Author: Peter Wide
Publisher:
ISBN: 9789178718139
Category :
Languages : en
Pages : 95

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Book Description

Author: Peter Wide
Publisher: CRC Press
ISBN: 981424158X
Category : Science
Languages : en
Pages : 226

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Book Description
As the elderly population increases, the importance of creating sophisticated information support to humans with limited sensing performance has also grown. This book discusses human and artificial sensing in conjunction with human perception capabilities (auditory, taste, smell, vision, and touch). It also discusses the fusion of this sensing information to find answers to questions such as how we can increase our human "fuzzy" decision capability (perception). The book presents intelligent new technologies that can enhance the natural sensing, perception, and mobility abilities of humans, allowing them to have healthier, more productive, safer lives.

Author: Mohammad Ilyas
Publisher: CRC Press
ISBN: 0203489632
Category : Computers
Languages : en
Pages : 864

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Book Description
As the field of communications networks continues to evolve, the challenging area of wireless sensor networks is rapidly coming of age. Recent advances have made it possible to make sensor components more compact, robust, and energy efficient than ever, earning the idiosyncratic alias ofSmart Dust. Production has also improved, yielding larger,

Author: Muhammad Adeel Nisar
Publisher: Logos Verlag Berlin GmbH
ISBN: 3832555714
Category : Computers
Languages : en
Pages : 161

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Book Description
The average age of people has increased due to advances in health sciences, which has led to an increase in the elderly population. This is positive news, but it also raises questions about the quality of independent living for older people. Clinicians use Activities of Daily Living (ADLs) to assess older people's ability to live independently. In recent years, portable computing devices have become more present in our daily lives. Therefore, a software system that can detect ADLs based on sensor data collected from wearable devices is beneficial for detecting health problems and supporting health care. In this context, this book presents several machine learning-based approaches for human activity recognition (HAR) using time-series data collected by wearable sensors in the home environment. In the first part of the book, machine learning-based approaches for atomic activity recognition are presented, which are relatively simple and short-term activities. In the second part, the algorithms for detecting long-term and complex ADLs are presented. In this part, a two-stage recognition framework is also presented, as well as an online recognition system for continuous monitoring of HAR. In the third and final part, a novel approach is proposed that not only solves the problem of data scarcity but also improves the performance of HAR by implementing multitask learning-based methods. The proposed approach simultaneously trains the models of short- and long-term activities, regardless of their temporal scale. The results show that the proposed approach improves classification performance compared to single-task learning.

Author: Md Atiqur Rahman Ahad
Publisher: Springer Nature
ISBN: 3030513793
Category : Computers
Languages : en
Pages : 214

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Book Description
This book offer clear descriptions of the basic structure for the recognition and classification of human activities using different types of sensor module and smart devices in e.g. healthcare, education, monitoring the elderly, daily human behavior, and fitness monitoring. In addition, the complexities, challenges, and design issues involved in data collection, processing, and other fundamental stages along with datasets, methods, etc., are discussed in detail. The book offers a valuable resource for readers in the fields of pattern recognition, human–computer interaction, and the Internet of Things.

Author: Margaret A. Ryan
Publisher: Springer Science & Business Media
ISBN: 0387737154
Category : Science
Languages : en
Pages : 327

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Book Description
Chemical vapor sensing arrays have grown in popularity over the past two decades, finding applications for tasks such as process control, environmental monitoring, and medical diagnosis. This is the first in-depth analysis of the process of choosing materials and components for these "electronic noses", with special emphasis on computational methods. For a view of component selection with an experimental perspective, readers may refer to the complementary volume of Integrated Microanalytical Systems entitled "Combinatorial Methodologies for Sensor Materials."

Author: Clarence W. de Silva
Publisher: CRC Press
ISBN: 149871627X
Category : Technology & Engineering
Languages : en
Pages : 655

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Book Description
This book covers sensors and multiple sensor systems, including sensor networks and multi-sensor data fusion. It presents the physics and principles of operation and discusses sensor selection, ratings and performance specifications, necessary hardware and software for integration into an engineering system and signal processing and data analysis. Additionally, it discusses parameter estimation, decision making and practical applications. Even though the book has all the features of a course textbook, it also contains a wealth of practical information on the subject.

Author: Chris Leadbetter
Publisher: Cambridge University Press
ISBN: 0521186625
Category : Computers
Languages : en
Pages : 445

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Book Description
Written for the AS/A-Level Computing syllabus, this coursebook follows the bullet points of the syllabus chronologically.

Author: Paolo Spagnolo
Publisher: Springer
ISBN: 3319108077
Category : Computers
Languages : en
Pages : 463

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Book Description
This book provides a broad overview of both the technical challenges in sensor network development, and the real-world applications of distributed sensing. Important aspects of distributed computing in large-scale networked sensor systems are analyzed in the context of human behavior understanding, including topics on systems design tools and techniques. Additionally, the book examines a varied range of applications. Features: contains valuable contributions from an international selection of leading experts in the field; presents a high-level introduction to the aims and motivations underpinning distributed sensing; describes decision-making algorithms in the presence of complex sensor networks; provides a detailed analysis of the design, implementation, and development of a distributed network of homogeneous or heterogeneous sensors; reviews the application of distributed sensing to human behavior understanding and autonomous intelligent vehicles; includes a helpful glossary and a list of acronyms.

Author: Ciza Thomas
Publisher: BoD – Books on Demand
ISBN: 9533074469
Category : Computers
Languages : en
Pages : 242

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Book Description
Sensor Fusion - Foundation and Applications comprehensively covers the foundation and applications of sensor fusion. This book provides some novel ideas, theories, and solutions related to the research areas in the field of sensor fusion. The book explores some of the latest practices and research works in the area of sensor fusion. The book contains chapters with different methods of sensor fusion for different engineering as well as non-engineering applications. Advanced applications of sensor fusion in the areas of mobile robots, automatic vehicles, airborne threats, agriculture, medical field and intrusion detection are covered in this book. Sufficient evidences and analyses have been provided in the chapter to show the effectiveness of sensor fusion in various applications. This book would serve as an invaluable reference for professionals involved in various applications of sensor fusion.