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E-raamat: Wearable Sensors: Fundamentals, Implementation and Applications

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Edited by Edward Sazonov (Department of Electrical and Computer Engineering, University of Alabama, USA)

Formaat: PDF+DRM
Ilmumisaeg: 10-Nov-2020
Kirjastus: Academic Press Inc
Keel: eng
ISBN-13: 9780128192474

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Formaat: PDF+DRM
Ilmumisaeg: 10-Nov-2020
Kirjastus: Academic Press Inc
Keel: eng
ISBN-13: 9780128192474

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Wearable Sensors: Fundamentals, Implementation and Applications has been written by a collection of experts in their field, who each provide you with an understanding of how to design and work with wearable sensors. Together these insights provide the first single source of information on wearable sensors that would be a fantastic addition to the library of any engineers working in this field.

Wearable Sensors covers a wide variety of topics associated with development and applications of wearable sensors. It also provides an overview and a coherent summary of many aspects of wearable sensor technology. Both professionals in industries and academic researchers need this package of information in order to learn the overview and each specific technology at the same time. This book includes the most current knowledge on the advancement of light-weight hardware, energy harvesting, signal processing, and wireless communications and networks. Practical problems with smart fabrics, biomonitoring and health informatics are all addressed, plus end user centric design, ethical and safety issues. The new edition is completely reviewed by key figures in the field, who offer authoritative and comprehensive information on the various topics. A new feature for the second edition is the incorporation of key background information on topics to allow the less advanced user access to the field and to make the title more of an auto-didactic book for undergraduates.

Provides a full revision of the first edition, providing a comprehensive and up-to-date resource of all currently used wearable devices in an accessible and structured manner
Helps engineers manufacture wearable devices with information on current technologies, with a focus on end user needs and recycling requirements
This book provides a fully updated overview of the many aspects of wearable sensor technology in one single volume, enabling engineers and researchers to fully comprehend the field and to identify opportunities

Contributors

Introduction

1 Taxonomy and concepts of wearable sensors

1 Wearables: Fundamentals, advancements, and a roadmap for the future

Sungmee Park

Sundaresan Jayaraman

1 World of wearables (WOW)

(6)

2 Attributes of wearables

(4)

3 Textiles and clothing: The meta-wearable

(5)

4 Challenges and opportunities

(4)

5 The future of wearables: Defining the research roadmap

(3)

References

(4)

2 From wearables to implantables--clinical drive and technical challenges

Panagiotis Kassanos

Bruno Gil Rosa

Meysam Keshavarz

Guang-Zhong Yang

1 Introduction

(4)

2 Wearables

(9)

3 Implantables

(19)

4 Packaging, biocompatibility, and biodegradable materials

(9)

5 Conclusion

(1)

Acknowledgments

(1)

References

(14)

3 Wearing sensors inside and outside of the human body for the early detection of diseases

Yali Zheng

Yuqi Jiang

Ningqi Luo

Xiaorong Ding

Yuan Ting Zhang

Carmen C.Y. Poon

1 Introduction

(1)

2 Cardiovascular diseases

(6)

3 Neurological diseases

(2)

4 Gastrointestinal diseases

(5)

5 Conclusion

(1)

Acknowledgment

100

(1)

References

100

(8)

2 Sensors, Actuators, and low-power electronics

4 Soft mechanical and biochemical sensors

Amanda Koh

Vishesh Vikas

1 Mechanical sensors

108

(3)

2 Biochemical sensors

111

(4)

3 Tears

115

(4)

4 Saliva

119

(4)

5 Wound and interstitial fluids (WF and IF)

123

(3)

6 Summary and future directions

126

(1)

References

127

(6)

5 UHF epidermal sensors: Technology and applications

Sara Amendola

Cecilia Occhiuzzi

Carolina Miozzi

Simone Nappi

Francesco Amato

Francesca Camera

Gaetano Marrocco

1 Introduction

133

(2)

2 Rationale of UHF epidermal antennas

135

(5)

3 Examples of UHF epidermal antenna systems and manufacturing

140

(6)

4 Applications to healthcare

146

(5)

5 Applications to occupational medicine, wellness, sports

151

(4)

6 Safety issue

155

(1)

7 Future trends: Epidermal antennas for 5G systems

156

(2)

8 Conclusions

158

(1)

References

159

(5)

