AI-Driven Software Design and Development for AURIX TC4x in MATLAB and Simulink

The traditional approach to embedded software development is burdened with many potential pitfalls, such as vulnerability to errors and time-consuming development, due to manual peripherals configuration and interprocess communication. This presentation introduces a model-driven approach for embedded software development based on Simulink^® models to overcome these disadvantages. Based on an automotive-based use case—trajectory control—we will demonstrate a best practice example of end-to-end development and deployment of AI-enhanced embedded applications. Using the SoC Blockset™ support package for Infineon AURIX™ TC4x, all necessary hardware components like CPUs, hardware accelerators, peripherals, memory units, and IPC components can be easily configured and simulated from the level of GUI. This example application can be easily distributed on several CPUs and parallel processing units, enabling efficient execution of the neural network. Learn how Simulink enables you to generate an optimized code and build the final software for the Infineon AURIX TC4x platform.