Smart and Sustainable Approaches for Optimizing Performance of Wireless Networks : Real-time Applications /: Real-time Applications. (2022)
- Record Type:
- Book
- Title:
- Smart and Sustainable Approaches for Optimizing Performance of Wireless Networks : Real-time Applications /: Real-time Applications. (2022)
- Main Title:
- Smart and Sustainable Approaches for Optimizing Performance of Wireless Networks : Real-time Applications
- Further Information:
- Note: Sherin Zafar, Mohd Abdul Ahad, Syed Imran Ali, Deepa Mehta, M. Afshar Alam.
- Editors:
- Zafar, Sherin
Ahad, Mohd Abdul
Ali, Syed Imran
Mehta, Deepa
Alam, M. Afshar - Contents:
- 1 Analysis and Clustering of Sensor Recorded Data to Determine Sensors Consuming the Least Energy; Prashant Abbi, Khushi Arora, Praveen Kumar Gupta, K.B. Ashwini, V. Chayapathy, and M.J. Vidya 1.1 Importance of Low Energy Consumption Sensors 1.2 Methodology: Clustering Using K Means and Classification Using KNN 1.3 Objective Realization and Result of Analysis 1.4 Introduction 1.5 Working of WSNs and Sensor Nodes 1.6 Classification of WSNs 1.6.1 Benefits and Drawbacks of Centralized Techniques 1.6.2 Benefits and Drawbacks of Distributed Techniques 1.7 Security Issues 1.7.1 Layering of Level Based Security 1.8 Energy Consumption Issues 1.9 Commonly Used Standards and Protocols for WSNs 1.9.1 Slotted Protocols 1.9.1.1 Time Division Multiple Access 1.9.1.2 Zig Bee/801.15.4 1.9.1.3 Sensor Medium Access Control 1.10 Effects of Temperature and Humidity on the Energy of WSNs 1.10.1 Effects of Temperature on Signal Strength 1.10.2 Effects of Humidity on Signal Strength 1.10.3 Temperature Vs. Humidity 1.11 Proposed Methodology 1.11.1 Information Gathering and Analysis 1.11.2 System Design and Implementation 1.11.3 Testing and Evaluation 1.12 Conclusion References 2 Impact of Artificial Intelligence in Designing of 5G; K. Maheswari, Mohankumar, and Banuroopa 2.1 5G – An Introduction 2.1.1 Industry Applications 2.1.2 Healthcare 2.1.3 Retail 2.1.4 Agriculture 2.1.5 Manufacturing 2.1.6 Logistics 2.1.7 Sustainability of 5G Networks 2.1.8 Implementation of 5G 2.1.9 Architecture of 5G1 Analysis and Clustering of Sensor Recorded Data to Determine Sensors Consuming the Least Energy; Prashant Abbi, Khushi Arora, Praveen Kumar Gupta, K.B. Ashwini, V. Chayapathy, and M.J. Vidya 1.1 Importance of Low Energy Consumption Sensors 1.2 Methodology: Clustering Using K Means and Classification Using KNN 1.3 Objective Realization and Result of Analysis 1.4 Introduction 1.5 Working of WSNs and Sensor Nodes 1.6 Classification of WSNs 1.6.1 Benefits and Drawbacks of Centralized Techniques 1.6.2 Benefits and Drawbacks of Distributed Techniques 1.7 Security Issues 1.7.1 Layering of Level Based Security 1.8 Energy Consumption Issues 1.9 Commonly Used Standards and Protocols for WSNs 1.9.1 Slotted Protocols 1.9.1.1 Time Division Multiple Access 1.9.1.2 Zig Bee/801.15.4 1.9.1.3 Sensor Medium Access Control 1.10 Effects of Temperature and Humidity on the Energy of WSNs 1.10.1 Effects of Temperature on Signal Strength 1.10.2 Effects of Humidity on Signal Strength 1.10.3 Temperature Vs. Humidity 1.11 Proposed Methodology 1.11.1 Information Gathering and Analysis 1.11.2 System Design and Implementation 1.11.3 Testing and Evaluation 1.12 Conclusion References 2 Impact of Artificial Intelligence in Designing of 5G; K. Maheswari, Mohankumar, and Banuroopa 2.1 5G – An Introduction 2.1.1 Industry Applications 2.1.2 Healthcare 2.1.3 Retail 2.1.4 Agriculture 2.1.5 Manufacturing 2.1.6 Logistics 2.1.7 Sustainability of 5G Networks 2.1.8 Implementation of 5G 2.1.9 Architecture of 5G Technology 2.2 5G and AI 2.2.1 Gaming and Virtual Reality 2.3 AI and 5G 2.3.1 Continuous Learning AI Model 2.4 Challenges and Roadmap 2.4.1 Technical Issues 2.4.2 Technology Roadmap 2.4.3 Deployment Roadmap 2.5 Mathematical Models 2.5.1 The Insights of Mathematical Modeling in 5G Networks 2.6 Conclusion References 3 Sustainable Paradigm for Computing the Security of Wireless Internet of Things: Blockchain Technology; Sana Zeba, Mohammed Amjad, and Danish Raza Rizvi 3.1 Introduction 3.2 Research Background 3.2.1 The Internet of Things 3.2.1.1 Security Requirements in Wireless IoT 3.2.1.2 Layered Architecture of Wireless IoT 3.2.2 Blockchain Technology 3.2.2.1 Types of Blockchain 3.2.2.2 Integration of Blockchain with Wireless Internet of Things 3.3 Related Work 3.3.1 Security Issues in Wireless IoT