Research Articles

Impact of Open Source 5G Projects

5G technology promises to revolutionize communications with high-speed connectivity and innovation. Open-source 5G projects leverage collaborative efforts to drive advancements. Key open-source 5G projects include Aether, OpenAirInterface, Open5gs, Free5gc, Open5gCore, and Magma, each contributing uniquely to this technological evolution. These projects have revolutionized the telecom …

Differentiable Projections for Guaranteed Convex/Non-convex Constraints Satisfaction in Deep Learning Empowered Wireless Radio Resource Management

By. Hina Tabassum
The next generation of wireless networks is anticipated to be more complex and heterogeneous due to higher transmission frequencies, massive antenna arrays, ultra-dense deployments, mobility of transceivers, and static/dynamic link blockages. These features lead to faster variations in the propagation channel. Subsequently, the …

A Study Comparing YOLOv8 and Detector2 for Object Segmentation Defect Identification

Dr. Ameera Al-Karkhi
Sheridan College/ Faculty of Applied Science and Technology
Within the field of computer vision and image processing, object segmentation defect detection is crucial for a number of industries, such as manufacturing, healthcare, and autonomous systems. Accurately quickly detecting defects is critical for ensuring the …