MUMBAI, India, Sept. 22 -- Intellectual Property India has published a patent application (202611093185 A) filed by Noida Institute Of Engineering And Technology Niet on July 31, 2026, for Crowdsensing-Driven Cellular Planning System With Diffusion-Model Radio Environment Mapping.
Inventors include Rahul Agarwal; and Dr. Vinod Mansiram Kapse.
The application for the patent was published on September 18, 2026, under issue no. 38/2026.
Abstract: The present invention discloses a system and method for crowdsensing-driven cellular network deployment utilizing diffusion-model-based radio environment mapping. The system comprises a mobile crowdsensing module configured to acquire sparse received signal strength measurements from user devices distributed across a geographical region, a sparse measurement preprocessing module for generating sampling masks and filtering noise, a diffusion-based radio map estimation engine employing a conditional denoising network to reconstruct high-resolution radio maps from ultra-sparse measurements conditioned on environmental layout data, a radio map validation and selection module for evaluating candidate maps against radio propagation consistency criteria, a cellular deployment planning module for identifying coverage gaps and recommending base station sites and configurations, and a feedback and continuous learning module for refining the diffusion model using post-deployment measurements. The invention enables accurate radio environment characterization and intelligent network deployment under extreme measurement sparsity.
Disclaimer: Curated by HT Syndication.
