Mobile Agent-Based Anomaly Detection and Verification System for Smart Home Sensor Networks
暫譯: 智慧家庭感測器網路的行動代理異常偵測與驗證系統

Muhammad Usman, Vallipuram Muthukkumarasamy, Xin-Wen Wu, Surraya Khanum

  • 出版商: Springer
  • 出版日期: 2018-02-12
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 139
  • 裝訂: Hardcover
  • ISBN: 9811074666
  • ISBN-13: 9789811074660
  • 相關分類: 感測器 Sensor
  • 海外代購書籍(需單獨結帳)

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商品描述

This book presents the latest developments regarding a detailed mobile agent-enabled anomaly detection and verification system for resource constrained sensor networks; a number of algorithms on multi-aspect anomaly detection in sensor networks; several algorithms on mobile agent transmission optimization in resource constrained sensor networks; an algorithm on mobile agent-enabled in situ verification of anomalous sensor nodes; a detailed Petri Net-based formal modeling and analysis of the proposed system, and an algorithm on fuzzy logic-based cross-layer anomaly detection and mobile agent transmission optimization. As such, it offers a comprehensive text for interested readers from academia and industry alike.

商品描述(中文翻譯)

本書介紹了針對資源受限的感測器網路,最新的移動代理啟用異常檢測與驗證系統的詳細發展;多方面異常檢測的多種演算法;資源受限感測器網路中移動代理傳輸優化的幾種演算法;一種針對異常感測器節點的移動代理啟用現場驗證的演算法;以及對所提系統的詳細基於 Petri 網的形式化建模與分析,還有一種基於模糊邏輯的跨層異常檢測與移動代理傳輸優化的演算法。因此,本書為學術界和業界的讀者提供了一本全面的參考資料。