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Published on: February 3, 2021
A Cost-Efficient 5G Non-Public Network Architectural Approach: Key Concepts and Enablers, Building Blocks and
Panagiotis Trakadas1, Lambros Sarakis1, Anastasios Giannopoulos2
1General Department, National and Kapodistrian University of Athens, 34400 Psachna, Greece.
This study presents a 5G non-public network (NPN) architecture using dynamic design and AI/ML optimization. It supports critical applications and Industry 4.0, addressing scalability for future broadband wireless networks.
Area of Science:
- Telecommunications Engineering
- Computer Networking
- Wireless Communication Systems
Background:
- The demand for high data rates and low latency in mobile services fuels the evolution to fifth-generation (5G) networks.
- Private companies are increasingly interested in deploying 5G non-public networks (NPNs) for production monitoring and critical applications.
- Existing network designs often lack the dynamic adaptability required for diverse and evolving service demands.
Purpose of the Study:
- To introduce a novel 5G NPN architectural approach tailored for private enterprise needs.
- To integrate key enabling technologies like cell densification, disaggregated RAN, edge computing, and AI/ML.
- To analyze the applicability and scalability of the proposed architecture in real-world industrial scenarios.
Main Methods:
- Adoption of a dynamic network design approach with topology configured based on service demands.
- Integration of enabling technologies: cell densification, disaggregated Radio Access Network (RAN) with open interfaces, edge computing.
- Application of Artificial Intelligence/Machine Learning (AI/ML) for network optimization.
Main Results:
- The proposed 5G NPN architecture effectively supports critical applications and advanced analytics like computer vision.
- Demonstrated feasibility of integrating diverse technologies for enhanced network performance.
- Analysis of scalability challenges and a framework for Industry 4.0 deployment.
Conclusions:
- The presented 5G NPN architecture offers a flexible and robust solution for private networks.
- The dynamic and AI/ML-driven approach enhances network efficiency and supports demanding applications.
- The architecture is scalable and applicable to industrial settings like smart manufacturing.
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