MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202611062470 A) filed by Dr. Amit Bindal; Dr. P Nagarathna; Pritam Paul; Dr. Hafees V K; Dr. Sanjay Sharma; and Ayesha Siddiqa on May 17, 2026, for Deep Learning Based Energy Efficient Communication Model For 6g Infrastructure.
Inventors include Dr. Amit Bindal; Dr. P Nagarathna; Pritam Paul; Dr. Hafees V K; Dr. Sanjay Sharma; and Ayesha Siddiqa.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: The present invention relates to a deep learning-based energy efficient communication model for 6G infrastructure. The proposed system utilizes artificial intelligence techniques including deep neural networks, reinforcement learning, federated learning, and intelligent beamforming to optimize communication performance while minimizing energy consumption in next-generation wireless networks. The invention dynamically predicts communication traffic, allocates network resources, controls transmission power, and manages adaptive sleep scheduling for underutilized network components. The system further incorporates edge intelligence and distributed learning mechanisms to improve spectral efficiency, reduce latency, enhance communication reliability, and lower operational costs. The proposed architecture supports scalable deployment across smart cities, Internet of Things ecosystems, autonomous transportation systems, industrial automation, and other advanced 6G communication environments while promoting sustainable and energy-aware network operation.
Disclaimer: Curated by HT Syndication.
