Title :
WSN implementation of DFD algorithm on SOFREL S550/WAVENIS unit
Author :
Saihi, Marwa ; Boussaid, Boumedyen ; Zouinkhi, Ahmed ; Abdelkrim, M. Naceur
Author_Institution :
Nat. Sch. of Eng. of Gabes, Gabes Univ., Gabes, Tunisia
Abstract :
Wireless Sensor Networks (WSN) can experience faults during deployment either due to its hardware malfunctioning or software failure or even harsh environmental factors. This results into presence of anomalies in their time-series collected data. So, these anomalies demand for reliable detection strategies to support in long term and/or in large scale WSN deployments. These data of physical variables are transmitted continuously to a repository for further processing of information as data stream. centralized fault detection based on centralized approach has become an emerging technology for building scalable and energy balanced applications for WSN. In our work, we try to implement the Distributed Fault Detection (DFD) algorithm in a central unit named SOFREL S550 which represent the base station or the sink node and detects the suspicious nodes by exchanging heartbeat messages in active manner. By analyzing the collected heartbeat information, the unit finally identifies failed nodes according to a pre-defined failure detection rule.
Keywords :
environmental factors; time series; wireless sensor networks; DFD algorithm; SOFREL S550/WAVENIS unit; WSN; base station; data stream; distributed fault detection; environmental factors; failure detection; hardware malfunctioning; heartbeat messages; sink node; software failure; time-series; wireless sensor networks; Computational modeling; Irrigation; Modems; Monitoring; Silicon; Software; Wireless sensor networks; Centralized approach; Decentralized approach; Distributed Fault Detection; Wireless Sensor Network;
Conference_Titel :
Sciences and Techniques of Automatic Control and Computer Engineering (STA), 2014 15th International Conference on
DOI :
10.1109/STA.2014.7086771