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This comprehensive technical guide offers automotive embedded engineers an in-depth exploration of Controller Area Network (CAN) bus debugging and instrumentation strategies for Electronic Control Units (ECUs). Covering foundational concepts such as CAN frame structure, arbitration, error handling, and stringent ECU timing constraints, the book provides practical insights into diagnosing and optimizing CAN communication in real-world automotive systems. It details bit timing calculations, error counter management, and software timing requirements essential for reliable and deterministic network behavior. Additionally, the guide presents advanced instrumentation methodologies including trace-based monitoring, logging, and hardware capture. With worked examples, troubleshooting playbooks, and design tradeoffs, readers will gain the skills to effectively analyze failure modes, configure instrumentation buffers, and implement robust diagnostic logging. This intermediate-to-advanced resource balances theoretical concepts with hands-on implementation details, making it an indispensable reference for automotive embedded systems engineers seeking to enhance system reliability, performance, and fault diagnosis through expert CAN bus debugging and instrumentation techniques.