Distributed Data Fusion for Network-Centric Operations (Hardcover)
暫譯: 網絡中心操作的分佈式數據融合 (精裝版)

David Hall, Chee-Yee Chong, James Llinas, Martin Liggins II

  • 出版商: CRC
  • 出版日期: 2021-07-05
  • 售價: $6,980
  • 貴賓價: 9.5$6,631
  • 語言: 英文
  • 頁數: 498
  • 裝訂: Hardcover
  • ISBN: 1439858306
  • ISBN-13: 9781439858301
  • 立即出貨 (庫存=1)

商品描述

With the recent proliferation of service-oriented architectures (SOA), cloud computing technologies, and distributed-interconnected systems, distributed fusion is taking on a larger role in a variety of applications—from environmental monitoring and crisis management to intelligent buildings and defense. Drawing on the work of leading experts around the world, Distributed Data Fusion for Network-Centric Operations examines the state of the art of data fusion in a distributed sensing, communications, and computing environment.

Get Insight into Designing and Implementing Data Fusion in a Distributed Network

Addressing the entirety of information fusion, the contributors cover everything from signal and image processing, through estimation, to situation awareness. In particular, the work offers a timely look at the issues and solutions involving fusion within a distributed network enterprise. These include critical design problems, such as how to maintain a pedigree of agents or nodes that receive information, provide their contribution to the dataset, and pass to other network components. The book also tackles dynamic data sharing within a network-centric enterprise, distributed fusion effects on state estimation, graph-theoretic methods to optimize fusion performance, human engineering factors, and computer ontologies for higher levels of situation assessment.

A comprehensive introduction to this emerging field and its challenges, the book explores how data fusion can be used within grid, distributed, and cloud computing architectures. Bringing together both theoretical and applied research perspectives, this is a valuable reference for fusion researchers and practitioners. It offers guidance and insight for those working on the complex issues of designing and implementing distributed, decentralized information fusion.

商品描述(中文翻譯)

隨著服務導向架構(SOA)、雲端計算技術和分散式互聯系統的迅速普及,分散式融合在各種應用中扮演著越來越重要的角色——從環境監測和危機管理到智慧建築和國防。這本書《Distributed Data Fusion for Network-Centric Operations》基於全球領先專家的研究,探討了在分散式感測、通信和計算環境中數據融合的最新技術。

**深入了解在分散式網絡中設計和實施數據融合**

本書涵蓋了信息融合的所有方面,貢獻者們從信號和影像處理、估計到情境感知,無所不包。特別是,這本書及時地探討了在分散式網絡企業中涉及融合的問題和解決方案。這些包括關鍵的設計問題,例如如何維護接收信息的代理或節點的來源,提供其對數據集的貢獻,並傳遞給其他網絡組件。本書還探討了在網絡中心企業中動態數據共享、分散式融合對狀態估計的影響、優化融合性能的圖論方法、人因工程因素,以及用於更高層次情境評估的計算本體。

作為對這一新興領域及其挑戰的全面介紹,本書探討了如何在網格、分散式和雲端計算架構中使用數據融合。結合理論和應用研究的視角,這是融合研究人員和實踐者的重要參考資料。它為那些在設計和實施分散式、去中心化信息融合的複雜問題上工作的人提供了指導和見解。