Reliable sensor networks for planet exploration

Tony Sun, Ling-Jyh Chen, Chih Chieh Han, Mario Gerla

Research output: Contribution to conferencePaper

44 Citations (Scopus)

Abstract

Wireless sensor networks will play a critical role in space and planet exploration, allowing remote monitoring of non-easily accessible areas in preparation of human or robotic missions. Sensors, however, are fragile and can fail, reporting erroneous measurements, for example. Decisions derived from flawed sensor measurements can adversely impact the correctness of the overall sensor network findings and may jeopardize the success of the mission. Unfortunately, failed sensors in space cannot be easily diagnosed and replaced. To improve the reliability of decisions and minimize the impact of faulty sensor measurements, the preferred approach is to exploit data redundancy. In this paper, we present Confidence Weighted Voting (CWV), a distributed technique that can greatly improve the data reliability and fault tolerance of sensor network applications. We evaluate CWV against traditional approaches (e.g., Majority Voting (MV) and Distance Weighted Voting (DWV)), in the presence of flawed sensors. The results show that CWV consistently outperforms the other schemes by providing as much as 49% more resiliency.

Original languageEnglish
Pages816-820
Number of pages5
DOIs
Publication statusPublished - 2005 Dec 1
Event2005 IEEE Networking, Sensing and Control, ICNSC2005 - Tucson, AZ, United States
Duration: 2005 Mar 192005 Mar 22

Other

Other2005 IEEE Networking, Sensing and Control, ICNSC2005
CountryUnited States
CityTucson, AZ
Period05/3/1905/3/22

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Keywords

  • Data redundancy
  • Distributed voting
  • Reliable decision from Sensor Network
  • Space and planet exploration

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Sun, T., Chen, L-J., Han, C. C., & Gerla, M. (2005). Reliable sensor networks for planet exploration. 816-820. Paper presented at 2005 IEEE Networking, Sensing and Control, ICNSC2005, Tucson, AZ, United States. https://doi.org/10.1109/ICNSC.2005.1461295