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AERSP597 - Ani Perumalla

This repository contains all files I used for the final project for AERSP597 (System Identification) in Spring 2021.

  • collect_data.py - Python script used to simulate the motion of the car repeatedly and save the measured state at each timestep
  • plot_data_bulk.py - Python script used to visualize the state response of the car for a few simulations
  • run_lsq_mi - Matlab script used to perform the least-squares identification to find the mass and moment of inertia
  • run_lsq_cc - Matlab script used to perform the least-squares identification to find the tire cornering stiffnesses
  • aersp597-SysID_Project.pdf - PDF of the final report

An image of AirSim car model simulation.

Videos of a sample simulation are found here: back-view video; side-view video

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