MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202611079468 A) filed by Noida Institute Of Engineering And Technology Niet on June 27, 2026, for Edge-Deployable Intelligent Channel Prediction System For Vehicular Distributed Mimo Networks.
Inventors include Ashutosh Kumar Singh; and Kanika Jindal.
The application for the patent was published on August 07, 2026, under issue no. 32/2026.
Abstract: The present invention discloses an edge-deployable intelligent channel prediction system (100) for vehicular distributed MIMO networks comprising a vehicular sensing unit (110) with physical multi-antenna arrays (112), GPS receiver, and inertial measurement unit (114), a distributed access point network (120) with fiber-optic backbone (124), an edge prediction processing unit (130) on dedicated GPU-equipped edge hardware integrating a preprocessing engine (132), an adaptive model selection controller (134) that dynamically selects between a decoder-only transformer generative module (136) and a TCN sequential module (138) based on measured velocity, Doppler, and computational thresholds, a resource allocation engine (140) with spectral efficiency optimizer (142) and PZF precoding generator (144), a V2I communication interface (150), and a feedback loop (160) with NMSE monitor (162) and online fine-tuning controller (164). The system achieves 1.86 ms inference latency, eliminates pilot overhead, and produces spectral efficiency within 0.1 bit/s/Hz of true CSI.
Disclaimer: Curated by HT Syndication.
