Sonia Sonia

Indian Institute of Technology Guwahati, Chandigarh University

Papers

Total Citations

H-Index

About

Sonia Sonia’s research lies at the intersection of sensor technology, human-computer interaction, and ambient intelligence, with a focus on creating smarter, more responsive environments. Her work is particularly centered on developing robust systems for human detection, gesture recognition, and assisted living. Her most cited paper, “Ultrasonic sensor-based human detector using one-class classifiers” (2015, 22 citations), introduces a novel approach to human detection that leverages ultrasonic sensors and one-class classification—a method crucial for applications ranging from human-robot interaction to smart rooms and unattended ground sensors. This foundational work demonstrates her ability to solve practical sensing challenges with elegant machine learning solutions. Expanding on this, she has contributed to multimodal sensing for assisted living (2020, 3 citations), integrating diverse sensor inputs to create intelligent systems for smart homes and hospitals. Her work on an improved hand gesture recognition system (2020, 4 citations) further showcases her commitment to intuitive human-machine interfaces, optimizing algorithms for real-world performance. Through her research, Sonia Sonia is advancing the frontier of context-aware computing, making environments more adaptive and responsive to human needs.