N. Janaki

Papers

Total Citations

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About

Dr. N. Janaki is a pioneering researcher at the intersection of agricultural technology, robotics, and intelligent systems. Her primary research areas include autonomous unmanned ground vehicles (UGVs), AI-driven crop disease identification, and FPGA-based medical robotics. Her most impactful work, "UGVs for Agri Spray with AI assisted Paddy Crop Disease Identification" (2023, 14 citations), introduces a transformative approach to precision agriculture by integrating autonomous navigation with machine learning for real-time paddy crop health monitoring. This system replaces traditional manual inspection with data-driven, AI-assisted disease detection and targeted spraying, significantly improving efficiency and reducing resource waste. Dr. Janaki also contributes to healthcare innovation through her work on "FPGA Interfaced IoT System for Smart Medical Robot Monitoring System" (2024, 4 citations), which develops low-cost, real-time verification platforms for medical robotics. By combining FPGA interfacing with IoT connectivity, she enables early illness detection and remote patient monitoring. Her research demonstrates a commitment to creating scalable, affordable solutions that bridge agriculture and healthcare, making her a notable figure in applied AI and embedded systems.