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MPC for UGV trajectory tracking with waypoint generation

Optimal control:

  1. An optimal-control-based framework for trajectory planning, threat assessment, and semi-autonomous control of passenger vehicles in hazard avoidance scenarios [paper]
  2. Stochastic Predictive Control for Lane Keeping Assistance Systems Using A Linear Time-Varying Model [paper]
  3. Consecutive Inertia Drift of Autonomous RC Car via Primitive-based Planning and Data-driven Control [paper]
  4. Predictive Active Steering Control for Autonomous Vehicle Systems [paper] (Dynamics reference)
  5. A Tube-MPC Approach to Autonomous Multi-Vehicle Racing on High-Speed Ovals [paper]
  6. Learning Model Predictive Control (LMPC) for autonomous racing [github] (reference No. 3 paper for dynamics)
  7. Model Predictive Longitudinal Motion Control for the Unmanned Ground Vehicle With a Trajectory Tracking Model [paper]
  8. Experimental Validation of Linear and Nonlinear MPC on an Articulated Unmanned Ground Vehicle [paper]
  9. Autonomous racing using model predictive control [paper]
  10. RC Car Modelling and Trajectory Tracking Control [github]
  11. Robust Learning Model-Predictive Control for Linear Systems Performing Iterative Tasks [paper]
  12. Autonomous Racing with Multiple Vehicles using a Parallelized Optimization with Safety Guarantee using Control Barrier Functions [Paper] [code]

Path planning:

  1. Path Planning using a Dynamic Vehicle Model [paper]
  2. Optimal Path Planning and Speed Control Integration Strategy for UGVs in Static and Dynamic Environments [paper]
  3. DP-A*: For Path Planing of UGV and Contactless Delivery [paper]
  4. Active SLAM: A Review on Last Decade [paper]

Waypoint generation:

Other resources:

  1. Matlab MPC [link]
  2. MPC [link]
  3. DMC [link]
  4. Japanese guy [link]
  5. Matlab model [link]
  6. Contour detection [link]
  7. Enviornment [link]
  8. Semantic segmentation [link]
  9. Matlab challenge path planning [link]
  10. Matlab challenge CV [link]
  11. Matlab Formula student [link]
  12. One drive [link]
  13. DMC Code [link]