Intelligent Networks by Singh, Vivek Kumar; Kumar Sagar, Anil; Nand, Parma;

Rövid leírás:

The book presents the latest developments in intelligent communication networks based on applicability from various domains of artificial intelligence and machine learning including channel modeling, model-based structure, channel prediction, and signal detection.

Hosszú leírás:

The book presents the latest developments in intelligent communication networks based on applicability from various domains of artificial intelligence and machine learning including channel modeling, model-based structure, channel prediction, and signal detection. It further explains important topics such as vehicular mobility modeling, human-centric network applications, security and privacy in social networks, and trust-based intelligent transportation systems.                                                                                                                             

This book:

• Presents a model-based approach to constructing an effective network by using state-of-the-art artificial intelligent techniques.                                                


• Discusses the theoretical and practical applications of channel prediction and signal detection.                                                                                                                


• Introduces the fundamental concepts and application of vehicular networks in conjunction with artificial intelligence.                                                                        


• Explores wireless communication network techniques enabled by human-centric applications, designed, and developed with artificial intelligence characteristics.  


• Highlights the challenges in designing and developing an effective and intelligent communication network that can be applied in different domains of human activities for finding sustainable solutions.

It is primarily written for senior undergraduate, graduate students, and academic researchers in the fields of electrical engineering, electronics and communications engineering, computer engineering, and information technology.                                                                                   

Tartalomjegyzék:

1. Fundamentals of Artificial Intelligence and Communication Networks: Applications in Human Social Activities. 2. AI-based Intelligent Mobility in Vehicular Ad-hoc Networks. 3. Intelligent Human-Centric Network Applications. 4. Mathematical Modelling for Vehicle Density and Traffic Flow with Intelligent Vehicular Communication. 5. The Impact of Artificial Intelligence on Energy Optimization for Cellular Network Base Stations. 6. Semantic Scrutiny of Wireless Sensors, Internet of Medical Things, Blockchain in Mobile Healthcare Applications: Unveiling Intelligent Networks for Patient’s Privacy, Security and Resilience. 7. Energy Efficient Data Collection Scheme for Mobile Sink-based Wireless Sensor Networks. 8. IoT-enabled smart green cities using Blockchain Technology: Sustainable Applications. 9. Leveraging Wireless Technology and IOT in Developing a Smart Judiciary System with Smart Dust Sensors. 10. Energy Optimization using Artificial Intelligence. 11. Wireless Networking Solutions for Climate Control and Comfort in Modern Air Conditioning Systems. 12. Malicious Nodes Detection in IoT Network using Artificial Neural Networks: A Machine Learning Approach. 13. Blockchain Technology-Based Framework to Build Cyber-Secured Smart Cities. 14. Greening the Wireless World: Energy-Efficient and Sustainable Communication. 15. Communication Networks and Media Convergence in the Age of Intelligent Systems. 16. Recent Advancements in Security of Conventional Networks with Software Defined Network. 17. Analyzing Security and Privacy in Social Communication Networks. 18. Performance Analysis of PEGASIS in 3D WSNs Applying Energy Competent Variants of Genetic Algorithm. 19. Sustainable Communication Network Architecture in Agriculture. 20. Modernizing Healthcare through IoT-Based E-Health Systems.