Research Areas

Signal Processing Theories and Methods

  • Advanced graph signal processing
  • Quickest change detection
  • High resolution micro-Doppler signal processing

Decision Making, Inference and Sense Making 

  • Source estimation over networks
  • Inference and data privacy for sensor networks 
  • Social learning and crowdsourcing

Sensor data Analytics, Fusion and Machine Learning

  • Vehicular Localization using V2X and Information Fusion
  • End to End learned Localization for AV
  • Privacy-aware service provisioning in V2X networks 
  • Graph neural networks

Distributed Algorithms and Sensor Network Optimization