5. Open Source Car Software
Building open souce car software using Comma.ai, RTOS, AOSP and OpenHardware
Introduction
The automotive industry is undergoing a profound transformation, driven by electrification, automation, and connectivity. At the heart of this revolution lies software, which is increasingly becoming the defining characteristic of modern vehicles. While proprietary systems have traditionally dominated the automotive landscape, a growing movement towards open-source software is democratizing access to cutting-edge technologies and fostering innovation. This blog post explores the exciting possibilities of building open-source electric cars, focusing on the software stacks that power them, the critical importance of safety, and the tools available to aspiring builders. We will delve into how technologies like OpenMotors, comma.ai, Android Open Source Project (AOSP) for infotainment, and Linux Real-Time Operating Systems (RTOS) for critical modules can converge to create a new generation of vehicles.
The Open-Source Electric Car Ecosystem
Building an open-source electric car is no longer a futuristic dream but a tangible reality, thanks to the emergence of platforms and software designed for collaboration and customization. This section explores key components of such an ecosystem.
OpenMotors: The Hardware Foundation
At the core of any vehicle, whether open-source or proprietary, is its hardware platform. OpenMotors, a Y Combinator-backed company, is a pioneer in providing an open-source hardware platform for electric vehicles, known as the TABBY EVO. This platform is designed to be a revolutionary, freely accessible, and automotive-grade foundation upon which custom electric vehicles can be built. OpenMotors aims to democratize mobility by enabling businesses and startups to design, prototype, and build their own electric vehicles, significantly reducing the research and development time typically associated with car manufacturing. Their focus on modular, electric vehicle platforms accelerates EV development for manufacturers, offering solutions like EDIT EV and HyperSwap, alongside R&D services for comprehensive EV development.
comma.ai: Open-Source Self-Driving Software
Self-driving capabilities are a major differentiator in modern vehicles, and comma.ai is leading the charge in making this technology open-source. Their flagship product, openpilot, is an advanced driver assistance system (ADAS) that provides Adaptive Cruise Control (ACC) and Automated Lane Centering (ALC) functionalities. What makes openpilot unique is its open-source nature, allowing a global community of developers to contribute to its improvement and expand its capabilities. The system operates by connecting to a car’s CAN network, leveraging modern machine learning techniques, including a neural network trained on millions of miles of driving data, to understand road scenes and predict driving behavior. This enables openpilot to handle nuanced situations effectively, even with faded lane lines or in different countries. Compatible with over 300 car models, openpilot, paired with the comma 3X device, offers a compelling open-source alternative to proprietary ADAS solutions.
AOSP for Infotainment: A Customizable User Experience
The in-vehicle infotainment system is a crucial interface between the driver, passengers, and the vehicle’s functionalities. The Android Open Source Project (AOSP) for Automotive, specifically Android Automotive OS (AAOS), provides a robust and highly customizable platform for this purpose. AAOS is a full-stack, open-source operating system that runs directly on in-vehicle hardware, offering the openness, customization, and scalability needed for modern infotainment systems and head units. It minimizes fragmentation, making it easier for a wide variety of Android applications to be deployed across vehicles from different manufacturers. This means that a mobile phone-based infotainment experience can be seamlessly integrated, allowing for familiar interfaces and access to a vast ecosystem of apps. For car settings, a minimal AOSP-based software can provide a clean and efficient interface, leveraging the flexibility of Android to create a tailored user experience.
Linux RTOS for Critical Modules: Real-Time Control
While AOSP handles the user-facing aspects, the underlying control of critical vehicle modules like HVAC, engine management, and lighting requires real-time operating systems (RTOS). Both Linux and RTOS play distinct yet complementary roles in in-vehicle computing. Linux, particularly Automotive Grade Linux (AGL), is well-suited for non-safety-critical applications such as infotainment, telematics, and instrument clusters due to its flexibility and open-source nature. However, for time-critical and safety-critical functions, RTOS are indispensable. They ensure deterministic behavior and low latency, which are paramount for reliable operation of systems like engine control and braking. Modern automotive architectures often combine the strengths of both: Linux for higher-level functions and an RTOS for real-time control of critical modules. This hybrid approach allows for the development of sophisticated, feature-rich vehicles while maintaining the necessary safety and performance standards.
