Zero-effort technologies : considerations, challenges, and use in health, wellness, and rehabilitation /
This book introduces zero-effort technologies (ZETs), an emerging class of technologies that require little or no effort from the people who use them. ZETs use advanced computing techniques, such as computer vision, sensor fusion, decision-making and planning, machine learning, and the Internet of T...
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Main Authors: | |
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Group Author: | ; ; ; |
Published: |
Morgan & Claypool Publishers,
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Publisher Address: | San Rafael, California : |
Publication Dates: | [2018] |
Literature type: | Book |
Language: | English |
Edition: | Second edition. |
Series: |
Synthesis lectures on assistive, rehabilitative, and health-preserving technologies,
#12 |
Subjects: | |
Summary: |
This book introduces zero-effort technologies (ZETs), an emerging class of technologies that require little or no effort from the people who use them. ZETs use advanced computing techniques, such as computer vision, sensor fusion, decision-making and planning, machine learning, and the Internet of Things to autonomously perform the collection, analysis, and application of data about the user and/or his/her context. This book begins with an overview of ZETs, then presents concepts related to their development, including pervasive intelligent technologies and environments, design principles, a |
Carrier Form: | xiii, 118 pages : color illustrations ; 26 cm. |
Bibliography: | Includes bibliographical references (pages 101-116). |
ISBN: |
9781627057196 1627057196 9781681732862 1681732866 |
Index Number: | R859 |
CLC: | R319 |
Call Number: | R319/B674/2nd ed. |
Contents: |
1. Overview -- 2. Introduction to zero-effort technologies -- 2.1. What is a ZET? -- 2.2. Overview of pervasive computing -- 2.3. Overview of technology principles. 3. Designing ZETs -- 3.1. Users as collaborators -- 3.2. Common design paradigms -- 3.3. Ethical considerations regarding ZETs -- 3.4. Key design criteria for ZETs. 4. Building and evaluating ZETs -- 4.1. In silico testing -- 4.2. Benchtop trials -- 4.3. Actor simulations -- 4.4. Real-world trials. 5. Examples of ZETs -- 5.1. Areas of application -- 5.2. Overview and comparison of examples -- 5.3. The detect agitation aggression dementia (DAAD) multi-modal sensing network -- 5.4. Ambient vital signs (AVS) monitoring -- 5.5. Non-contact, vision-based, cardiopulmonary monitoring (VCPM) system -- 5.6. The COACH -- 5.7. Culinary assistant and environmental safety system -- 5.8. PEAT -- 5.9. Braze(Tm) obstacle detection systems -- 5.10. The HELPER -- 5.11. Ambient activity technologies -- 5.12. Autonomous assistive robots. 6. Challenges and future directions -- 6.1. Challenges to the Development of ZETs -- 6.2. Future challenges and considerations -- 7. Conclusions. |