Ponencia
Giving Neurons to Sensors: An Approach to QoS Management Through Artificial Intelligence in Wireless 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 | 2006 |
Fecha de depósito | 2018-07-10 |
Publicado en |
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ISBN/ISSN | 978-3-540-45174-7 0302-9743 |
Resumen | For the latest ten years, many authors have focused their investigations
in wireless sensor networks. Different researching issues have
been extensively developed: power consumption, MAC protocols, selforganizing
network ... For the latest ten years, many authors have focused their investigations in wireless sensor networks. Different researching issues have been extensively developed: power consumption, MAC protocols, selforganizing 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 the performance of two very well known routing paradigms, directed diffusion and Energy-Aware Routing, and 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. (2006). Giving Neurons to Sensors: An Approach to QoS Management Through Artificial Intelligence in Wireless Networks. En PWC 2006: IFIP TC6 11th International Conference on Personal Wireless Communications (344-355), Albacete, España: Springer. |
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