Digital Global Systems’s AI RF Monitoring
Project Overview
Digital Global Systems (DGS) recognized the need to empower their clients with advanced tools for monitoring radio frequencies. They initiated a project to develop a Proof of Concept (PoC) for a new product that leverages artificial intelligence (AI) to identify, isolate, and mitigate radio frequency interference. The web-based application was designed to integrate with Grafana for intuitive data visualization.
Challenge
Digital Global Systems (DGS) tackled several challenges in the realm of RF monitoring. Clients sought a sophisticated solution capable of monitoring a wide range of radio frequencies and detecting anomalies effectively. Moreover, there was a pressing need for an intelligent system that could not only identify interference but also suggest potential causes. DGS also faced the task of aiding clients in formulating effective mitigation strategies based on the interference data collected. Additionally, there was a demand for a comprehensive visualization tool to interpret the complex frequency data efficiently.
Solutions
Web-Based RF Monitoring Platform
Developed a scalable web app for real-time RF monitoring with instant tool access, ensuring continuous frequency monitoring reliability.
Mitigation Assistance Tools
Implementing SSO facilitated seamless integration with client security protocols, simplifying authentication and enhancing security compliance, contributing to a more efficient operational environment.
Integration with Grafana for Visualization
Revamping the UI with Angular aimed for a more responsive and intuitive design, leading to a significant improvement in client satisfaction and overall user experience.
AI Component for Interference Analysis
Integrated AI to analyze radio frequencies, identifying interference patterns and suggesting causes based on extensive dataset learning. Result: Enhanced accuracy and speed in interference detection and analysis.
Results
DGS’s new product revolutionized RF monitoring capabilities, enabling effective monitoring across a wide spectrum of radio frequencies. The integration of an AI component significantly enhanced interference detection, providing rapid, data-driven insights. Clients benefited from actionable recommendations for interference mitigation, bolstering the resilience of their communications infrastructure. Additionally, with Grafana, clients could visualize and interpret RF data more efficiently, facilitating better decision-making processes.
Our Expertise
