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Integration between and MATLAB/Simulink allows developers to design, simulate, and deploy flight control algorithms using a model-based design workflow . This is primarily facilitated through the UAV Toolbox Support Package for ArduPilot Autopilots and ArduPilot’s native JSON SITL interface . Core Integration Methods

: You can build custom position and attitude controllers in Simulink to replace or augment standard ArduCopter logic. Simulation Modes : arducopter-matlab

: A comprehensive tool for designing controllers in Simulink and deploying them directly to hardware like Cube Autopilots . arducopter-matlab

: Uses Embedded Coder to automatically convert Simulink models into C++ code that can be built as part of the ArduCopter firmware. Key Features and Capabilities arducopter-matlab

: Validate algorithms on a host computer before hardware deployment.