Energy-aware composition for wireless sensor networks as a service.
Journal article
Zhou, Zhangbing, Zhao, Deng, Liu, Lu and Hung, Patrick C. K. 2017. Energy-aware composition for wireless sensor networks as a service. Future Generation Computer Systems. https://doi.org/10.1016/j.future.2017.02.050
| Authors | Zhou, Zhangbing, Zhao, Deng, Liu, Lu and Hung, Patrick C. K. |
|---|---|
| Abstract | With the wide-adoption of the Internet of Things, heterogeneous smart things, serving as sensor nodes, require to work in a collective fashion for achieving complex applications. To address this challenge, this article proposes a service-oriented wireless sensor networks (WSNs) framework, and the cooperation between sensor nodes is achieved through the functional integration of neighboring sensor nodes. Generally, sensor nodes are encapsulated and represented as WSN services, which are energy-aware, and typically have constraints on their spatial and temporal aspects. WSN services are categorized into service classes according to the limited number of types of their functionalities. Consequently, service classes chains are generated with respect to the requirement of domain applications, and the composition of WSN services is constructed through discovering and selecting appropriate WSN services as the instantiation of service classes contained in chains. This WSN services composition is reduced to a multi-objective and multi-constrained optimization problem, which can be solved through adopting particle swarm optimization (PSO) algorithm and genetic algorithm (GA). Experimental evaluation shows that PSO outperforms GA in finding approximately optimal WSN services compositions. |
| Keywords | WSN services; Service classes chain; Energy-aware WSN service composition; Spatial and temporal constraints |
| Year | 2017 |
| Journal | Future Generation Computer Systems |
| Publisher | Elsevier |
| ISSN | 0167739X |
| Digital Object Identifier (DOI) | https://doi.org/10.1016/j.future.2017.02.050 |
| Web address (URL) | http://hdl.handle.net/10545/622065 |
| hdl:10545/622065 | |
| Publication dates | 02 Mar 2017 |
| Publication process dates | |
| Deposited | 22 Jan 2018, 15:01 |
| Accepted | 28 Feb 2017 |
| Rights | Archived with thanks to Future Generation Computer Systems |
| Contributors | China University of Geosciences, University of Derby, University of Ontario and TELECOM Sud Paris |
| File | File Access Level Open |
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