Signal Processing, Machine Learning, Deep learning with applications to
- 5G Wireless Systems
- Dual-Function Radar and Communication System (DFRC) Design in collaboration with University of Bordeaux, France
- Cell-Free Massive MIMO Systems in collaboration with KTH-Royal Institute of Technology, Stockholm
- Millimetre-wave MIMO Transceiver design in collaboration with Weizmann Institute, Israel
- Dictionary Learning Techniques for Channel Estimation in collaboration with University of Southampton
- Radar Systems
- Drone detection Radar – Building a radar prototype for detecting drones
- Autonomous Navigation
- National dataset creation for Indian road conditions in collaboration with WIPRO
- Deep Neural Networks for Collision avoidance in trucks operating in an open-cast mine in collaboration with VOLVO
- MRI Signal Processing
- Reducing readout time in an MRI machine using novel k-space trajectory designs
- Design of affordable and portable MRI machines in collaboration with TU Delft
- Health Care
- AI/ML techniques for predicting patient’s state in an Intensive Care Unit of a hospital in collaboration with CMC Vellore.
- Deep Learning Techniques for estimation of Cardiac parameters using Echocardiograms in collaboration with Sri Jayadeva Institute of Cardiovascular Sciences (SJICS), Bangalore
- Neuroscience
- Understanding reading in the human brain in collaboration with IISc colleagues
Indigenous Insulin Pump – Development of an indigenous Continuous Glucose Monitoring and Control system in collaboration with
- IISc Colleagues
- Ramaiah Hospital, Bangalore
Assistive Technologies for the Elderly – Building a chair for the elderly in collaboration with IISc Colleagues