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zhao-mz's Projects

control_systems icon control_systems

Projects designing robust and stable SISO and MIMO Control Systems in MATLAB

dsctutorials icon dsctutorials

A few simple tutorials for dynamical systems and control. Most require Matlab.

kidnapped-vehicle icon kidnapped-vehicle

Particle Filter algorithm to localize a vehicle within a few centimeters, given a map, LiDAR measurements, vehicle controls and GPS.

me131 icon me131

Vehicle Dynamics and Control at UC Berkeley

motionplanning icon motionplanning

Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)

mpc-and-mhe-implementation-in-matlab-using-casadi icon mpc-and-mhe-implementation-in-matlab-using-casadi

This is a workshop on implementing model predictive control (MPC) and moving horizon estimation (MHE) on Matlab. The implementation is based on the Casadi Package which is used for numerical optimization. A non-holonomic mobile robot is used as a system for the implementation. The workshop video recording can be found here https://www.youtube.com/playlist?list=PLK8squHT_Uzej3UCUHjtOtm5X7pMFSgAL ... Casadi can be downloaded here https://web.casadi.org/

path_planner icon path_planner

Hybrid A* Path Planner for the KTH Research Concept Vehicle

self-driving-truck icon self-driving-truck

Self-driving smallscale truck with wireless charging - Master thesis @ NTNU 2019

smartcar-vision icon smartcar-vision

利用大规模视觉导航机器人进行快递分拣,涉及调度系统的设计、视觉导航机器人设计、大规模机器人模拟软件设计、路径规划算法研究,涉及技术栈java、C++、c、spring、swing、netty、openCV、ardunio、调度、路径规划、嵌入式、PID控制。——Using large-scale visual navigation robot for express sorting involves the design of scheduling system, visual navigation robot, large-scale robot simulation software, path planning algorithm research, and technology stack Java, C + +, C, spring, swing, netty, opencv, ardunio, scheduling, path planning, embedded, PID control

smc-controller icon smc-controller

Sliding mode controller for tracking trajectory of an autonomous vehicle.

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