Intelligent IoT for the digital world: incorporating 5G communications and fog/edge computing technologies
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hoboken, NJ
Wiley
2021
|
| Subjects: | |
| Online Access: | DE-1050 DE-573 Volltext |
| Physical Description: | 1 Online-Ressource (xxi, 313 Seiten) |
| ISBN: | 9781119593553 9781119593584 9781119593560 |
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| 505 | 8 | |a Cover -- Title Page -- Copyright -- Contents -- Preface -- Acknowledgments -- Acronyms -- Chapter 1 IoT Technologies and Applications -- 1.1 Introduction -- 1.2 Traditional IoT Technologies -- 1.2.1 Traditional IoT System Architecture -- 1.2.1.1 Sensing Layer -- 1.2.1.2 Network Layer -- 1.2.1.3 Application Layer -- 1.2.2 IoT Connectivity Technologies and Protocols -- 1.2.2.1 Low-power and Short-range Connectivity Technologies -- 1.2.2.2 Low Data Rate and Wide-area Connectivity Technologies -- 1.2.2.3 Emerging IoT Connectivity Technologies and Protocols -- 1.3 Intelligent IoT Technologies | |
| 505 | 8 | |a 1.3.1 Data Collection Technologies -- 1.3.1.1 mmWave -- 1.3.1.2 Massive MIMO -- 1.3.1.3 Software Defined Networks -- 1.3.1.4 Network Slicing -- 1.3.1.5 Time Sensitive Network -- 1.3.1.6 Multi-user Access Control -- 1.3.1.7 Muti-hop Routing Protocol -- 1.3.2 Computing Power Network -- 1.3.2.1 Intelligent IoT Computing Architecture -- 1.3.2.2 Edge and Fog Computing -- 1.3.3 Intelligent Algorithms -- 1.3.3.1 Big Data -- 1.3.3.2 Artificial Intelligence -- 1.4 Typical Applications -- 1.4.1 Environmental Monitoring -- 1.4.2 Public Safety Surveillance -- 1.4.3 Military Communication | |
| 505 | 8 | |a 1.4.4 Intelligent Manufacturing and Interactive Design -- 1.4.5 Autonomous Driving and Vehicular Networks -- 1.5 Requirements and Challenges for Intelligent IoT Services -- 1.5.1 A Generic and Flexible Multi-tier Intelligence IoT Architecture -- 1.5.2 Lightweight Data Privacy Management in IoT Networks -- 1.5.3 Cross-domain Resource Management for Intelligent IoT Services -- 1.5.4 Optimization of Service Function Placement, QoS, and Multi-operator Network Sharing for Intelligent IoT Services -- 1.5.5 Data Time stamping and Clock Synchronization Services for Wide-area IoT Systems -- 1.6 Conclusion | |
| 505 | 8 | |a 2.3.1 Introduction and Background -- 2.3.1.1 Intelligent Industrial IoT -- 2.3.1.2 Edge Intelligence -- 2.3.1.3 Challenges -- 2.3.2 Boomerang Framework -- 2.3.2.1 Framework Overview -- 2.3.2.2 Prediction Model and Right-sizing Model -- 2.3.2.3 Boomerang Optimizer -- 2.3.2.4 Boomerang with DRL -- 2.3.3 Performance Evaluation -- 2.3.3.1 Emulation Environment -- 2.3.3.2 Evaluation Results -- 2.4 Fog-enabled Collaborative SLAM of Robot Swarm -- 2.4.1 Introduction and Background -- 2.4.2 A Fog-enabled Solution -- 2.4.2.1 System Architecture -- 2.4.2.2 Practical Implementation -- 2.5 Conclusion | |
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| contents | Cover -- Title Page -- Copyright -- Contents -- Preface -- Acknowledgments -- Acronyms -- Chapter 1 IoT Technologies and Applications -- 1.1 Introduction -- 1.2 Traditional IoT Technologies -- 1.2.1 Traditional IoT System Architecture -- 1.2.1.1 Sensing Layer -- 1.2.1.2 Network Layer -- 1.2.1.3 Application Layer -- 1.2.2 IoT Connectivity Technologies and Protocols -- 1.2.2.1 Low-power and Short-range Connectivity Technologies -- 1.2.2.2 Low Data Rate and Wide-area