Adaptive Sensing based on Fuzzy System for Wireless Sensor Networks*

Romeo Mark A. Mateo, Young-Seok Lee, Hyunho Yang, Sung-Hyun Ko, Jaewan Lee

Abstract

Wireless sensor networks (WSN) are used by various application areas to implement smart data processing and ubiquitous system. In the recent research of parking management system based on wireless sensor networks, adaptive sensing of WSN is not considered where the effective implementation of these distributed computing devices affects the performance of the over-all reliability of the parking management system. This paper proposes an adaptive sensing using the proposed fuzzy wireless sensor implemented in the ubiquitous parking management system. The fuzzy inference system is encoded in the sensor devices for efficient car presence detection. A rule base adaptive module is used to change the fuzzy set values from wireless sensors based on the rules specified by an expert. The prototype implementation of the proposed fuzzy wireless sensors is done in a ubiquitous parking management system simulator.

References

  1. Arampatzis, T., Lygeros, J., Manesis, S.: A Survey of Applications of Wireless Sensors and Wireless Sensor Networks. In IEEE International Symposium on Intelligent Control (2005) 719-724
  2. Karl, H., Willig, A.: Protocols and architectures for wireless sensor networks. John Wiley & Sons Ltd. (2005) 231-288
  3. Chou, L., Sheu, D.C.C., Chen, H.W.: Design and Prototype Implementation of a Novel Automatic Vehicle Parking System. International Journal of Smart Home, Vol. 1, No. 1 (2007) 11-16
  4. Tang, V. W. S., Zheng, Y., Cao, J.: An Intelligent Car Park Management System based on Wireless Sensor Networks. In 1st International Symposium on Pervasive Computing and Applications (2006) 65-70
  5. Miura, S., Zhan, Y., Kuroda, T.: Evaluation of Parking Search using Sensor Network. In 1st International Symposium on Wireless Pervasive Computing (2006) 6
  6. Benson, J. P., O'Donovan, T., O'Sullivan, P., Roedig, U., Sreenan, C.: Car Park Management using Wireless Sensors Networks. In 31st IEEE Conference on Local Computers (2007) 588-595
  7. Kumar, R., Chilamkurti, N.K., Soh, B.: A Comparative Study of Different Sensors for Smart Car Park Management. In the International Conference on Intelligent Pervasive Computing (2007) 499-502
  8. Cervantes, L. F., Lee, Y. S., Yang, H., Lee, J.: A Hybrid Middleware for RFID-based Parking Management System using Group Communication in Overlay Networks. In the International Conference on Intelligent Pervasive Computing (2007) 521-526
  9. Zadeh, L. A.: Fuzzy sets. Information and Control (1965) 338-353.
  10. Zilouchian, Jamshidi, M.: Intelligent Control System using Soft Computing Methodologies, Wiley (2007) 187-210
Download


Paper Citation


in Harvard Style

Mark A. Mateo R., Lee Y., Yang H., Ko S. and Lee J. (2008). Adaptive Sensing based on Fuzzy System for Wireless Sensor Networks* . In Joint Proceedings of the 5th International Workshop on Ubiquitous Computing (IWUC 2008) 4th International Workshop on Model-Driven Enterprise Information Systems (MDEIS 2008) 3rd International Workshop on Technologies for Context-Aware Business Process Management (TCoB 2008) - Volume 1: IWUC, (ICEIS 2008) ISBN 978-989-8111-49-4, pages 3-11. DOI: 10.5220/0001739200030011


in Bibtex Style

@conference{iwuc08,
author={Romeo Mark A. Mateo and Young-Seok Lee and Hyunho Yang and Sung-Hyun Ko and Jaewan Lee},
title={Adaptive Sensing based on Fuzzy System for Wireless Sensor Networks*},
booktitle={Joint Proceedings of the 5th International Workshop on Ubiquitous Computing (IWUC 2008) 4th International Workshop on Model-Driven Enterprise Information Systems (MDEIS 2008) 3rd International Workshop on Technologies for Context-Aware Business Process Management (TCoB 2008) - Volume 1: IWUC, (ICEIS 2008)},
year={2008},
pages={3-11},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001739200030011},
isbn={978-989-8111-49-4},
}


in EndNote Style

TY - CONF
JO - Joint Proceedings of the 5th International Workshop on Ubiquitous Computing (IWUC 2008) 4th International Workshop on Model-Driven Enterprise Information Systems (MDEIS 2008) 3rd International Workshop on Technologies for Context-Aware Business Process Management (TCoB 2008) - Volume 1: IWUC, (ICEIS 2008)
TI - Adaptive Sensing based on Fuzzy System for Wireless Sensor Networks*
SN - 978-989-8111-49-4
AU - Mark A. Mateo R.
AU - Lee Y.
AU - Yang H.
AU - Ko S.
AU - Lee J.
PY - 2008
SP - 3
EP - 11
DO - 10.5220/0001739200030011