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Ambient Assisted Living and Enhanced Living Environments - Principles, Technologies and Control
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Ambient Assisted Living and Enhanced Living Environments - Principles, Technologies and Control
von: Ciprian Dobre, Constandinos x Mavromoustakis, Nuno Garcia, Rossitza Ivanova Goleva, George Mastoraki
Elsevier Reference Monographs, 2016
ISBN: 9780128052822
554 Seiten, Download: 31084 KB
 
Format: EPUB, PDF
geeignet für: geeignet für alle DRM-fähigen eReader Apple iPad, Android Tablet PC's Apple iPod touch, iPhone und Android Smartphones Online-Lesen PC, MAC, Laptop

Typ: B (paralleler Zugriff)

 

 
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Inhaltsverzeichnis

  Front Cover 1  
  Ambient Assisted Living and Enhanced Living Environments 4  
  Copyright 5  
  Dedications 6  
  Contents 8  
  Contributors 14  
  Biographies 20  
  Preface 38  
      Introduction 38  
      The Overall Objective of the Book 39  
      Organization of the book 40  
      Acknowledgments 42  
  Glossary 44  
  Acronyms 46  
  1 Introduction to the AAL and ELE Systems 54  
     1.1 Introduction 54  
     1.2 AAL/ELE Systems and Applications 57  
     1.3 A Vision for Ambient Assisted Living 60  
     1.4 Challenges and Research Opportunities 64  
     1.5 Conclusions 67  
      References 68  
  2 Implanted Wireless Body Area Networks: Energy Management, Specific Absorption Rate and Safety Aspects 70  
     2.1 Introduction to WBAN 70  
        2.1.1 Overview 70  
        2.1.2 Background 71  
     2.2 Applications of WBAN 71  
     2.3 Use of Ultra Wideband (UWB) in WBAN Applications 72  
        2.3.1 Technology 73  
        2.3.2 Effects of IR-UWB on Human Body 74  
     2.4 Design of Implanted Sensor Nodes 74  
        2.4.1 Components of Sensor Node 74  
        2.4.2 Design Challenges 76  
     2.5 Implant Power Constraints and Battery Considerations 76  
        2.5.1 Energy Harvesting 77  
     2.6 Energy Management 78  
        2.6.1 Issues 78  
        2.6.2 Solutions 79  
     2.7 Specific Absorption Rate (SAR) and Safety Aspects 80  
     2.8 Energy Efficient Routing in WBAN 81  
        2.8.1 How BAN Routing Is Different from Conventional Routing Algorithm 82  
        2.8.2 Challenges in Designing Energy Efficient Routing Algorithm for WBAN 82  
     2.9 Adaptive Thermal-Aware Energy Efficient Routing 83  
        2.9.1 WBAN Routing Constraints 84  
        2.9.2 Issues with Adaptive Thermal Aware Routing Protocols 84  
     2.10 Conclusion 85  
      References 86  
  3 Energy Efficient Communication in Ambient Assisted Living 90  
     3.1 Introduction/Motivation 90  
     3.2 Background and Related Work 93  
        3.2.1 Energy Efficient Architectures 93  
        3.2.2 Energy Efficient Protocols 97  
     3.3 Problem Description 99  
     3.4 Experimental Results 103  
        3.4.1 Simulation Setup 103  
        3.4.2 Simulation Results and Discussion 104  
     3.5 Summary 110  
      Acknowledgement 111  
      References 111  
  4 The Human Factor in the Design of Successful Ambient Assisted Living Technologies 114  
     4.1 Introduction 114  
     4.2 The Human Centric Approach 115  
        4.2.1 The User Driven Design 116  
     4.3 Information and Communication Technologies in AAL 125  
     4.4 Technology and Users in AAL: Practical Experiences 132  
     4.5 Lessons Learned 137  
     4.6 Conclusion 138  
      Acknowledgement 138  
      References 138  
  5 Matching Requirements for Ambient Assisted Living and Enhanced Living Environments with Networking Technologies 144  
     5.1 Introduction 144  
     5.2 Classification of AAL/ELE Domains and Applications 145  
        5.2.1 Involved Domains and Key Attributes 149  
        5.2.2 Closed Loop Healthcare as Typical AAL/ELE Application 152  
     5.3 Communication Services to Support AAL/ELE Infrastructure 154  
     5.4 Requirements of AAL/ELE Applications 156  
        Requirement 1 (SLA): AAL/ELE Need Dedicated Service Level Agreements (SLA) Between Actors and Network Service Provider 157  
        Requirement 2 (Costs): Low Upfront Infrastructure Investments for the User's Premises Equipment 158  
        Requirement 3 (Usability): Intuitive User Interfaces, Enhanced Usability Due to Self-* Capabilities and Easy Operation/Configuration of the Service 159  
        Requirement 4 (Security): Privacy and Data Security to Implement Different Security Levels for AAL/ELE Services 159  
