Machine Learning for Future Wireless Communications by Fa-Long Luo

Publisher: COMPUTER SCIENCE

Availability: In Stock
SKU: 50272
Number of Pages: 496

Rs.1,020.00

Rs.1,495.00

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Description

In the rapidly evolving landscape of wireless communications, the integration of machine learning techniques promises transformative advancements. "Machine Learning for Future Wireless Communications," edited by Fa-Long Luo, explores the intersection of these two domains, offering insights into how machine learning algorithms can optimize network performance, enhance spectrum efficiency, and enable intelligent resource management in wireless networks. This comprehensive text addresses both theoretical foundations and practical applications, making it essential for researchers, engineers, and practitioners seeking to harness the power of machine learning in shaping the future of wireless communication systems.

Key Points:

Integration of Machine Learning: Discusses the seamless integration of machine learning algorithms into wireless communication systems, highlighting their role in adaptive and intelligent network management.
Optimization of Network Performance: Explores how machine learning techniques can optimize various performance metrics such as throughput, latency, and reliability in wireless networks.
Spectrum Efficiency Enhancement: Examines methods to improve spectrum efficiency through intelligent spectrum sensing, allocation, and sharing using machine learning models.
Intelligent Resource Allocation: Addresses the use of machine learning for dynamic and efficient resource allocation, considering factors like user demand, network conditions, and quality of service requirements.
Practical Applications and Case Studies: Provides real-world applications and case studies where machine learning has been successfully implemented to enhance wireless communication systems.

Conclusion:

As machine learning continues to advance, its application in future wireless communications promises to revolutionize how networks are managed, optimized, and adapted to meet growing demands. "Machine Learning for Future Wireless Communications" serves as a pivotal resource for understanding these transformative technologies and their potential impact on the telecommunications industry.

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Writer ✤ Fa-Long Luo (Editor)

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