Open-Source Sports Car: A High-Performance Vision
The principles of open-source development and the technologies discussed for electric cars can be readily applied to the realm of high-performance sports cars. While the core components remain similar, the emphasis shifts towards optimizing for speed, agility, and driver engagement.
An open-source sports car would likely leverage the same foundational hardware platform from OpenMotors, providing a robust and customizable chassis capable of handling increased power and dynamic forces. The modularity of such a platform would allow for easy integration of high-performance electric powertrains, advanced suspension systems, and aerodynamic enhancements.
For self-driving capabilities, comma.ai’s openpilot could be adapted for track-day assistance or advanced driver coaching, rather than purely autonomous navigation. Its ability to learn from driving data could be invaluable in optimizing lap times or providing real-time feedback on driving lines and braking points. The open-source nature would allow enthusiasts to fine-tune the ADAS for specific tracks or driving styles.
Crucially, the real-time control of critical modules via Linux RTOS would be even more vital in a sports car. Engine (or motor) management, advanced traction control, active aerodynamics, and sophisticated braking systems demand absolute precision and deterministic responses. The RTOS modules would ensure that every input from the driver and every sensor reading is processed with minimal latency, allowing for instantaneous adjustments and optimal performance. The open-source nature of these modules would enable a community of developers to push the boundaries of performance optimization, creating bespoke control algorithms for competitive driving or extreme conditions.
In essence, an open-source sports car would be a living, evolving platform, constantly refined and enhanced by a passionate community, pushing the limits of what’s possible in automotive performance through collaborative software development.
Ensuring Safety and Meeting Industry Standards
While the open-source approach fosters innovation and collaboration, it is paramount that any open-source vehicle, whether an electric car or a sports car, adheres to stringent safety standards and industry requirements. The assumption that a manufacturer provides a car running completely open-source software with stock Android AOSP implies that the underlying hardware and integration are designed with safety in mind.
Functional Safety with ISO 26262
The cornerstone of automotive safety for electrical and electronic systems is ISO 26262, an international standard adapted from IEC 61508. This standard defines functional safety throughout the entire lifecycle of automotive equipment, from initial concept to decommissioning. Its primary goal is to mitigate potential hazards caused by the malfunctioning behavior of electronic and electrical systems. ISO 26262 is a risk-based safety standard that qualitatively assesses the risk of hazardous operational situations and prescribes safety measures to prevent or control systematic failures and detect or control random hardware failures. A key aspect of ISO 26262 is the Automotive Safety Integrity Level (ASIL), which classifies risk and determines the rigor of development and validation activities required. For open-source projects, adherence to ISO 26262 means implementing robust development processes, thorough testing, and clear documentation to demonstrate that safety goals are met. This includes careful consideration of how open-source components are integrated and validated to ensure they do not introduce unacceptable risks.
Broader Industry Requirements
Beyond functional safety, open-source car projects must also consider a broader set of industry requirements:
- Regulatory Compliance: Vehicles must comply with national and international regulations concerning safety, emissions, and fuel efficiency. This often involves extensive testing and certification processes.
- Quality Management: Standards like IATF 16949 and the ISO 9000 family ensure consistent quality in manufacturing and supply chain processes. Even with open-source designs, the physical production of the vehicle must meet these quality benchmarks.
- Cybersecurity: With increasing connectivity and software reliance, cybersecurity is critical. Vehicles must be protected against unauthorized access, manipulation, and data breaches. This involves secure coding practices, robust authentication, and regular security audits.
- Reliability and Durability: Automotive components and software must be designed to withstand harsh operating environments and provide long-term reliability. This is particularly important for critical systems like braking, steering, and powertrain control.
