MUMBAI, India, Oct. 12 -- Intellectual Property India has published a patent application (202621100911 A) filed by Lakshmi Narain College Of Technology on August 20, 2026, for Mobile Wireless Sensor Network System For Dynamic Cluster Head Selection And Routing And Method Thereof.
Inventors include Puneet Nema; Neelesh Gour; Hitesh Gupta; Himanshu Barhaiya; Satyendra Vishwakarma; and Susheel Kumar Gupta.
The application for the patent was published on October 09, 2026, under issue no. 41/2026.
Abstract: A mobile wireless sensor network system for dynamic cluster head selection and routing, comprising a plurality of mobile sensor nodes 101 to sense and communicate network information, a state representation module 102 to construct an observation vector at each decision epoch, an observation buffer 103 to maintain a sequence of observation vectors, a reinforcement learning-based policy module 104 comprising an LSTM encoder and a variational information bottleneck layer configured to generate a compressed latent representation, a cluster head selection head and a routing selection head to generate respective probability distributions for cluster head election and next-hop routing, a learning module 105 to train parameters of the LSTM encoder and the variational information bottleneck layer using a reinforcement learning objective and a Kullback-Leibler divergence term between a latent Gaussian distribution and a predefined prior distribution, and a method for cluster head selection and routing in a mobile wireless sensor network.
Disclaimer: Curated by HT Syndication.
