Dr. Wassim Suleiman

- Environment modeling including developing online-clustering and filtering, online compression of data using Gaussian distributions, sequential creation of objects and convex-hulls - Height estimation / Classification and fusion of height estimates from multiple algorithms using Bayesian and Machine Learning approaches - Developing Python framework for simulating geometrical reflections and wave propagation - analyzing synthetic aperture concepts for fusing the output of multiple sensors

- Object classification for short range radar for parking and ACC - Tracking and clustering for short range radar to support object classification - Synthetic aperture radar (SAR) imaging for parking: simulations, Hilbert transform to support real signals, implementing range-Doppler algorithm and Stolt interpolation - Deriving and implementing a Maximum-Likelihood estimator for MIMO in case of ambiguous transmitter signals - Algorithm testing: designing test scenario, performing test drives