Artículo
A new QoS routing algorithm based on self-organizing maps for wireless sensor networks
Autor/es | Barbancho Concejero, Julio
León de Mora, Carlos Molina Cantero, Francisco Javier Barbancho Concejero, Antonio |
Departamento | Universidad de Sevilla. Departamento de Tecnología Electrónica |
Fecha de publicación | 2007 |
Fecha de depósito | 2018-07-06 |
Publicado en |
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Resumen | For the past ten years, many authors have focused
their investigations in wireless sensor networks. Different
researching issues have been extensively developed: power
consumption, MAC protocols, self-organizing network ... For the past ten years, many authors have focused their investigations in wireless sensor networks. Different researching issues have been extensively developed: power consumption, MAC protocols, self-organizing network algorithms, data-aggregation schemes, routing protocols, QoS management, etc. Due to the constraints on data processing and power consumption, the use of artificial intelligence has been historically discarded. However, in some special scenarios the features of neural networks are appropriate to develop complex tasks such as path discovery. In this paper, we explore and compare the performance of two very well known routing paradigms, directed diffusion and Energy- Aware Routing, with our routing algorithm, named SIR, which has the novelty of being based on the introduction of neural networks in every sensor node. Extensive simulations over our wireless sensor network simulator, OLIMPO, have been carried out to study the efficiency of the introduction of neural networks. A comparison of the results obtained with every routing protocol is analyzed. This paper attempts to encourage the use of artificial intelligence techniques in wireless sensor nodes. |
Cita | Barbancho Concejero, J., León de Mora, C., Molina Cantero, F.J. y Barbancho Concejero, A. (2007). A new QoS routing algorithm based on self-organizing maps for wireless sensor networks. Telecommunication Systems, 36 (1-3), 73-83. |
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