Secure Data Aggregation Using Fuzzy Logic in Wireless Sensor Networks
暫譯: 在無線感測器網路中使用模糊邏輯的安全數據聚合
Karuppiah, A. Babu, Shanmuganantham, M., Kannadhasan, S.
- 出版商: Independently Published
- 出版日期: 2020-07-20
- 售價: $1,350
- 貴賓價: 9.5 折 $1,283
- 語言: 英文
- 頁數: 66
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9798667972150
- ISBN-13: 9798667972150
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相關分類:
感測器 Sensor
海外代購書籍(需單獨結帳)
相關主題
商品描述
Wireless Sensor Networks have numerous nodes with limited energy in a particular area. One of the major issues in WSN is increasing the network life time. Secure data aggregation is a challenging task in Wireless Sensor Network. This issue needs to be overcome using efficient technique. An energy efficient scheme needs to be proposed to detect the shortest path for data transmission using fuzzy logic. The Sensor Nodes death frustrates and the problem gets aggravated if the cluster node fails. When a cluster node fails because of energy depletion an alternative cluster needs to be chosen for that particular region. In periodical time each sensor node in the cluster should possess the next cluster head re-election based on energy to avoid node failure. In this project a novel technique is proposed using Fuzzy to find the shortest path for data aggregation. It is shown that the proposed technique has improved the throughput with reduced packed drop and also less energy consumption in these networks. The technique is evaluated through NS2.
商品描述(中文翻譯)
無線感測器網路(Wireless Sensor Networks, WSN)在特定區域內擁有許多能量有限的節點。WSN 中的一個主要問題是延長網路的壽命。安全的數據聚合在無線感測器網路中是一項具有挑戰性的任務。這個問題需要透過有效的技術來克服。需要提出一個能量高效的方案,利用模糊邏輯(fuzzy logic)來檢測數據傳輸的最短路徑。當感測器節點失效時,會造成挫折,若集群節點失效,問題會更加惡化。當集群節點因能量耗盡而失效時,必須為該特定區域選擇一個替代集群。在定期的時間內,集群中的每個感測器節點應根據能量進行下一個集群負責人的重新選舉,以避免節點失效。在本專案中,提出了一種新技術,利用模糊邏輯來尋找數據聚合的最短路徑。研究顯示,所提出的技術改善了吞吐量,減少了封包丟失,並且在這些網路中也降低了能量消耗。該技術通過 NS2 進行評估。