Multisensor Data Fusion: From Algorithms and Architectural Design to Applications (Hardcover)

Multisensor Data Fusion: From Algorithms and Architectural Design to Applications covers the contemporary theory and practice of multisensor data fusion, from fundamental concepts to cutting-edge techniques drawn from a broad array of disciplines. Featuring contributions from the world’s leading data fusion researchers and academicians, this authoritative book:

• Presents state-of-the-art advances in the design of multisensor data fusion algorithms, addressing issues related to the nature, location, and computational ability of the sensors
• Describes new materials and achievements in optimal fusion and multisensor filters
• Discusses the advantages and challenges associated with multisensor data fusion, from extended spatial and temporal coverage to imperfection and diversity in sensor technologies
• Explores the topology, communication structure, computational resources, fusion level, goals, and optimization of multisensor data fusion system architectures
• Showcases applications of multisensor data fusion in fields such as medicine, transportation's traffic, defense, and navigation

Multisensor Data Fusion: From Algorithms and Architectural Design to Applications is a robust collection of modern multisensor data fusion methodologies. The book instills a deeper understanding of the basics of multisensor data fusion as well as a practical knowledge of the problems that can be faced during its execution.

《多感測器資料融合：從演算法和架構設計到應用》涵蓋了當代多感測器資料融合的理論和實踐，從基本概念到從各個學科中提取的尖端技術。本書由世界領先的資料融合研究人員和學者貢獻，具有權威性。本書具有以下特點：

- 提出了多感測器資料融合演算法設計的最新進展，解決了與感測器的性質、位置和計算能力相關的問題。
- 描述了最佳融合和多感測器濾波器的新材料和成果。
- 討論了多感測器資料融合的優勢和挑戰，從擴展的空間和時間覆蓋到感測器技術的不完美和多樣性。
- 探討了多感測器資料融合系統架構的拓撲、通信結構、計算資源、融合層級、目標和優化。
- 展示了多感測器資料融合在醫學、交通運輸、國防和導航等領域的應用。

《多感測器資料融合：從演算法和架構設計到應用》是一本現代多感測器資料融合方法的強大集合。本書深入介紹了多感測器資料融合的基礎知識，並提供了在執行過程中可能遇到的問題的實用知識。