Machine Learning and Cognitive Computing for Mobile Communications and Wireless Networks
Release on 2020-07-08 | by Krishna Kant Singh
The basic architecture of a cognitive computing framework is shown in Figure 4.3.
The bottom layer shows the basic infrastructure like 5G networks [6, 7], deep learning and AI, big data and IoT services which are used to design the
Communication and network technology has witnessed recent rapid development and numerous information services and applications have been developed globally. These technologies have high impact on society and the way people are leading their lives. The advancement in technology has undoubtedly improved the quality of service and user experience yet a lot needs to be still done. Some areas that still need improvement include seamless wide-area coverage, high-capacity hot-spots, low-power massive-connections, low-latency and high-reliability and so on. Thus, it is highly desirable to develop smart technologies for communication to improve the overall services and management of wireless communication. Machine learning and cognitive computing have converged to give some groundbreaking solutions for smart machines. With these two technologies coming together, the machines can acquire the ability to reason similar to the human brain. The research area of machine learning and cognitive computing cover many fields like psychology, biology, signal processing, physics, information theory, mathematics, and statistics that can be used effectively for topology management. Therefore, the utilization of machine learning techniques like data analytics and cognitive power will lead to better performance of communication and wireless systems.
Authors: Krishna Kant Singh, Akansha Singh, Korhan Cengiz, Dac-Nhuong Le
Type: BOOK - Published: 2020-07-08 - Publisher: John Wiley & Sons
Communication and network technology has witnessed recent rapid development and numerous information services and applications have been developed globally. These technologies have high impact on society and the way people are leading their lives. The advancement in technology has undoubtedly improved the quality of service and user experience yet a
Authors: Anwer Al-Dulaimi, Xianbin Wang, Chih-Lin I
Categories: Technology & Engineering
Type: BOOK - Published: 2018-09-11 - Publisher: John Wiley & Sons
A reliable and focused treatment of the emergent technology of fifth generation (5G) networks This book provides an understanding of the most recent developments in 5G, from both theoretical and industrial perspectives. It identifies and discusses technical challenges and recent results related to improving capacity and spectral efficiency on the
Type: BOOK - Published: 2020 - Publisher: Springer Nature
This book presents the fundamental concepts, recent advancements, and opportunities for future research in various key enabling technologies in next-generation wireless communications. The book serves as a comprehensive source of information in all areas of wireless communications with a particular emphasis on physical (PHY) layer techniques related to 5G wireless
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Interactive mobile technologies have now become the core of many—if not all—fields of society. Not only do the younger generation of students expect a mobile working and learning environment, but also the new ideas, technologies and solutions introduced on a nearly daily basis also boost this trend. Discussing and assessing