness functions. This work can assist the decision-making process when determining the number of sensor nodes and how the nodes are going to be deployed in the region of interest.
Item Details
| Item Type: | Refereed Article |
|---|---|
| Keywords: | sensor networks design, multi-objective optimisation, evolutionary algorithm, inverse distance weighting, spatial interpolation |
| Research Division: | Information and Computing Sciences |
| Research Group: | Information Systems |
| Research Field: | Information Systems Development Methodologies |
| Objective Division: | Information and Communication Services |
| Objective Group: | Computer Software and Services |
| Objective Field: | Information Processing Services (incl. Data Entry and Capture) |
| UTAS Author: | Budi, S (Mr Setia Budi) |
| UTAS Author: | Susanto, F (Mr Ferry Susanto) |
| UTAS Author: | Malhotra, V (Dr Vishv Malhotra) |
| UTAS Author: | Turner, P (Associate Professor Paul Turner) |
| ID Code: | 116128 |
| Year Published: | 2017 |
| Web of Science® Times Cited: | 5 |
| Deposited By: | Information and Communication Technology |
| Deposited On: | 2017-05-02 |
| Last Modified: | 2018-06-13 |
| Downloads: | 0 |
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