Research

Research projects in autonomous perception, multimodal sensing, and distributed signal processing.

SPEAR · multimodal sensing for automotive radar

Research strands

Explore the topic projects that connect my PhD research with its publications.

Explore SPEAR

2024–2025 · Sensor fusion

Radar–LiDAR fusion for occupancy mapping

Research question

How can radar and LiDAR complement one another when estimating occupied space in automotive driving scenes?

Contribution

Develops sparsity-aware sensor-fusion methods that combine radar and LiDAR information for more informative occupancy-grid maps.

GitHub Activity

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Earlier work and research software

Other research

Skill
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Tech Stack

Research tools and methods used in my work.

Programming and systems

  • Python
  • C/C++
  • MATLAB
  • Linux
  • Git
  • LaTeX
  • FPGA

Research focus

  • Autonomous perception
  • Sensor fusion
  • Sparse Bayesian learning
  • Distributed signal processing
  • Gaussian processes
  • Multi-agent systems