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Springer Series in Adaptive Environments

Human Activity Sensing

Corpus and Applications

Editors: Kawaguchi, N., Nishio, N., Roggen, D., Inoue, S., Pirttikangas, S., Van Laerhoven, K. (Eds.)

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  • The first collection of best practices and methodologies for activity recognition, by some of the most experienced activity recognition experts
  • A community-based approach to assemble study results and data set collections from common human activities
  • Latest trends and challenge definitions in the area of context and activity recognition
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eBook 96,29 €
price for Spain (gross)
  • ISBN 978-3-030-13001-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
Softcover 88,39 €
price for Spain (gross)
About this book

Activity recognition has emerged as a challenging and high-impact research field, as over the past years smaller and more powerful sensors have been introduced in wide-spread consumer devices. Validation of techniques and algorithms requires large-scale human activity corpuses and improved methods to recognize activities and the contexts in which they occur. 

This book deals with the challenges of designing valid and reproducible experiments, running large-scale dataset collection campaigns, designing activity and context recognition methods that are robust and adaptive, and evaluating activity recognition systems in the real world with real users.


Table of contents (15 chapters)

Table of contents (15 chapters)
  • Optimizing of the Number and Placements of Wearable IMUs for Automatic Rehabilitation Recording

    Pages 3-15

    Komukai, Kohei (et al.)

  • Identifying Sensors via Statistical Analysis of Body-Worn Inertial Sensor Data

    Pages 17-28

    Scholl, Philipp M. (et al.)

  • Compensation Scheme for PDR Using Component-Wise Error Models

    Pages 29-46

    Nozaki, Junto (et al.)

  • Towards the Design and Evaluation of Robust Audio-Sensing Systems

    Pages 47-57

    Mathur, Akhil (et al.)

  • A Wi-Fi Positioning Method Considering Radio Attenuation of Human Body

    Pages 59-68

    Harada, Shohei (et al.)

Buy this book

eBook 96,29 €
price for Spain (gross)
  • ISBN 978-3-030-13001-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
Softcover 88,39 €
price for Spain (gross)
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Bibliographic Information

Bibliographic Information
Book Title
Human Activity Sensing
Book Subtitle
Corpus and Applications
Editors
  • Nobuo Kawaguchi
  • Nobuhiko Nishio
  • Daniel Roggen
  • Sozo Inoue
  • Susanna Pirttikangas
  • Kristof Van Laerhoven
Series Title
Springer Series in Adaptive Environments
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-13001-5
DOI
10.1007/978-3-030-13001-5
Hardcover ISBN
978-3-030-13000-8
Softcover ISBN
978-3-030-13003-9
Series ISSN
2522-5529
Edition Number
1
Number of Pages
XII, 250
Number of Illustrations
42 b/w illustrations, 98 illustrations in colour
Topics