Handbook of Dynamic Data Driven Applications Systems
暫譯: 動態數據驅動應用系統手冊
- 出版商: Springer
- 出版日期: 2018-11-22
- 售價: $10,020
- 貴賓價: 9.5 折 $9,519
- 語言: 英文
- 頁數: 750
- 裝訂: Hardcover
- ISBN: 3319955039
- ISBN-13: 9783319955032
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商品描述
The Handbook of Dynamic Data Driven Applications Systems establishes an authoritative reference of DDDAS, pioneered by Dr. Darema and the co-authors for researchers and practitioners developing DDDAS technologies.
Beginning with general concepts and history of the paradigm, the text provides 32 chapters by leading experts in10 application areas to enable an accurate understanding, analysis, and control of complex systems; be they natural, engineered, or societal:
- Earth and Space Data Assimilation
- Aircraft Systems Processing
- Structures Health Monitoring
- Biological Data Assessment
- Object and Activity Tracking
- Embedded Control and Coordination
- Energy-Aware Optimization
- Image and Video Computing
- Security and Policy Coding
- Systems Design
The authors explain how DDDAS unifies the computational and instrumentation aspects of an application system, extends the notion of Smart Computing to span from the high-end to the real-time data acquisition and control, and manages Big Data exploitation with high-dimensional model coordination.
商品描述(中文翻譯)
《動態數據驅動應用系統手冊》建立了一個權威的 DDDAS 參考資料,由 Dr. Darema 和共同作者為研究人員和實踐者開發 DDDAS 技術所開創。
本書從該範式的一般概念和歷史開始,提供了 32 章由領域內的專家撰寫,涵蓋 10 個應用領域,以便準確理解、分析和控制複雜系統,無論是自然系統、工程系統還是社會系統:
- 地球與太空數據同化
- 飛機系統處理
- 結構健康監測
- 生物數據評估
- 物體與活動追蹤
- 嵌入式控制與協調
- 能源感知優化
- 圖像與視頻計算
- 安全與政策編碼
- 系統設計
作者解釋了 DDDAS 如何統一應用系統的計算和儀器方面,擴展智能計算的概念,涵蓋從高端到實時數據獲取和控制,並以高維模型協調來管理大數據的利用。