MUMBAI, India, June 30 -- Intellectual Property India has published a patent application (202641055045 A) filed by Kalasalingam Academy Of Research And Education on April 30, 2026, for Smart City Intelligent Network Performance Optimization Using Cognitive Autonomous Control.
Inventors include Mugilan S P; Ajaykumar M; Aarthi. V. P. M. B; Jenila C; Abiraman S; and Sankaranarayanan V.
The application for the patent was published on June 26, 2026, under issue no. 26/2026.
Abstract: Title: SMART CITY INTELLIGENT NETWORK PERFORMANCE OPTIMIZATION USING COGNITIVE AUTONOMOUS CONTROL This invention relates to a smart city intelligent network performance optimization using cognitive autonomous control. It typically includes a Network Telemetry Collector (1), a Multi-Parameter Fusion Layer (2), a Unified Cognitive State Model (3), a LSTM Prediction Engine (4), a Temporal Pattern Database (5), a Trust Evaluation & Anomaly 10 Detector (6), a Reinforcement Learning Controller (7), an Autonomous Action Executor (8), a Closed-Loop Reward Function (9), and a Graphical User Interface (GUI) Analytics Dashboard (10). The primary advantage of this system is its transition from reactive to proactive network management, which significantly reduces latency and packet loss while enhancing infrastructure security through real-time, trust-based 15 anomaly detection and self-learning optimization. The applications of your invention encompass the autonomous optimization of critical urban communication infrastructures, such as Intelligent Transportation Systems (ITS), Smart Power Grids,. and Industrial loT (lloT), where real-time, self-healing connectivity is essential for operational reliability and public safety.
Disclaimer: Curated by HT Syndication.
