Wellness Protocol for Smart Homes: An Integrated Framework for Ambient Assisted Living (Smart Sensors, Measurement and Instrumentation)
暫譯: 智慧家庭健康協議:環境輔助生活的整合框架(智慧感測器、測量與儀器)

Hemant Ghayvat, Subhas Chandra Mukhopadhyay

  • 出版商: Springer
  • 出版日期: 2017-01-12
  • 售價: $5,260
  • 貴賓價: 9.5$4,997
  • 語言: 英文
  • 頁數: 160
  • 裝訂: Hardcover
  • ISBN: 3319520474
  • ISBN-13: 9783319520476
  • 相關分類: 感測器 Sensor
  • 海外代購書籍(需單獨結帳)

商品描述

This book focuses on the development of wellness protocols for smart home monitoring, aiming to forecast the wellness of individuals living in ambient assisted living (AAL) environments. It describes in detail the design and implementation of heterogeneous wireless sensors and networks as applied to data mining and machine learning, which the protocols are based on. Further, it shows how these sensor and actuator nodes are deployed in the home environment, generating real-time data on object usage and other movements inside the home, and therefore demonstrates that the protocols have proven to offer a reliable, efficient, flexible, and economical solution for smart home systems.

Documenting the approach from sensor to decision making and information generation, the book addresses various issues concerning interference mitigation, errors, security and large data handling. As such, it offers a valuable resource for researchers, students and practitioners interested in interdisciplinary studies at the intersection of wireless sensing processing, radio communication, the Internet of Things and machine learning, and in how they can be applied to smart home monitoring and assisted living environments.

商品描述(中文翻譯)

本書專注於為智慧家庭監控開發健康協議,旨在預測居住在環境輔助生活(AAL)環境中的個體健康狀況。書中詳細描述了異質無線感測器和網路的設計與實作,這些協議正是基於此技術。此外,書中展示了這些感測器和執行器節點如何在家庭環境中部署,生成有關物品使用和其他家庭內部動作的即時數據,因此證明這些協議提供了一個可靠、高效、靈活且經濟的智慧家庭系統解決方案。

本書記錄了從感測器到決策和信息生成的過程,並探討了干擾緩解、錯誤、安全性和大數據處理等各種問題。因此,它為對無線感測處理、無線電通信、物聯網和機器學習交叉學科研究感興趣的研究人員、學生和實務工作者提供了寶貴的資源,並探討了這些技術如何應用於智慧家庭監控和輔助生活環境。

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