        Requirement 5 (Sensor Interoperability): Sensors - Interoperability for Data Collection 159  
        Requirement 6 (Data Characteristics): Sensors - Data Transmission Characteristics 160  
        Requirement 7 (Application Interoperability): Interoperability at Application Level Between Sensor Devices and Back End Systems 160  
     5.5 Networking Technologies and Their Impact on the AAL/ELE Requirements 161  
        Drawbacks of Current Networking Infrastructures 161  
        Dynamic Software Frameworks (DSFs) to Support AAL/ELE 163  
        Network Virtualization 165  
        Software-Defined Networking 166  
        Application-Aware Networking 168  
        Cloudification/Network Function Virtualization (NFV) 169  
     5.6 Key Derivations 170  
     5.7 Conclusion 171  
      Acknowledgements 171  
      References 171  
  6 Recent Advances in Remote Assisted Medical Operations 176  
     6.1 Introduction 176  
     6.2 The Development and Historical Background of Current Systems 177  
     6.3 Telepresence and Telesurgery 179  
     6.4 Telesurgery in Extreme Environments 183  
        6.4.1 Remote Surgery in Space and Beyond 184  
        6.4.2 Bringing the Operating Table to the Battlefield 187  
     6.5 The Ethical and Legal Considerations of Telepresence 190  
     6.6 Is Robotic Surgery Viable? - Advantages, Disadvantages and Future Directions 192  
     6.7 Robotic Surgery as a Training Tool 194  
     6.8 Conclusion 196  
      Acknowledgements 196  
      References 197  
  7 Cloud Based Smart Living System Prototype 200  
     7.1 Introduction 200  
     7.2 State of the Art 203  
        7.2.1 Assistive Technology Architectures 203  
        7.2.2 Assistive E-medical Services 204  
        7.2.3 Wireless Sensor Networks Related Systems 205  
        7.2.4 Smart Home and Health Monitoring Systems 207  
     7.3 General Architecture of a System for Assisted Living 208  
        7.3.1 Data Retrieval in AAL Systems 208  
        7.3.2 Data Processing in AAL Systems 209  
        7.3.3 Logical Architecture of a System for Assisted Living 211  
        7.3.4 Physical Architecture of AAL System 212  
        7.3.5 Security Issues 213  
        7.3.6 Validity of Information 214  
        7.3.7 Cloud Implementation 214  
        7.3.8 Information Integration Aspects 216  
     7.4 Use-Case Scenarios 217  
     7.5 Conclusions 219  
      Acknowledgements 220  
      References 220  
  8 AAL and ELE Platform Architecture 224  
     8.1 Introduction 224  
     8.2 State of the Art 226  
     8.3 AAL/ELE Services 228  
     8.4 Requirements Analysis 230  
     8.5 Hierarchical Model Design 236  
     8.6 Sensor Networks. Dew, Fog and Cloud Computing 239  
     8.7 Traffic Patterns, QoS and QoE Requirements 242  
     8.8 Applied Technologies 245  
     8.9 Implementations, Use-Case Scenarios 249  
     8.10 Conclusion and Future Work 253  
      Acknowledgements 254  
      References 254  
  9 Developing Embedded Platforms for Ambient Assisted Living 264  
     9.1 Introduction 264  
     9.2 Ongoing Research 266  
     9.3 Ambient Assisted Living Challenges and Applications 268  
     9.4 Proposal Approach 270  
        9.4.1 Sensors and Data Acquisition Systems 271  
        9.4.2 Platforms 272  
        9.4.3 Connectivity 273  
        9.4.4 System Architecture 274  
     9.5 Implementation and Evaluation 276  
        9.5.1 Home Automation 277  
        9.5.2 Health System 283  
        9.5.3 Fixed and Mobile Nodes 284  
     9.6 Design Considerations 287  
     9.7 Conclusion 296  
      References 296  
  10 Wearable Electronics for Elderly Health Monitoring and Active Living 300  
     10.1 Introduction 300  
        10.1.1 Scientific Perspective 302  
        10.1.2 Future Market perspective 303  
     10.2 Background 304  
     10.3 Health Monitoring by Using Wearable Devices 306  
        10.3.1 Definitions 306  
        10.3.2 Physiological Parameters Monitoring 307  
        10.3.3 Solution Analysis for Elderly Healthcare Monitoring 309  
        10.3.4 Wearable Electronic Devices Integrated in Garment 310  
     10.4 Software System Architecture 313  
     10.5 Conclusions 318  
     10.6 Future Work 321  
      Acknowledgements 321  
      References 321  
  11 Cloud-Oriented Domain for AAL 324  
     11.1 IoT and Cloud Computing in AAL 324  
     11.2 What IoT Cloud Systems Have to Offer 326  
        11.2.1 Features of IoT 326  
        11.2.2 Features of Cloud Computing 326  
