Towards Coverage-Aware Fuzzy Logic-Based Faulty Node Detection in Heterogeneous Wireless Sensor Networks

Masdari M., Ozdemir S.

WIRELESS PERSONAL COMMUNICATIONS, cilt.111, sa.1, ss.581-610, 2020 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 111 Sayı: 1
  • Basım Tarihi: 2020
  • Doi Numarası: 10.1007/s11277-019-06875-0
  • Dergi Adı: WIRELESS PERSONAL COMMUNICATIONS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, PASCAL, Applied Science & Technology Source, Communication Abstracts, Compendex, Computer & Applied Sciences, INSPEC
  • Sayfa Sayıları: ss.581-610
  • Anahtar Kelimeler: WSN, Fault detection, Voting, Fuzzy logic, False positives, True negatives, DIAGNOSIS, TOLERANCE
  • Hacettepe Üniversitesi Adresli: Hayır

Özet

Detecting and handling faulty nodes is one of the main challenges in wireless sensor networks (WSNs). Most of the existing fault detection schemes rely on the data sensed by neighboring nodes, however, these schemes do not usually consider the nature of the events and the coverage issues. In this paper, we present a novel distributed fuzzy logic-based faulty node detection algorithm for heterogeneous WSNs. To weight of the values sensed by the neighboring nodes, the proposed algorithm applies factors such as distance, coverage and the difference of the sensed values. By using the proposed distributed algorithm, each sensor node can correctly recognize its status at the presence of the events such as fire and transient faults. Extensive simulations results indicate the effectiveness of the proposed algorithm in reducing the false positive problems and improving detection accuracy in the fault detection process.