Madhvi Kamra

Papers

Total Citations

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About

Madhvi Kamra is a researcher whose work sits at the intersection of robotics, automation, and retail logistics. Her most cited contribution, "Remote retail monitoring and stock assessment using mobile robots" (2014, 18 citations), introduces a Virtual Reality (VR) based system that deploys mobile robots to automate shelf surveying and data collection in retail environments. This work directly addresses the high manpower costs and infrequent monitoring that plague traditional retail stock assessment, proposing a scalable, remote solution that enhances inventory accuracy and operational efficiency. By integrating VR interfaces with robotic platforms, Kamra’s research offers a practical pathway toward reducing human error and labor dependency in retail analytics. While her citation count reflects a focused, early-stage impact, the novelty of combining VR with mobile robotics for commercial applications marks her as an innovator in the growing field of automated retail management. Her work is particularly relevant for researchers exploring human-robot interaction, smart retail, and the Internet of Things (IoT), and it lays groundwork for future studies on cost-effective, real-time inventory systems.