ISOT: Distributed Selfish Node Detection in Internet of Things
سال انتشار: 1397
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 332
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شناسه ملی سند علمی:
JR_ITRC-10-3_003
تاریخ نمایه سازی: 23 بهمن 1399
چکیده مقاله:
Internet of Things (IOT) has prepared for a range of small sensors to popular laptops. Wireless communication in IOT systems assumes the nodes as a terminal as well as a router which can transmit the data packets. However, individual nodes may refuse to cooperate with others sometimes, leading to a selfish node behavior. The existence of selfish nodes degrades the network performance. This paper proposes to detect selfish nodes in IOT (DISOT) in three phases: Setup and Clustering phase which identifies and then clusters all the nodes in the network. The global phase which indicates whether a selfish node(s) exists in the clusters or not using the main cluster head and the cluster heads in each cluster must identify the selfish node(s) within the local phase. The proposed scheme is simulated by 2500 IOT nodes in the network and the results show that DISOT reduces end-to-end delay up to 41% and when the percentage of selfish nodes in the network does not exceed 35%, DISOT increases detection accuracy up to 10% and false positive rate decreases down to 5%.
کلیدواژه ها:
نویسندگان
Solmaz Nobahary
Department Computer Engineering Science and Research Branch, Islamic Azad University Tehran, Iran
Hossein Gharaee Garakani
ICT Research Institute ITRC Tehran, Iran
Ahmad Khademzadeh
ICT Research Institute ITRC Tehran, Iran
Amir Masoud Rahmani
Department of Computer Engineering Science and Research Branch, Islamic Azad University Tehran, Iran