Connectivity Technologies -- 1.2.2.3 Emerging IoT Connectivity Technologies and Protocols -- 1.3 Intelligent IoT Technologies 1.3.1 Data Collection Technologies -- 1.3.1.1 mmWave -- 1.3.1.2 Massive MIMO -- 1.3.1.3 Software Defined Networks -- 1.3.1.4 Network Slicing -- 1.3.1.5 Time Sensitive Network -- 1.3.1.6 Multi-user Access Control -- 1.3.1.7 Muti-hop Routing Protocol -- 1.3.2 Computing Power Network -- 1.3.2.1 Intelligent IoT Computing Architecture -- 1.3.2.2 Edge and Fog Computing -- 1.3.3 Intelligent Algorithms -- 1.3.3.1 Big Data -- 1.3.3.2 Artificial Intelligence -- 1.4 Typical Applications -- 1.4.1 Environmental Monitoring -- 1.4.2 Public Safety Surveillance -- 1.4.3 Military Communication 1.4.4 Intelligent Manufacturing and Interactive Design -- 1.4.5 Autonomous Driving and Vehicular Networks -- 1.5 Requirements and Challenges for Intelligent IoT Services -- 1.5.1 A Generic and Flexible Multi-tier Intelligence IoT Architecture -- 1.5.2 Lightweight Data Privacy Management in IoT Networks -- 1.5.3 Cross-domain Resource Management for Intelligent IoT Services -- 1.5.4 Optimization of Service Function Placement, QoS, and Multi-operator Network Sharing for Intelligent IoT Services -- 1.5.5 Data Time stamping and Clock Synchronization Services for Wide-area IoT Systems -- 1.6 Conclusion 2.3.1 Introduction and Background -- 2.3.1.1 Intelligent Industrial IoT -- 2.3.1.2 Edge Intelligence -- 2.3.1.3 Challenges -- 2.3.2 Boomerang Framework -- 2.3.2.1 Framework Overview -- 2.3.2.2 Prediction Model and Right-sizing Model -- 2.3.2.3 Boomerang Optimizer -- 2.3.2.4 Boomerang with DRL -- 2.3.3 Performance Evaluation -- 2.3.3.1 Emulation Environment -- 2.3.3.2 Evaluation Results -- 2.4 Fog-enabled Collaborative SLAM of Robot Swarm -- 2.4.1 Introduction and Background -- 2.4.2 A Fog-enabled Solution -- 2.4.2.1 System Architecture -- 2.4.2.2 Practical Implementation -- 2.5 Conclusion |
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| discipline | Informatik |
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| index_date | 2024-07-03T17:25:19Z |
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| institution | BVB |
| isbn | 9781119593553 9781119593584 9781119593560 |
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| spelling | Yang, Yang Verfasser aut Intelligent IoT for the digital world incorporating 5G communications and fog/edge computing technologies Yang Yang (ShanghaiTech University and Peng Cheng Lab, China), Xu Chen (Sun Yat-sen University, China), Rui Tan (Nanyang Technological University, Singapore), Yong Xiao (Huazhong University of Science and Technology, China) Hoboken, NJ Wiley 2021 © 2021 1 Online-Ressource (xxi, 313 Seiten) txt rdacontent c rdamedia cr rdacarrier Cover -- Title Page -- Copyright -- Contents -- Preface -- Acknowledgments -- Acronyms -- Chapter 1 IoT Technologies and Applications -- 1.1 Introduction -- 1.2 Traditional IoT Technologies -- 1.2.1 Traditional IoT System Architecture -- 1.2.1.1 Sensing Layer -- 1.2.1.2 Network Layer -- 1.2.1.3 Application Layer -- 1.2.2 IoT Connectivity Technologies and Protocols -- 1.2.2.1 Low-power and Short-range Connectivity Technologies -- 1.2.2.2 Low Data Rate and Wide-area Connectivity Technologies -- 1.2.2.3 Emerging IoT Connectivity Technologies and Protocols -- 1.3 Intelligent IoT Technologies 1.3.1 Data Collection Technologies -- 1.3.1.1 mmWave -- 1.3.1.2 Massive