6 Low-power integrated circuits for wearable electrophysiology

Sohmyung Ha

Chul Kim

Hui Wang

Yu M. Chi

Patrick P. Mercier

Gert Cauwenberghs

1 Introduction

164

(1)

2 Biopotential signals and their characteristics

165

(1)

3 Electrode-body interface and electrode noise

165

(3)

4 Low-power analog circuit design techniques for biopotential recording

168

(15)

5 Low-power ADCs for biomedical applications

183

(3)

6 Low-power digital circuit design techniques

186

(1)

7 Architectural design for low-power biopotential acquisition

187

(2)

8 Low-power circuit examples

189

(6)

9 Conclusions

195

(1)

References

195

(6)

7 Wearable haptics

Yuichi Kurita

1 Introduction to haptic devices

201

(1)

2 The need for wearable haptic devices

201

(1)

3 Categories of wearable haptic and tactile display

202

(2)

4 Display of friction and weight illusions based on fingertip manipulation

204

(6)

5 A wearable sensorimotor enhancer

210

(6)

6 Conclusions

216

(1)

References

217

(6)

3 Smart fabrics

8 Knitted Electronic Textiles: From the Design to the Integration Process

Rita Paradiso

Laura Caldani

1 Introduction

223

(4)

2 Sensor design

227

(1)

3 Physiological basis and sensor placement

228

(5)

4 Electrical contacts and interconnections for smart garments

233

(3)

5 Textile integration and design of functional garments

236

(3)

6 Functional evaluation

239

(6)

7 Conclusions

245

(2)

References

247

(2)

9 Woven electronic textiles

Tomohiro Kuroda

Hideya Takahashi

Atsuji Masuda

1 Introduction

249

(2)

2 Textiles

251

(10)

3 Applications

261

(10)

4 Summary

271

(3)

References

274

(5)

4 Power and communications

10 Power and data communication in wearable and implantable devices

Panagiotis Kassanos

Bruno Gil Rosa

Meysam Keshavarz

Guang-Zhong Yang

1 Powering and data communication

279

(24)

2 Conclusion

303

(1)

Acknowledgments

303

(1)

References

303

(9)

11 Introduction to RF energy harvesting

Gustavo C. Martins

Andre L. Mansano

Mark Stoopman

Wouter A. Serdijn

1 RF energy harvesting fundamentals and practical limitations

312

(8)

2 Impedance mismatch, losses, and efficiency

320

(4)

3 Charge pump rectifier topologies

324

(4)

4 Effect of load and source variations

328

(3)

5 Antenna--rectifier co-design

331

(4)

6 Conclusions

335

(1)

Acknowledgments

335

(1)

References

335

(4)

5 Data analytics, signal processing, and machine learning

12 From wearables to THINKables: artificial intelligence-enabled sensors for health monitoring

Mahtab Mirmomeni

Timothy Fazio

Stefan von Cavallar

Stefan Harrer

1 Remote health monitoring using wearable sensors

339

(7)

2 From wearables to THINKables, Al-enabled sensors

346

(6)

3 Challenges of Al-enabled sensors in health

352

(1)

4 Summary and future directions

353

(1)

References

354

(3)

13 Data analytics for wearable IoT-based telemedicine

Nicholas Constant

Gozde Cay

Vignesh Ravichandran

Rassoul Diouf

Umer Akbar

Kunal Mankodiya

1 Introduction

357

(1)

2 The need and demand of wearable technologies in the society

358

(3)

3 Smart glove design

361

(4)

4 Signal processing pipeline: From sensor signals to classifications

365

(11)

5 Conclusions

376

(1)

Acknowledgment

376

(1)

References

377

(2)

14 Edge algorithms for wearables: an overview of a truly multi-disciplinary problem

Christopher Beach

Ertan Balaban

Alexander J. Casson

1 Introduction

379

(2)

2 Power consumption in a wearable device

381

(14)

3 What are edge algorithms for wearables?

395

(7)

4 Implementing edge algorithms for wearables

402

(8)

5 Conclusions

410

(1)

Author contributions statement

411

(1)

Additional information

411

(1)

Acknowledgments

411

(1)

References

411

(4)

15 Egocentric vision for lifestyle understanding

Estefania Talavera

Nicolai Petkov

Petia Radeva

1 Introduction

415

(2)

