Model-based Design, Simulation and Automatic Code Generation For Embedded Systems and Robotic Applications

• Other Authors: Raji Kermani, Ramtin (Author)
• Format: Dissertation
• Language: English
• Published: 2013
• Subjects: Robotics; Computer science; Computer engineering; Automatic Code Generation; Legacy API Integration; Model-based design; NAO Robots; StateFlow and Simulink
• Online Access: http://hdl.handle.net/2286/R.I.20809

abstract: As the complexity of robotic systems and applications grows rapidly, development of high-performance, easy to use, and fully integrated development environments for those systems is inevitable. Model-Based Design (MBD) of dynamic systems using engineering software such as Simulink® from MathWorks®, SciCos from Metalau team and SystemModeler® from Wolfram® is quite popular nowadays. They provide tools for modeling, simulation, verification and in some cases automatic code generation for desktop applications, embedded systems and robots. For real-world implementation of models on the actual hardware, those models should be converted into compilable machine code either manually or automatically. Due to the complexity of robotic systems, manual code translation from model to code is not a feasible optimal solution so we need to move towards automated code generation for such systems. MathWorks® offers code generation facilities called Coder® products for this purpose. However in order to fully exploit the power of model-based design and code generation tools for robotic applications, we need to enhance those software systems by adding and modifying toolboxes, files and other artifacts as well as developing guidelines and procedures. In this thesis, an effort has been made to propose a guideline as well as a Simulink® library, StateFlow® interface API and a C/C++ interface API to complete this toolchain for NAO humanoid robots. Thus the model of the hierarchical control architecture can be easily and properly converted to code and built for implementation. === Dissertation/Thesis === M.S. Computer Science 2013