MUMBAI, India, April 17 -- Intellectual Property India has published a patent application (202641043660 A) filed by Sr University, Warangal, Telangana, on April 6, for 'cross-urban mobility model calibration system for adaptive transportation analytics.'
Inventor(s) include Ms. Suchita Bhagwanrao Ghute; and Dr. Durgesh Nandan.
The application for the patent was published on April 17, under issue no. 16/2026.
According to the abstract released by the Intellectual Property India: "The present invention relates to a system for adaptive calibration of travel mode prediction models across heterogeneous urban environments. The system integrates multi-source data acquisition from sensors, GPS-enabled devices, and traffic monitoring systems with advanced processing units operating on edge and cloud-based infrastructure. It addresses the limitations of existing mobility prediction systems that fail to generalize across cities due to variations in traffic behavior, infrastructure, and environmental conditions. The invention incorporates a structured workflow comprising data harmonization, discrepancy identification, and a selective calibration mechanism that adjusts model parameters without requiring complete retraining. This enables efficient cross-urban model adaptation while reducing computational overhead and improving prediction stability. A monitoring and feedback module continuously evaluates system performance and dynamically triggers calibration based on predefined thresholds. By combining hardware-supported data collection with scalable computational architecture, the system ensures real-time responsiveness, adaptability, and deployment flexibility. The invention provides a unified framework for multi-city mobility analysis, enhancing decision-making for transportation planning, smart city applications, and mobility-as-a-service platforms. It offers improved efficiency, scalability, and accuracy compared to existing solutions."
Disclaimer: Curated by HT Syndication.
