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Full Description
The text provides a comprehensive study of the application of advanced artificial intelligence (AI) in next-generation wireless communications with a focus on theory, standardization, and core development. It further highlights AI-enabled intelligent architecture for sixth-generation (6G) networks to realize smart resource management, automatic network adjustment, and intelligent service layers. The book covers artificially assisted non-orthogonal multiple access schemes for 6G communication.
This book:
Discusses the use of AI in various aspects of wireless communications, including channel modeling, signal detection, channel coding design, and resource management
Explores technical challenges in the ubiquitous fifth-generation (5G) wireless networks and the prospects of introducing artificial intelligence-based techniques in the envisioned 6G wireless networks
Presents potential issues in AI-enabled approaches in wireless communications
Covers AI-enabled energy efficiency optimization and cross-layer optimization in the next-generation wireless networks
Explains artificially empowered security and privacy schemes in next-generation wireless networks and next-generation mobile management
It is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communication engineering, and computer engineering.
Contents
1. Artificial Intelligence Revolutionizing Wireless Communication Systems. 2. AI Empowered Social Internet of Things and Crowd Sensing Applications. 3. AI for Spectrum Intelligence and Adaptive Resource Management. 4. The Future of Mobile Management: Predictive Maintenance and Fault Detection with AI. 5. Revolutionizing Education: AI in Next-Generation Mobile Management. 6. AI-empowered security and privacy schemes in next-generation wireless networks. 7. Convolution Neural Networks for Energy and Bandwidth Efficient Sparse Channel and Image Reconstruction for Underwater Acoustic Communication. 8. Optimization of Future Location Prediction in Mobile Sensor Network using Particle Swarm Optimization. 9. Application of NOMA in 6G Networks Leveraging Artificial Intelligence. 10. Utilization of AI assisted Lens Antenna Array in 5G Networks. 11. AI, ML And IoMT Integrated Approach to DNA Sequence Analyzing And Prediction. 12. AI-Based Wireless Channel Prediction for 6G. 13. Cost Effective IoT enabled Wireless Video Surveillance Model for Next-Gen Communication Systems. 14. AI- enabled Road Traffic flow Control and mobility Prediction Using YOLO.
