Machine Learning Algorithms for 5G and Internet-of-Thing (IoT) Networks
Krishan Kant Singh Gautam, Rajendra Kumar, P. Chandra Sekhar, Nellore Manoj Kumar, Kanusu Srinivasa Rao, Maddikera Kalyan Chakravarthi · 2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) · 2022
With the advent of 5G wireless networking, the Internet of Things (IoT) will be a network of sensors, actuators, and processing units for sensing, data sharing, and control. These are networks that have been specifically designed for a certain purpose. In general, the Internet of Things (IoT) offers information about all linked things. Rather than relying on a human operator, it performs all of the duties automatically. It is able to react immediately or via the experiences of the conditions. Ultra-low latency is one of the essential performance parameters for 5G to enable new delaysensitive applications. To meet the 5G ultra-low latency goal, some changes to the network architecture are being considered. Different application needs necessitate different levels of transmission coverage, energy consumption, and communication technology. These factors all have an impact on performance and ultimately reduce the network lifetime of the huge IoT ecosystem.