Low Cost outdoors WSN parking system for metropolitan areas based on RSS

Mauricio Postigo-Malaga, Luis Porras Figueroa, Jose Chilo

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

2 Citas (Scopus)

Resumen

Finding a free parking space in the metropolitan areas during rush hour is time consuming and it leads to traffic congestions and air pollution. Wireless Sensor Network (WSN) can be used to obtain information related to the parking condition requiring very little installation and maintenance costs. In this work, we present the design and implementation of an outdoor parking system based on Wireless Sensor Networks (WSNs), received signal strength (RSS) and pattern recognition algorithms to effectively find free parking spaces. Simulation and experiment results show good performance in the verification of the parking system. XBee-PRO 900HP-S3B modules with high performance and low power consumption were used. These modules support the IEEE-802.15.4 protocol for communication in the 900 MHz band and can be configured in different network topologies. The received signal strength (RSS) was measured to form fingerprints for the parking spaces availability (busy or vacant). Kalman filters were implemented to improve RSS which varies due to the effects of short-term fading. The parking spaces availability was evaluated with different classification algorithms in the WEKA environment with results up to 85%.

Idioma originalInglés
Título de la publicación alojadaProceedings of the 2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems
Subtítulo de la publicación alojadaTechnology and Applications, IDAACS 2019
EditorialInstitute of Electrical and Electronics Engineers Inc.
Páginas50-53
Número de páginas4
ISBN (versión digital)9781728140698
DOI
EstadoPublicada - set. 2019
Evento10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2019 - Metz, Francia
Duración: 18 set. 201921 set. 2019

Serie de la publicación

NombreProceedings of the 2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2019
Volumen1

Conferencia

Conferencia10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2019
País/TerritorioFrancia
CiudadMetz
Período18/09/1921/09/19

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© 2019 IEEE.

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