MUMBAI, India, June 30 -- Intellectual Property India has published a patent application (202641075273 A) filed by Vellore Institute Of Technology on June 18, 2026, for Quantum Entropy-Guided Blockchain Consensus For Ultra-Low Latency Iot With Spectral Validation.
Inventors include Vijay Anand Rajasekaran; and Madala Guru Brahmam.
The application for the patent was published on June 26, 2026, under issue no. 26/2026.
Abstract: The invention discloses a multi-stage entropy-aware consensus optimization system for distributed IoT-enabled blockchain networks comprising IoT nodes, edge gateways, and validator nodes. The system processes heterogeneous node signals through a sequential pipeline including quantum entropy normalization, entropy- weighted graph-based phase alignment, fusion-based consensus confidence filtering, meta-reinforced adaptive scheduling, and thermodynamic entropy-based validation. The first stage generates an entropy stability tensor representing node coherence, which is used in spectral alignment of validators in the second stage. The third stage fuses trust, spectral, and confidence metrics to produce a consensus confidence field and aggregated consensus vector. The fourth stage applies reinforcement learning for adaptive scheduling under latency and energy constraints. The final stage evaluates robustness using controlled entropy attacks to produce quantitative validation indices. The system enhances consensus reliability, reduces latency, and improves resilience against adversarial disturbances in dynamic IoT blockchain environments.
Disclaimer: Curated by HT Syndication.
