The Balanced Cross-Layer Design Routing Algorithm in Wireless Sensor Networks Using Fuzzy Logic

Li, Ning; Martínez Ortega, José Fernán y Hernández Díaz, Vicente (2015). The Balanced Cross-Layer Design Routing Algorithm in Wireless Sensor Networks Using Fuzzy Logic. "Sensors", v. 8 (n. 15); pp. 19541-19559. ISSN 1424-8220. https://doi.org/10.3390/s150819541.

Descripción

Título: The Balanced Cross-Layer Design Routing Algorithm in Wireless Sensor Networks Using Fuzzy Logic
Autor/es:
  • Li, Ning
  • Martínez Ortega, José Fernán
  • Hernández Díaz, Vicente
Tipo de Documento: Artículo
Título de Revista/Publicación: Sensors
Fecha: 10 Agosto 2015
Volumen: 8
Materias:
Palabras Clave Informales: cross-layer design; routing algorithm; fuzzy logic; balanced performance; dynamic weight
Escuela: Centro de Investigación en Tecnologías Software y Sistemas Multimedia para la Sostenibilidad (CITSEM) (UPM)
Departamento: Ingeniería Telemática y Electrónica
Grupo Investigación UPM: Redes y Servicios de Próxima Generación GRyS
Licencias Creative Commons: Ninguna

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Resumen

Recently, the cross-layer design for the wireless sensor network communication protocol has become more and more important and popular. Considering the disadvantages of the traditional cross-layer routing algorithms, in this paper we propose a new fuzzy logic-based routing algorithm, named the Balanced Cross-layer Fuzzy Logic (BCFL) routing algorithm. In BCFL, we use the cross-layer parameters’ dispersion as the fuzzy logic inference system inputs. Moreover, we give each cross-layer parameter a dynamic weight according the value of the dispersion. For getting a balanced solution, the parameter whose dispersion is large will have small weight, and vice versa. In order to compare it with the traditional cross-layer routing algorithms, BCFL is evaluated through extensive simulations. The simulation results show that the new routing algorithm can handle the multiple constraints without increasing the complexity of the algorithm and can achieve the most balanced performance on selecting the next hop relay node. Moreover, the Balanced Cross-layer Fuzzy Logic routing algorithm can adapt to the dynamic changing of the network conditions and topology effectively.

Proyectos asociados

TipoCódigoAcrónimoResponsableTítulo
FP7295372DEMANESITÄ-SUOMEN YLIOPISTODesign, Monitoring and Operation of Adaptive Networked Embedded Systems

Más información

ID de Registro: 38157
Identificador DC: http://oa.upm.es/38157/
Identificador OAI: oai:oa.upm.es:38157
Identificador DOI: 10.3390/s150819541
URL Oficial: http://www.mdpi.com/1424-8220/15/8/19541
Depositado por: Profesor Vicente Hernández Díaz
Depositado el: 19 Oct 2015 10:50
Ultima Modificación: 19 Oct 2015 11:19
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