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Chavvakula Janaki Devi

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Open access Sep 2026

Enhanced signal coverage in Metropolitan areas using slotted square reflectarray antennas

Efficient wireless communication in densely populated urban environments often encounters challenges related to signal propagation, especially in indoor and obstructed settings. Passive reflectarray antennas with beam-steering capabilities have emerged as a promising solution to address these limitations. However, conv...

V. Nayak, Nageswararao Naik Bhookya, G. Ram et al. · 0 citations
Review Open access 2026

REAL-TIME PEST DETECTION USING DEEP LEARNING ON EDGE DEVICES FOR PRECISION FARMING

Precision agriculture needs better pest monitoring. Current traps send many images to the cloud. This uses much energy and needs human review. The paper presents a smart trap that runs deep learning on the node. The trap uses a Raspberry Pi and an Intel Neural Compute Stick. It captures images inside pheromone traps. I...

Dr. Sarala Patchala, Sumalatha Pilli, G. U. Babu et al. · 0 citations
Open access Sep 2026

Spatiotemporal digital twin for city-scale EV charging infrastructure using LSTM-GNN fusion and resilience-driven optimization

A holistic AI-driven digital twin framework that enhances grid stability, supports sustainable EV integration, and enables scalable deployment of future smart charging infrastructure is presented.

Deepa Somasundaram, B. Ravisankar, Chavvakula Janaki Devi et al. · 0 citations
Open access 2026

Optimization of DNN Inference Offloading via Computation-Aware and Semantic Communication Techniques in MEC

This paper examines the way phones and IoT devices run deep neural network (DNN) inference with help from a nearby edge server to minimize total user energy and connects theory, algorithms and experiments into one unified framework for energy minimization tasks.

Sumalatha Pilli, U. S. B. K. Maha Lakshmi, Thalakola Syamsundararao et al. · 0 citations

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