# An Enhanced Time Series Analysis to Improve the Performance of 5G Communication Systems +
## 1 Introduction  
The 5G technology also presents numerous opportunities for service providers to monetze new services and applications at an unprecedented level. It is expected that 5G mobile communications will bring substantial improvements in performance over existing 4G technology [1]. Increased bandwidth, higher data rates, lower latency, and reduced energy consumption are all enabling users and businesses to experience a revolutionary new era of services and functionalities. Furthermore, as 5G communication will take the place of 4G, it will bring major advances in the quality and availability of critical mobile services, such as telemedicine, holographic communication, and industrial automation [2]. Network slicing is an important resource management technique that can increase the spectral efficiency of a network by dynamically partitioning its resources to support services with different requirements. MEC and eMBB are technologies that allow for the deployment of computing and broadcast services on mobile devices, which are capable of supporting different requirements of different mobile services [3]. The performance enhancements of 5G technology will improve user experience and system performance and capacity, allowingfor a more efficient use of spectrum bandwidth. This, in turn, will result in greater market opportunities for service providers, as they are able to provide new and innovative services to their customers more cost-effectively [4]. The 5G will provide faster data speeds, lower latency, and improved coverage than previous generations of wireless communication networks. The 5G technology promises to revolutionize how mobile devices communicate with one another, as well as how they access content, both online and offline. The structure drawing is exposed in the subsequent Figure 1.  
Another major innovation of 5G wireless communication systems is the use of Beamforming [5]. This is a technology that allows for the transmission of data to be specifically targeted in the direction of a user's device, as opposed to broadcasting at all devices in the general area as traditional methods do. Doing so increases the overall power efficiency of the system, leading to improved battery life in mobile devices for users. The introduction of 5G wireless communication technology is expected to revolutionize the mobile device landscape. With improvements in data speed, latency, coverage, power efficiency, and network slicing, 5G technology will allow for a more efficient data transfer between devices and increased user satisfaction [6]. The main contribution of the research has the following,  
* Enhanced Mobile Broadband: 5G networks can offer significant increases in mobile broadband performance, supporting download speeds of up to 10 Gbps and latency rates as low as 1 millisecond;
* Low-Latency Connections: 5G is expected to reduce latency, reduce download times for large files, and provide more predictable performance for real-time applications;
* Improved Connectivity: 5G networks are designed to enable more devices to access the network simultaneously, increasing overall capacity and providing more robust coverage areas;
* More Cost-Efficient Data Usage: With 5G, users can benefit from more efficient utilization of spectrum resources. The network can use a larger chunk of spectrum resources at one time to serve more users;
* Improved Security: 5G networks will be designed with additional security measures, including network segmentation, encryption, and authentication, to protect data and ensure privacy [7; 8].  
Figure 1: Structure drawing.