The kick-off master thesis's talk concerns implementation and evaluation of localization methods for autonomous cars. I will introduce Normal Distribution Transform, Iterative Closet Point and their combination with extended Kalman filter to solve localization problem. The details of the work will be presented and questions will be discussed.