System 3.3.2 Solutions of Wireless IoT Security Problem 3.4 Research Methodology 3.5 Comparison of Various Existing Solutions 3.6 Discussion of Research Questions 3.7 Future Scope of Blockchain in IoT 3.8 Conclusion References 4 Cognitive IoT Based Health Monitoring Scheme Using Non-Orthogonal MultipleAccess; Ashiqur Rahman Rahul, Saifur Rahman Sabuj, Majumder Fazle Haider, andShakil Ahmed 4.1 Introduction 4.2 Related Work 4.3 System Model and Implementation 4.3.1 Network Description 4.3.2 Sensing and Transmission Analysis 4.3.3 Pathloss Model 4.3.4 Mathematical Model Evaluation 4.3.4.1 Effectual Throughput 4.3.4.2 Interference Throughput 4.3.4.3 Energy Efficiency 4.3.4.4 Optimum Power 4.3.4.4.1 Optimum Power Derivation for HRC 4.2.3.4.2 Optimum Power Derivation for MRC 4.4 Simulation Results 4.5 Conclusion 4.A Appendices 4.A.1 Proof of Optimum Power Transmission for HRC Device at EffectualState (z = 0) 4.A.2 Proof of Optimum Power Transmission for HRC Device inInterference State (z = 1) 4.A.3 Proof of Optimum Power Transmission for MRC Device at EffectualState (z = 0) 4.A.4 Proof of Optimum Power Transmission for MRC Device inInterference State (z = 1) References 5 Overview of Resource Management for Wireless Adhoc Network; Mehajabeen Fatima and Afreen Khueaheed 5.1 Introduction 5.1.1 Wired and Wireless Network Design Approach 5.1.2 History 5.1.3 Spectrum of Wireless Adhoc Network 5.1.4 Enabling and Networking Technologies 5.1.5 Taxonomy of Wireless Adhoc Network (WANET) 5.2 Mobile Adhoc Network (MANET) 5.2.1 Introduction to MANET 5.2.2 Common Characteristics of MANET 5.2.3 Advantages and Disadvantages 5.2.4 Applications of MANET 5.2.5 Major Issues of MANET 5.3 Vehicular Adhoc Network (VANET) 5.3.1 Introduction of VANET 5.3.2 Common Features of VANET 5.3.3 Pros, Cons, Applications 5.4 Wireless Mesh Network (WMN) 5.4.1 Preface of WMN 5.4.2 Common Traits of WMN 5.4.3 WMN Has Many Open Issues and Research Challenges 5.4.4 Performance Metrics 5.4.5 Advantages and Disadvantages 5.4.6 Prominent Areas and Challenges of WMN 5.5 Wireless Sensor Network (WSN) 5.5.1 Overview of WSN 5.5.2 Common Properties of WSN 5.5.3 Benefits, Harms, and Usage of WSN 5.6 Intelligent Management in WANET 5.6.1 Major Issues of WANET 5.6.2 Challenges of MAC Protocols 5.6.3 Routing Protocols 5.6.3.1 Challenges of Routing Protocols 5.6.3.1.1 Scalability 5.6.3.1.2 Quality of Service 5.6.3.1.3 Security 5.6.4 Energy and Battery Management 5.7 Future Research Directions 5.8 Conclusion References 6 Survey: Brain Tumor Detection Using MRI Image with Deep Learning Techniques; Chalapathiraju Kanumuri and C.H. Renu Madhavi 6.1 Introduction 6.2 Background 6.2.1 Types of Medical Imaging 6.2.2 M. R. Imaging as a Modality 6.2.3 Types of Brain Tumor M. R. Imaging Modalities 6.2.4 Suitable Technologies Before Machine Learning 6.2.5 MRI Brain Image Segmentation 6.3 Related Work 6.4 Gaps and Observations 6.5 Suggestions 6.6 Conclusion References 7 Challenges, Standards, and Solutions for Secure and Intelligent 5G Internet of Things (IoT) Scenarios; Ayasha Malik and Bharat Bhushan 7.1 Introduction 7.2 Safety in Wireless Networks: Since 1G to 4G 7.2.1 Safety in Non-IP Networks 7.2.2 Safety in 3G 7.2.3 Security in 4G 7.2.4 Security in 5G 7.2.4.1 Flashy System Traffic and Radio Visual Security Keys 7.2.4.2 Authorized Network Security and Compliance with Subscriber Level Safety Policies 7.2.5 Security in 5G and Beyond 7.3 IoT Background and Requirements 7.3.1 IoT and Its Characteristics 7.3.2 Characteristics of IoT Infrastructure 7.3.3 Characteristics of IoT Applications 7.3.4 Expected Benefits of IoT Adoption for Organization 7.3.4.1 Benefits Correlated to Big Data Created by IoT 7.3.4.2 Benefits Interrelated to the Openness of IoT 7.3.4.3 BenefitsRelated to the Linked Aspect6 of IoT 7.4 Non 5G Standards Supporting IoT 7.4.1 Bluetooth Low Energy 7.4.2 IEEE 802.15.4 7.4.3 LoRa 7.4.4 Sigfox 7.4.5. WiFi HaLow 7.5 5 G Advanced Security Model 7.5.1 Confidentiality 7.5.2 Integrity 7.5.3 Accessibility 7.5.4 Integrated Safety Rule 7.5.5 Visibility 7 … (more)
- Edition:
- 1st
- Publisher Details:
- Wiley
- Publication Date:
- 2022
- Extent:
- 1 online resource (320 pages)
- Languages:
- English
- ISBNs:
- 9781119682530
- Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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- British Library HMNTS - ELD.DS.665887
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