Automation Industry Control Strategy Implementation through Intelligent Automation System

The mobile network evolution of this century faces an unprecedented challenge upon the advent of 5G (fifth-generation) networks and beyond to cater to different demands on automation and digitization. Indeed, one expects that these networks will have to support a very heterogeneous set of services and devices with peculiar demands in terms of speed, reliability and latency. It is required to solve these issues with advanced technologies in radio transmission, resource allocation, and network creation, which in turn raises the complexity and heterogeneity of the network infrastructure. One promising approach is to integrate automation and digitization based on artificial intelligence technologies. In particular, AI has shown great potential in solving various network-related problems such as predicting channel conditions, optimizing resource allocations, autonomously managing networks, and enhancing security. However, the current efforts to integrate AI into wireless networks often result in using specific AI algorithms to solve specific problems, since there is a lack of an integral framework to fully exploit the capability of AI for various network missions. This work builds upon the concept of intelligence slicing and proposes an absolutely new way of slicing the intelligence module to cater to the solution of different network problems in an automated and digitized way. Different AI algorithms can, therefore, be applied to the best extent required by the context in a way that provides flexibility and scalability in network management and optimization. By means of intelligence slicing, the network operator is going to utilize AI functions to achieve performance, reliability, and security in 5G mobile networks and beyond. Two representative examples are introduced to illustrate the effectiveness of intelligence slicing: the neural network-dependent medium prediction mechanism and anomaly ascertainment from the perspective of industrial network security. The concept of intelligence slicing and automation, on the other hand, is provided for the realization of the overall promise of Al for wireless networks. This is because it is a flexible and scalable solution for network management, optimization, and security beyond mobile into the 5 G era.