        11.2.3 Remote Monitoring (Telemonitoring) 328  
     11.3 Wearable Technology in AAL 332  
        11.3.1 Wireless Body Area Network 332  
        11.3.2 IoT Cloud Systems in WBANs 333  
        11.3.3 Influence of Wearable Technology 334  
     11.4 Challenges and Issues of IoT Cloud Systems in AAL 334  
        11.4.1 Security and Privacy 335  
        11.4.2 Large Datasets and Device Interoperability 336  
      References 336  
  12 Adaptive Workspace Interface for Facilitating the Knowledge Transfer from Retired Elders to Start-up Companies 340  
     12.1 Introduction 340  
     12.2 Related Work 343  
     12.3 Adaptive Workspace Architecture 345  
     12.4 Workspace Adaptation Features 346  
     12.5 Sensor Data Collection and Limitations Profile 348  
     12.6 Adaptation Decision Making 352  
     12.7 Usage Scenario and Results 354  
     12.8 Conclusions 358  
      Acknowledgements 360  
      References 360  
  13 Telemonitoring as a Core Component to Enforce Remote Biofeedback Control Systems 364  
     13.1 Introduction 364  
     13.2 Background 367  
        13.2.1 Dynamic Systems Control 367  
        13.2.2 Conceptual Maps 370  
     13.3 Telemonitoring State-of-the-Art 370  
        13.3.1 Telemonitoring Applications 371  
        13.3.2 Limitations and Opportunities 382  
     13.4 Remote Biofeedback Control Systems: Ontological Design 387  
        13.4.1 Concepts and Relationships 387  
        13.4.2 Conceptual Mapping 388  
     13.5 Discussion 390  
        13.5.1 Technological Constraints 390  
        13.5.2 Ethical & Social Aspects 390  
     13.6 Conclusions and Future Work 391  
      Acknowledgements 392  
      References 392  
  14 The Role of Smart Homes in Intelligent Homecare and Healthcare Environments 398  
     14.1 Introduction 398  
     14.2 The Smart Home Concept 399  
     14.3 Telehealth Scenario in Smart Home 401  
        14.3.1 Telecare 402  
        14.3.2 Telemedicine 404  
        14.3.3 Monitoring in Telehealth Scenarios 405  
     14.4 Telehealth in Smart Home: Main Components 405  
     14.5 Middleware Tools 408  
     14.6 Home Automation Technologies and Sensors 409  
        14.6.1 System Elements 410  
        14.6.2 Transmission Media 412  
        14.6.3 Network Topology 414  
        14.6.4 Open, Proprietary or Heterogeneous System 415  
        14.6.5 Popular Home Automation Technologies 415  
        14.6.6 Sensors 415  
     14.7 Acquisition Context 419  
     14.8 Knowledge Base 420  
        14.8.1 Context Definition 421  
        14.8.2 Context Modeling and Reasoning 423  
     14.9 Reasoning 428  
     14.10 Learning 429  
     14.11 Big Data, Cloud Computing and the Internet of Things 431  
     14.12 Challenges 434  
     14.13 Conclusion 440  
      Acknowledgements 441  
      References 441  
  15 Visual Information-Based Activity Recognition and Fall Detection for Assisted Living and eHealthCare 448  
     15.1 Introduction 448  
     15.2 Existing Methods on Visual Activity Recognition for Assisted Living 450  
     15.3 Visual Activity Recognition Using Manifold-Based Approaches 452  
        15.3.1 Riemannian Geometry 452  
        15.3.2 Activity Recognition Methods by Exploiting Riemannian Manifolds 455  
     15.4 Experimental Results 463  
        15.4.1 Publicly Available Datasets for Visual Activity Recognition 463  
        15.4.2 Results and Comparisons 468  
     15.5 Discussion 472  
     15.6 Conclusion 473  
      References 473  
  16 End-Users Testing of Enhanced Living Environment Platform and Services 480  
     16.1 Introduction 480  
     16.2 State of the Art and Living Labs Experience 481  
     16.3 AALaaS and ELEaaS Platform 482  
     16.4 Stakeholders as Testers 484  
     16.5 Platform and Application Testing 486  
     16.6 Conclusion and Future Work 489  
      Acknowledgement 490  
      References 490  
  17 M2M Communications and Their Role in AAL 494  
     17.1 Introduction 494  
     17.2 M2M Communications and Architectures 495  
        17.2.1 M2M Architectures 497  
        17.2.2 Characteristics of M2M Applications 508  
     17.3 M2M as an Enabling Technology for AAL - State of the Art 510  
        17.3.1 The Role of M2M as an Enabling Technology for eHealthcare Applications 510  
        17.3.2 The Concept of Ambient Assisted Living 514  
        17.3.3 M2M Based Applications for AAL - State of the Art 516  
     17.4 Conclusion 534  
      References 537  
  Index 542  
  Back Cover 554  


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