2 Background

417

(1)

3 Behavior understanding through the analysis egocentric photo-streams

418

(10)

4 Discussions

428

(2)

5 Conclusions

430

(1)

Acknowledgments

430

(1)

References

430

(5)

16 Transfer learning for wearable computers

Ali Akbari

Parastoo Alinia

Hassan Ghasemzadeh

Roozbeh Jafari

1 Introduction

435

(5)

2 Transfer learning under data constraint

440

(9)

3 Boosting accuracy in transfer learning

449

(7)

4 Concluding remark

456

(2)

References

458

(1)

Further reading

459

(4)

6 Applications

17 Wearables for Life in Space

Marco Di Rienzo

Sara Piccirillo

1 Introduction

463

(1)

2 Life aboard the ISS

464

(3)

3 Wearables for life in a protected environment

467

(9)

4 The extra vehicular activity in the space

476

(5)

5 Life on Moon and Mars

481

(3)

6 Conclusions

484

(1)

References

484

(3)

18 Applications of Optical Cardiovascular Monitoring

Mathieu Lemay

Mattia Bertschi

Josep Sola

Philippe Renevey

Elsa Genzoni

Martin Proenca

Damien Ferrario

Fabian Braun

Jakub Parak

Ilkka Korhonen

1 Introduction

487

(3)

2 Photoplethysmography basics

490

(10)

3 Applications

500

(12)

4 Conclusion and outlook

512

(1)

Acknowledgments

513

(1)

References

513

(6)

19 Wearable bioimpedance systems for home-care monitoring using BSNs

Mark Ulbrich

Markus Liiken

Jens Muhlsteff

Steffen Leonhardt

1 Introduction

519

(1)

2 Fundamentals

520

(9)

3 The IPANEMA BSN

529

(4)

4 Wearable bioimpedance systems

533

(5)

5 Summary and outlook

538

(1)

References

538

(3)

20 Detection and characterization of food intake by wearable sensors

Juan Manuel Fontana

Muhammad Farooq

Edward Sazonov

1 Introduction

541

(3)

2 Wearable sensors

544

(9)

3 Signal processing and pattern recognition methods for automatic detection of food intake

553

(6)

4 Methods for characterization of food intake

559

(5)

5 Applications

564

(2)

6 Summary and conclusions

566

(2)

References

568

(7)

21 Fatigue monitoring techniques using wearable systems

Todd J. Freeborn

1 Introduction

575

(1)

2 Fatigue contexts

576

(1)

3 Physiological mechanisms of fatigue

577

(2)

4 Methods for monitoring performance fatigue

579

(7)

5 Wearables for fatigue monitoring

586

(2)

6 Future outlook

588

(1)

References

589

(4)

22 Wearable and non-invasive assistive technologies

Maysam Ghovanloo

1 Assistive devices for individuals with severe paralysis

593

(7)

2 Why using tongue for wearable technology?

600

(1)

3 Wireless tracking of tongue motion

601

(2)

4 Wearable Tongue Drive System

603

(4)

5 Sensor signal processing algorithm

607

(2)

6 Multimodal Tongue Drive System

609

(5)

7 Clinical assessment

614

(8)

8 Future directions

622

(1)

References

623

(6)

Index

629

Edward Sazonov (IEEE M02, SM11) received the Diploma of Systems Engineer from Khabarovsk State University of Technology, Russia, in 1993 and the Ph.D. degree in Computer Engineering from West Virginia University, Morgantown, WV, in 2002. Currently he is a Professor in the Department of Electrical and Computer Engineering at the University of Alabama, Tuscaloosa, AL and the head of the Computer Laboratory of Ambient and Wearable Systems (http://claws.eng.ua.edu). His research interests span wearable devices, sensor-based behavioral informatics and methods of biomedical signal processing and pattern recognition. Devices developed in his laboratory include a wearable sensor for objective detection and characterization of food intake (AIM Automatic Ingestion Monitor); a highly accurate physical activity and gait monitor integrated into a shoe insole (SmartStep); a wearable sensor system for monitoring of cigarette smoking (PACT); and others. His research has been supported by the National Institutes of Health, National Science Foundation, National Academies of Science, as well as by state agencies, private industry and foundations. Dr. Sazonov serves as an Associate Editor for several journals, including IEEE, Frontiers and other publications

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