MUMBAI, India, April 10 -- Intellectual Property India has published a patent application (202441074568 A) filed by Tejas Networks Limited, Bangalore, Karnataka, on Oct. 2, 2024, for 'method for functionality framework to ai/ml for bm includes data collection for model training, ai/ml model inference and model performance monitoring.'
Inventor(s) include Devarakonda Pavan Kalyan; and Mareedu Vijaya Kumar.
The application for the patent was published on April 10, under issue no. 15/2026.
According to the abstract released by the Intellectual Property India: "The invention provides a method and system for AI/ML-based beam management in wireless communication networks. It enhances beam prediction accuracy by separating beam sets for training (Set A) and inference (Set B), linked through an Associated ID to ensure contextual consistency. The approach enables intelligent beam selection across spatial and temporal domains while reducing signalling overhead and computational complexity. A Model Performance Monitoring (MPM) mechanism periodically evaluates model accuracy using metrics such as L1-RSRP and prediction reliability, allowing dynamic updates. The framework supports data collection, training, inference, and monitoring across both UE and network entities. By optimizing beam alignment and resource allocation, the invention improves communication reliability, reduces latency, and supports scalable AI/ML integration in 5G Advanced and 6G systems."
Disclaimer: Curated by HT Syndication.