MIMO -- 1.3.1.3 Software Defined Networks -- 1.3.1.4 Network Slicing -- 1.3.1.5 Time Sensitive Network -- 1.3.1.6 Multi-user Access Control -- 1.3.1.7 Muti-hop Routing Protocol -- 1.3.2 Computing Power Network -- 1.3.2.1 Intelligent IoT Computing Architecture -- 1.3.2.2 Edge and Fog Computing -- 1.3.3 Intelligent Algorithms -- 1.3.3.1 Big Data -- 1.3.3.2 Artificial Intelligence -- 1.4 Typical Applications -- 1.4.1 Environmental Monitoring -- 1.4.2 Public Safety Surveillance -- 1.4.3 Military Communication 1.4.4 Intelligent Manufacturing and Interactive Design -- 1.4.5 Autonomous Driving and Vehicular Networks -- 1.5 Requirements and Challenges for Intelligent IoT Services -- 1.5.1 A Generic and Flexible Multi-tier Intelligence IoT Architecture -- 1.5.2 Lightweight Data Privacy Management in IoT Networks -- 1.5.3 Cross-domain Resource Management for Intelligent IoT Services -- 1.5.4 Optimization of Service Function Placement, QoS, and Multi-operator Network Sharing for Intelligent IoT Services -- 1.5.5 Data Time stamping and Clock Synchronization Services for Wide-area IoT Systems -- 1.6 Conclusion 2.3.1 Introduction and Background -- 2.3.1.1 Intelligent Industrial IoT -- 2.3.1.2 Edge Intelligence -- 2.3.1.3 Challenges -- 2.3.2 Boomerang Framework -- 2.3.2.1 Framework Overview -- 2.3.2.2 Prediction Model and Right-sizing Model -- 2.3.2.3 Boomerang Optimizer -- 2.3.2.4 Boomerang with DRL -- 2.3.3 Performance Evaluation -- 2.3.3.1 Emulation Environment -- 2.3.3.2 Evaluation Results -- 2.4 Fog-enabled Collaborative SLAM of Robot Swarm -- 2.4.1 Introduction and Background -- 2.4.2 A Fog-enabled Solution -- 2.4.2.1 System Architecture -- 2.4.2.2 Practical Implementation -- 2.5 Conclusion Internet of things Internet of things fast Internet der Dinge (DE-588)7713781-4 gnd rswk-swf Internet der Dinge (DE-588)7713781-4 s DE-604 Chen, Xu Verfasser aut Tan, Rui Verfasser aut Xiao, Yong Verfasser aut Erscheint auch als Druck-Ausgabe, cloth 978-1-119-59354-6 https://ieeexplore.ieee.org/book/9427009 Aggregator URL des Erstveröffentlichers Volltext |
| spellingShingle | Yang, Yang Chen, Xu Tan, Rui Xiao, Yong Intelligent IoT for the digital world incorporating 5G communications and fog/edge computing technologies Cover -- Title Page -- Copyright -- Contents -- Preface -- Acknowledgments -- Acronyms -- Chapter 1 IoT Technologies and Applications -- 1.1 Introduction -- 1.2 Traditional IoT Technologies -- 1.2.1 Traditional IoT System Architecture -- 1.2.1.1 Sensing Layer -- 1.2.1.2 Network Layer -- 1.2.1.3 Application Layer -- 1.2.2 IoT Connectivity Technologies and Protocols -- 1.2.2.1 Low-power and Short-range Connectivity Technologies -- 1.2.2.2 Low Data Rate and Wide-area Connectivity Technologies -- 1.2.2.3 Emerging IoT Connectivity Technologies and Protocols -- 1.3 Intelligent IoT Technologies 1.3.1 Data Collection Technologies -- 1.3.1.1 mmWave -- 1.3.1.2 Massive MIMO -- 1.3.1.3 Software Defined Networks -- 1.3.1.4 Network Slicing -- 1.3.1.5 Time Sensitive Network -- 1.3.1.6 Multi-user Access Control -- 1.3.1.7 Muti-hop Routing Protocol -- 1.3.2 Computing Power Network -- 1.3.2.1 Intelligent IoT Computing Architecture -- 1.3.2.2 Edge and Fog Computing -- 1.3.3 Intelligent Algorithms -- 1.3.3.1 Big Data -- 1.3.3.2 Artificial Intelligence -- 1.4 Typical Applications -- 1.4.1 Environmental Monitoring -- 1.4.2 Public Safety Surveillance -- 1.4.3 Military Communication 