6G Enabled Fog Computing in IoT: Applications and Opportunities

The demand for data traffic has increased significantly due to the COVID-19 pandemic, and new applications of communications, such as wearable devices, autonomous systems, drones, and the Internet of Things (IoT), are generating even more data traffic with vastly different performance requirements. To keep up with the growth of data traffic, communication networks need to evolve consistently, with more intelligent processing, operation, and optimization. The Sixth Generation (6G) technology is the latest approach for mobile systems or edge devices in terms of reducing traffic congestions, energy consumption, and blending with IoT devices applications. This book will focus on the use of AI/ML-based techniques to solve issues related to 6G enabled networks, their layers, and their applications, including signal detection, channel modeling, resource optimization, routing protocol design, transport layer optimization, user/application behavior prediction, software-defined networking, congestion control, communication network optimization, security, and anomaly detection. The proposed edited book emphasizes the 6G network blended with Fog-IoT networks to introduce its applications and future perspectives, which can help researchers apply this technique in their domain and resolve challenges and future opportunities with 6G networks.

Format: Hardback
Length: 412 pages
Publication date: 02 October 2023
Publisher: Springer International Publishing AG

The demand for data traffic has experienced explosive growth in recent years due to the increasing need to stay online. This has led to the emergence of new applications of communications, such as wearable devices, autonomous systems, drones, and the Internet of Things (IoT), which generate even more data traffic with vastly different performance requirements. With the COVID-19 pandemic, the need to stay online has become even more crucial, as most fields have had to go online as best as they can. As the data traffic is expected to continuously strain the capacity of future communication networks, these networks need to evolve consistently in order to keep up with the growth of data traffic. Thus, more intelligent processing, operation, and optimization will be needed for tomorrow's communication networks. The Sixth Generation (6G) technology is the latest approach for mobile systems or edge devices in terms of reducing traffic congestions, energy consumption, and blending with IoT devices applications. The 6G network works beyond the 5G (B5G), where we can use various platforms as an application, such as fog computing-enabled IoT networks, intelligent techniques for SDN network, 6G-enabled healthcare industry, and energy-aware location management. However, this technology must resolve few challenges like security, IoT-enabled trust network. This book will focus on the use of AI/ML-based techniques to solve issues related to 6G-enabled networks, their layers, as well as their applications. It will be a collection of original contributions regarding state-of-the-art AI/ML-based solutions for signal detection, channel modeling, resource optimization, routing protocol design, transport layer optimization, user/application behavior prediction, and more.

Weight: 811g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031301001
Edition number: 1st ed. 2023