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P. Sundaravadivel

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#reinforcement learning Open access Sep 2026

Deep reinforcement learning-optimized adaptive authenticated encryption and dynamic transmission control for secure LoRaWAN IoT communication

The growth of Internet of Things (IoT) devices in the industrial, environmental and urban sectors has raised the need for secure, energy efficient, and adaptive communication solutions. The LoRa (Long Range) technology combined with the LoRaWAN protocol stack is very promising due to its low power consumption, ability...

G. Abinaya, P. Sundaravadivel, S. Vasudevan et al. · Discover Internet of Things · 0 citations

#small language model Open access Sep 2026

Adaptive multimodal large language model with hierarchical cross modal grounding for real time industrial visual anomaly detection on edge devices

The HCG-MLLMAD - Hierarchical Cross-Modal Grounding framework of Multimodal Large Language Model-based Anomaly Detection - a variant of the original Light-MLLMAD architecture with multi-scale visual feature pyramids, prompt routing, and a hierarchical cross-attention fusion mechanism is presented.

P. Sundaravadivel, U. Kumaran, E. S. Vinoth Kumar et al. · Discover Artificial Intellig... · 0 citations