Authors:
Devesh Kumar, K. Chitra, P. Paramasivan, S. Suman Rajest, M. Mohamed Sameer Ali, M. Rehena Sulthana
Addresses:
Department of Computer Applications, Dayananda Sagar Academy of Technology and Management, Bengaluru, Karnataka, India. Department of Research and Development, Dhaanish Ahmed College of Engineering, Chennai, Tamil Nadu, India. School of Information Technology and Engineering, Melbourne Institute of Technology, Melbourne, Victoria, Australia.
Abstract:
The 5G wireless technology outlines the new age in telecommunication technologies in terms of higher speed data, low-latency secure communication, and mass-scale device connection. This paper is shortly to address issues such as the basics of 5G technologies, diversity, and possible challenges. In answering this research question, a systematic assumption is made, along with the accumulation and analysis of sufficient information to focus on inquiring into and establishing how the evolution towards new levels of technology, resulting in 5G, and its effects are envisioned across most industries and society. They have vast data that they use to estimate regression equations and forecast the adoption of 5G technology across various areas. Accordingly, the paper focuses on P Select Gradient Boosting and Random Forest as the main variables, along with GDP per capita, population in urban areas, and the tech readiness index. Moreover, this paper provides generalisations of the major data characteristics and model performance, resulting in a general presentation of more pro-5G factors. Since this research outlines the opportunities and threats of 5 G, it aims to contribute to the discussion on the evolution of international connectivity.
Keywords: 5G Wireless Technology; GDP Per Capita; Low-Latency Secure; Random Forest; Gradient Boosting; International Connectivity; Massive Connectivity; Technology Advancements.
Received: 24/06/2024, Revised: 05/08/2024, Accepted: 20/09/2024, Published: 03/06/2025
DOI: 10.64091/ATICL.2025.000147
AVE Trends in Intelligent Computer Letters, 2025 Vol. 1 No. 2 , Pages: 62-72