1.4.4 Intelligent Manufacturing and Interactive Design -- 1.4.5 Autonomous Driving and Vehicular Networks -- 1.5 Requirements and Challenges for Intelligent IoT Services -- 1.5.1 A Generic and Flexible Multi-tier Intelligence IoT Architecture -- 1.5.2 Lightweight Data Privacy Management in IoT Networks -- 1.5.3 Cross-domain Resource Management for Intelligent IoT Services -- 1.5.4 Optimization of Service Function Placement, QoS, and Multi-operator Network Sharing for Intelligent IoT Services -- 1.5.5 Data Time stamping and Clock Synchronization Services for Wide-area IoT Systems -- 1.6 Conclusion 2.3.1 Introduction and Background -- 2.3.1.1 Intelligent Industrial IoT -- 2.3.1.2 Edge Intelligence -- 2.3.1.3 Challenges -- 2.3.2 Boomerang Framework -- 2.3.2.1 Framework Overview -- 2.3.2.2 Prediction Model and Right-sizing Model -- 2.3.2.3 Boomerang Optimizer -- 2.3.2.4 Boomerang with DRL -- 2.3.3 Performance Evaluation -- 2.3.3.1 Emulation Environment -- 2.3.3.2 Evaluation Results -- 2.4 Fog-enabled Collaborative SLAM of Robot Swarm -- 2.4.1 Introduction and Background -- 2.4.2 A Fog-enabled Solution -- 2.4.2.1 System Architecture -- 2.4.2.2 Practical Implementation -- 2.5 Conclusion Internet of things Internet of things fast Internet der Dinge (DE-588)7713781-4 gnd |
| subject_GND | (DE-588)7713781-4 |
| title | Intelligent IoT for the digital world incorporating 5G communications and fog/edge computing technologies |
| title_auth | Intelligent IoT for the digital world incorporating 5G communications and fog/edge computing technologies |
| title_exact_search | Intelligent IoT for the digital world incorporating 5G communications and fog/edge computing technologies |
| title_exact_search_txtP | Intelligent IoT for the digital world incorporating 5G communications and fog/edge computing technologies |
| title_full | Intelligent IoT for the digital world incorporating 5G communications and fog/edge computing technologies Yang Yang (ShanghaiTech University and Peng Cheng Lab, China), Xu Chen (Sun Yat-sen University, China), Rui Tan (Nanyang Technological University, Singapore), Yong Xiao (Huazhong University of Science and Technology, China) |
| title_fullStr | Intelligent IoT for the digital world incorporating 5G communications and fog/edge computing technologies Yang Yang (ShanghaiTech University and Peng Cheng Lab, China), Xu Chen (Sun Yat-sen University, China), Rui Tan (Nanyang Technological University, Singapore), Yong Xiao (Huazhong University of Science and Technology, China) |
| title_full_unstemmed | Intelligent IoT for the digital world incorporating 5G communications and fog/edge computing technologies Yang Yang (ShanghaiTech University and Peng Cheng Lab, China), Xu Chen (Sun Yat-sen University, China), Rui Tan (Nanyang Technological University, Singapore), Yong Xiao (Huazhong University of Science and Technology, China) |
| title_short | Intelligent IoT for the digital world |
| title_sort | intelligent iot for the digital world incorporating 5g communications and fog edge computing technologies |
| title_sub | incorporating 5G communications and fog/edge computing technologies |
| topic | Internet of things Internet of things fast Internet der Dinge (DE-588)7713781-4 gnd |
| topic_facet | Internet of things Internet der Dinge |
| url | https://ieeexplore.ieee.org/book/9427009 |
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