Title :
A Fuzzy-Based Method for Selection of Actor Nodes in Wireless Sensor and Actor Networks
Author :
Kulla, E. ; Oda, T. ; Barolli, L.
Author_Institution :
Dept. of Inf. & Comput. Eng., Okayama Univ. of Sci., Okayama, Japan
Abstract :
A group of wireless devices with the ability to sense physical events (sensors) or/and to perform relatively complicated actions (actors), is referred to as Wireless Sensor and Actor Network (WSAN). In WSANs, sensors gather information about the physical events, while actors perform appropriate actions upon the environment, based on the sensed data shared by sensors. In order to provide effective sensing and acting, a distributed local coordination mechanism is necessary among sensors and actors. In this work, we focus on actor selection problem and implement a fuzzy-based system. The system decides whether the actor will be selected for the required job or not, based on data supplied by sensors and actual actor condition. We use three input parameters: Type of Required Action (TRA), Distance to Event (DE) and Remaining Power (RP). The output parameter is Actor Selection Decision (ASD). The simulation results show that the proposed system decides the actor selection in order to have short delays, low energy consumption and proper task assignment.
Keywords :
fuzzy set theory; wireless sensor networks; ASD; DE; RP; TRA; actor node selection; actor selection decision; actor selection problem; distance to event; distributed local coordination mechanism; fuzzy based method; fuzzy based system; remaining power; type of required action; wireless devices; wireless sensor and actor network; Monitoring; Real-time systems; Robot sensing systems; Simulation; Variable speed drives; Wireless communication; Wireless sensor networks; Actor Selection; Fully-Automated Architecture; Fuzzy; Sensor-Actor Coordination; WSAN;
Conference_Titel :
Broadband and Wireless Computing, Communication and Applications (BWCCA), 2014 Ninth International Conference on
Conference_Location :
Guangdong
Print_ISBN :
978-1-4799-4174-2
DOI :
10.1109/BWCCA.2014.37