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Handbook of Dynamic Data Driven Applications Systems

  • Erik Blasch
  • Sai Ravela
  • Alex Aved

Table of contents

  1. Front Matter
    Pages i-ix
  2. Erik Blasch, Dennis Bernstein, Murali Rangaswamy
    Pages 1-25
  3. Measurement-Aware: Data Assimilation, Uncertainty Quantification

    1. Front Matter
      Pages 27-27
    2. Hoong C. Yeong, Ryne Beeson, N. Sri Namachchivaya, Nicolas Perkowski, Peter W. Sauer
      Pages 47-73
    3. Richard Linares, Vivek Vittaldev, Humberto C. Godinez
      Pages 75-93
  4. Signals-Aware: Process Monitoring

    1. Front Matter
      Pages 95-95
    2. Sida Chen, Shigeru Imai, Wennan Zhu, Carlos A. Varela
      Pages 97-121
  5. Structures-Aware: Health Modeling

    1. Front Matter
      Pages 153-153
    2. A. Korobenko, M.-C. Hsu, Y. Bazilevs
      Pages 155-171
    3. R. Kania, A. Kebbie-Anthony, X. Zhao, S. Azarm, B. Balachandran
      Pages 193-211
  6. Environment-Aware: Earth, Biological, and Space Systems

    1. Front Matter
      Pages 213-213
    2. Haluk Damgacioglu, Emrah Celik, Chongli Yuan, Nurcin Celik
      Pages 233-252
    3. Xue Iuan Wong, Manoranjan Majji, Puneet Singla
      Pages 253-291
  7. Situation Aware: Tracking Methods

    1. Front Matter
      Pages 293-293
    2. Luca Carlone, Allan Axelrod, Sertac Karaman, Girish Chowdhary
      Pages 295-335
    3. Allan Axelrod, Luca Carlone, Girish Chowdhary, Sertac Karaman
      Pages 381-404
  8. Context-Aware: Coordinated Control

    1. Front Matter
      Pages 405-405
    2. Luis Francisco Combita, Jairo Alonso Giraldo, Alvaro A. Cardenas, Nicanor Quijano
      Pages 407-422
    3. Benjamin S. Cooper, Raghvendra V. Cowlagi
      Pages 445-464
  9. Energy-Aware: Power Systems

    1. Front Matter
      Pages 465-465
    2. Michael Hunter, Aradhya Biswas, Bhargava Chilukuri, Angshuman Guin, Richard Fujimoto, Randall Guensler et al.
      Pages 467-487
    3. Haluk Damgacioglu, Mehrad Bastani, Nurcin Celik
      Pages 489-504
    4. Antonia Nasiakou, Miltiadis Alamaniotis, Lefteri H. Tsoukalas, Manolis Vavalis
      Pages 505-526
  10. Process-Aware: Image and Video Coding

    1. Front Matter
      Pages 527-527
    2. Honglei Li, Yanzhou Liu, Kishan Sudusinghe, Jinsung Yoon, Erik Blasch, Mihaela van der Schaar et al.
      Pages 529-545
    3. Li Li, Zhu Li
      Pages 547-570
  11. Cyber-Aware: Security and Computing

    1. Front Matter
      Pages 587-587
    2. Yi Li, Shashank Shekhar, Yevgeniy Vorobeychik, Xenofon Koutsoukos, Aniruddha Gokhale
      Pages 589-614
    3. Li Xiong, Vaidy Sunderam, Liyue Fan, Slawomir Goryczka, Layla Pournajaf
      Pages 615-630
    4. Erik Blasch, Alex Aved, Shuvra S. Bhattacharyya
      Pages 631-651
  12. Systems-Aware: Design Methods

    1. Front Matter
      Pages 653-653
    2. Jing Peng, Peng Zhang
      Pages 655-676
    3. A. Korobenko, M. Pigazzini, X. Deng, Y. Bazilevs
      Pages 677-696
    4. Erik Blasch, Sai Ravela, Alex Aved
      Pages 723-731
  13. Back Matter
    Pages 733-750

About this book

Introduction

The Handbook of Dynamic 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.


Keywords

DDDAS Controls Instrumentation Big Data High performance computing Cyber physical systems UAVs data fusion feature fusion decision fusion information fusion Environmental Modeling Environmental Analysis Architectures Statistical modeling data assimilation

Editors and affiliations

  • Erik Blasch
    • 1
  • Sai Ravela
    • 2
  • Alex Aved
    • 3
  1. 1.Air Force Office of Scientific ResearchAir Force Research LaboratoryArlingtonUSA
  2. 2.Earth, Atmospheric and Planetary SciencesMassachusetts Institute of TechnologyCambridgeUSA
  3. 3.Information DirectorateAir Force Research LaboratoryRomeUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-95504-9
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-95503-2
  • Online ISBN 978-3-319-95504-9
  • Buy this book on publisher's site