Performance measurement in wireless sensor networks using time-frequency analysis and neural networks

Chia Pang Chen, Joe Air Jiang, S. C. Mukhopadhyay, N. K. Suryadevara

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

9 Citations (Scopus)

Abstract

One of the major challenges in wireless sensor networks (WSNs) is reliability which is not necessarily a measurable single point; however, it's the result of a number of considerations including the sensor consensus, complexity of WSN systems, integration of different kinds of sensors and electronics, and the harsh environment. Evaluating reliability of WSNs is a crucial part for any kinds of applications in order to attain a better quality of service. Once the reliability of a WSN degrades the operators can take an appropriate action to recover it, such as replacement of sensors/electronics/ battery, change of network configuration, etc. In this paper, we surveyed the literature which discusses the fault diagnosis of WSNs and presented a conceptual approach for performance measurement of sensors in terms of reliability.

Original languageEnglish
Title of host publication2014 IEEE International Instrumentation and Measurement Technology Conference: Instrumentation and Measurement for Sustainable Development, I2MTC 2014 - Proceedings
Place of PublicationPiscataway, NJ
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages1197-1201
Number of pages5
ISBN (Print)9781467363853
DOIs
Publication statusPublished - 2014
Externally publishedYes
Event2014 IEEE International Instrumentation and Measurement Technology Conference: Instrumentation and Measurement for Sustainable Development, I2MTC 2014 - Montevideo, Uruguay
Duration: 12 May 201415 May 2014

Publication series

NameIEEE Instrumentation and Measurement Technology Conference Proceedings
PublisherIEEE
ISSN (Print)1091-5281

Other

Other2014 IEEE International Instrumentation and Measurement Technology Conference: Instrumentation and Measurement for Sustainable Development, I2MTC 2014
CountryUruguay
CityMontevideo
Period12/05/1415/05/14

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Chen, C. P., Jiang, J. A., Mukhopadhyay, S. C., & Suryadevara, N. K. (2014). Performance measurement in wireless sensor networks using time-frequency analysis and neural networks. In 2014 IEEE International Instrumentation and Measurement Technology Conference: Instrumentation and Measurement for Sustainable Development, I2MTC 2014 - Proceedings (pp. 1197-1201). [6860933] (IEEE Instrumentation and Measurement Technology Conference Proceedings). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/I2MTC.2014.6860933