|Assoc Prof A S Madhukumar||Modulation and multiple access schemes for future broadband systems
Advanced signal processing algorithms for wireless communication systems
Cognitive radio systems: algorithms and architectures
Cooperative Radio Systems for Mobile multi-hop networks
Ultra wideband radio systems for wireless personal area networks
|Assoc Prof Alexei Sourin||Shape modeling, shared virtual environments, haptic interaction, new user interfaces, 3D web visualization, virtual surgery, scientific visualization, music visualization.
|Prof Alfred M Bruckstein||Variational Methods in Image Analysis and Synthesis,
Multi A(ge)nt Robotics and Applied Geometry
|Prof Alois C Knoll||Due to the major involvement in the Human Brain Project HBP, a European flagship project, over the last years his research focus has shifted more and more towards neurorobotics. With the neurorobotics platform, a sophisticated tool has been created that will allow both basic researchers in neuroscience and engineers in robotics to integrate their latest insights in theory and practice into fully operational applications for research and development. It can be expected that this platform will serve as a productivity booster both for virtual neuroscience and robotics.
• Multimodal human-robot interaction
• Sensor, sensor data processing, sensor fusion
• Medical robotics
• Natural-Language based retrieval and fusion of multimedia information
• Intelligent/Autonomous vehicles and multimodal mobility concepts
|Assoc Prof Andy Khong Wai Hoong||Adaptive filters
Acoustic source localization
Acoustic system identification
Seismic signal processing
|Asst Prof (Adj) Ang Kai Keng||Brain-Computer Interface, Neural Signal Processing, Pattern Recognition, Machine Learning, Fuzzy Neural Systems.
|Asst Prof Anupam Chattopadhyay||Computing Architecture
|Assoc Prof Anwitaman Datta||Anwitaman Datta is interested in large-scale networked distributed information systems and social collaboration networks, self-organization and algorithmic issues of these systems and networks and their scalability, resilience, security and performance.
|Asst Prof Arijit Khan||Big-graphs management and analytics, with a focus on user-friendly, online querying and pattern mining in social and information networks, using scalable algorithms and machine learning techniques.
keywords: big-graphs, big-data, graph-systems, knowledge graphs, uncertain graphs, graph streams, databases, data mining, machine learning, algorithms.
|Asst Prof Arvind Easwaran||Cyber-Physical Systems encompass systems in which the cyber world of computation and communication closely interacts with the physical world of sensors and actuators. These are highly networked and deeply embedded systems such as those found in modern day aircrafts, automotives, factories, medical devices, smart phones, electric grids, etc. From driver-less cars and air traffic management using sense and avoid, to plug-and-play operating rooms and smart electric grids that integrate traditional and renewable energy sources, intelligent automation of an enormous scale is finding its way into many of these systems.
My current research interests are in the areas of design and verification of cyber-physical software systems, especially in the design and analysis of systems with time-critical functionalities (i.e., real-time software systems). These include (but are not limited to):
Real-time scheduling algorithms that are provably efficient.
Software parallelization approaches that are sensitive to real-time requirements.
Component-based modular design and analysis of systems.
Formal verification and testing methodologies for functional correctness.