![](/images/graphics-bg.png)
Optimization of the Distribution and Localization of Wireless Sensor Networks Based on Differential Evolution Approach
Joint Authors
Castañón, Gerardo
Céspedes-Mota, Armando
Martínez-Herrera, Alberto F.
Cárdenas-Barrón, Leopoldo Eduardo
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-03-09
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
Location information for wireless sensor nodes is needed in most of the routing protocols for distributed sensor networks to determine the distance between two particular nodes in order to estimate the energy consumption.
Differential evolution obtains a suboptimal solution based on three features included in the objective function: area, energy, and redundancy.
The use of obstacles is considered to check how these barriers affect the behavior of the whole solution.
The obstacles are considered like new restrictions aside of the typical restrictions of area boundaries and the overlap minimization.
At each generation, the best element is tested to check whether the node distribution is able to create a minimum spanning tree and then to arrange the nodes using the smallest distance from the initial position to the suboptimal end position based on the Hungarian algorithm.
This work presents results for different scenarios delimited by walls and testing whether it is possible to obtain a suboptimal solution with inner obstacles.
Also, a case with an area delimited by a star shape is presented showing that the algorithm is able to fill the whole area, even if such area is delimited for the peaks of the star.
American Psychological Association (APA)
Céspedes-Mota, Armando& Castañón, Gerardo& Martínez-Herrera, Alberto F.& Cárdenas-Barrón, Leopoldo Eduardo. 2016. Optimization of the Distribution and Localization of Wireless Sensor Networks Based on Differential Evolution Approach. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1112629
Modern Language Association (MLA)
Céspedes-Mota, Armando…[et al.]. Optimization of the Distribution and Localization of Wireless Sensor Networks Based on Differential Evolution Approach. Mathematical Problems in Engineering No. 2016 (2016), pp.1-12.
https://search.emarefa.net/detail/BIM-1112629
American Medical Association (AMA)
Céspedes-Mota, Armando& Castañón, Gerardo& Martínez-Herrera, Alberto F.& Cárdenas-Barrón, Leopoldo Eduardo. Optimization of the Distribution and Localization of Wireless Sensor Networks Based on Differential Evolution Approach. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1112629
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1112629