- Maintainability and Diagnostics: The design should facilitate easy diagnosis of issues and maintenance throughout the vehicle’s lifespan. Open-source software can aid in this by providing transparent access to code and diagnostic tools.
- Over-the-Air (OTA) Updates: The ability to remotely update software is becoming a standard feature, allowing for bug fixes, feature enhancements, and security patches without requiring a physical visit to a service center.
For an open-source car manufacturer, the challenge lies in integrating open-source software components into a system that meets these rigorous industry standards. This often involves a combination of open-source flexibility with professional engineering practices, thorough validation, and potentially, commercial partnerships for safety-critical hardware and certified software modules.
Tools for Builders: Empowering the Open-Source Automotive Community
Building an open-source electric car, particularly its software, requires a diverse set of tools and a robust development environment. These tools empower individuals and teams to contribute to the project, from writing code to testing and deployment.
Common Automotive Software Development Tools
The landscape of automotive software development relies on a combination of general-purpose and specialized tools:
- Integrated Development Environments (IDEs) and Text Editors: These are the fundamental tools for writing, editing, and managing code. Popular choices include Visual Studio Code, Eclipse, and CLion, offering features like syntax highlighting, code completion, and debugging capabilities.
- Simulators and Emulators: Crucial for early-stage development and rapid iteration, simulators and emulators allow developers to test software in a virtual environment without needing physical hardware. This helps in identifying and fixing bugs efficiently.
- Analyzers and Profilers: Tools for ensuring code quality and performance. Static code analyzers can identify potential issues and vulnerabilities in the code before execution, while profilers help optimize performance by pinpointing bottlenecks.
- Model-Based Design Tools: Tools like MATLAB/Simulink are widely used for developing control algorithms and embedded software. They often support automatic code generation, accelerating the development process and ensuring consistency.
- Configuration Management and Version Control Systems: Essential for collaborative development, systems like Git and SVN allow teams to manage code changes, track different versions, and facilitate seamless collaboration among contributors.
- Requirements Management Tools: These tools help in managing and tracing requirements throughout the development lifecycle, ensuring that the software meets all specified functionalities and complies with relevant standards.
- Testing and Validation Tools: This category includes Hardware-in-the-Loop (HIL) and Software-in-the-Loop (SIL) testing platforms, which simulate real-world conditions to thoroughly test the software. Automated testing frameworks are also vital for efficient and repeatable testing.
- Debugging Tools: Both hardware debuggers (e.g., JTAG/SWD) and software debuggers are indispensable for identifying and resolving defects in embedded systems.
- AUTOSAR Solutions: For projects adhering to the AUTOSAR standard, specialized tools and platforms are used to develop and integrate software components within the AUTOSAR architecture.
- CAD Software: While primarily for hardware design, CAD tools like AutoCAD, CATIA, and SolidWorks are important for designing the physical components that the software will interact with, ensuring proper integration and fit.
Development Environments for Linux RTOS
Developing for Linux RTOS in an automotive context involves specific considerations and tools:
- Automotive Grade Linux (AGL): For projects utilizing AGL, the development environment will leverage standard Linux development tools, often customized for embedded systems. AGL provides a common open-source platform for various in-vehicle applications.
- Cross-Compilation Toolchains: Given that automotive ECUs often have different processor architectures than development machines, cross-compilation toolchains (compilers, assemblers, linkers) are fundamental for building software that can run on the target hardware.
- Debuggers: Hardware debuggers (e.g., JTAG/SWD debuggers) are essential for low-level debugging on the actual embedded hardware, while software debuggers assist in analyzing code execution on the RTOS.
- RTOS-Specific Tools: Development environments for RTOS components often include specialized kernels, schedulers, and tools for analyzing real-time performance to ensure deterministic behavior and meet strict timing requirements.
- Virtualization and Containerization: Technologies like virtualization (e.g., Lynx MOSA.ic) and containerization can be employed to run multiple software environments, inclu (Content truncated due to size limit. Use line ranges to read in chunks)