Limitations and Future Prospects of NPU in Large Model Applications

👇 Follow our official account and selectStar, to receive the latest insights daily Abstract The NPU (Neural Processing Unit) is a chip designed specifically for neural network computations, excelling in matrix operations and convolution tasks, characterized by low power consumption and high efficiency. It is mainly used for inference tasks on edge devices, such as … Read more

Collection of Commonly Used Communication Protocols in Embedded Systems!

UART, SPI, and I2C are very common serial communication methods in embedded development. The underlying communication principles of these protocols are not difficult, but many beginners struggle to learn them. Today, I will share some common underlying data transmission principles of these communication methods. UART Serial Communication UART: Universal Asynchronous Receiver-Transmitter. The UART serial port … Read more

Cutting-Edge | China’s First Embedded AI Vision Chip Released

On December 20, 2017, after two years of relentless effort, Horizon Robotics, a world-leading AI startup, successfully launched China’s first globally leading embedded AI “Chinese chip”. This innovative solution, under the banner of “Algorithm + Chip + Cloud”, aims to provide a groundbreaking Chinese solution. In the field of AI visual recognition, this type of … Read more

When RS485 Meets WiFi: Lessons Learned from Industrial IoT Gateway Transformation

unsetunsetIntroductionunsetunset Last week, I encountered a real project failure where Old Zhang’s robotic arm suddenly started dancing, and the PLC data could not be transmitted to the cloud. Today, let’s discuss how to use a $20 ESP32 module to handle both PLC’s RS485 communication and cloud data integration. No need for high-end gateways; follow me … Read more

Embedded Linux: Memory-Mapped I/O

Click the above blue text to follow us In Linux systems, Memory-Mapped I/O is an advanced I/O mechanism designed to provide direct access to files by mapping them into the process’s address space. Through this method, data can be accessed directly via memory without the need for system calls to transfer data, thereby improving file … Read more

Automated Build for Embedded Linux

1. Development Experience The BSP engineers from device manufacturers mainly focus on root filesystem/driver porting/system integration/hardware debugging. It is important to note the distinction from the driver engineers at chip manufacturers. After graduation, the opportunities to write drivers from scratch are few and far between; most of the time, drivers are provided by the chip … Read more

Adding Bluetooth Support to Embedded Linux

Adding Bluetooth Support to Embedded Linux Background A brief introduction to the entire Bluetooth framework in Linux was provided earlier: Today, we will briefly discuss how to add Bluetooth support in Embedded Linux. Kernel Part The kernel part is mainly divided into two sections: module drivers and the in-kernel Bluetooth protocol stack. Here, we take … Read more

Embedded Linux Learning Notes: Using QT on Linux Embedded Devices

Click on the “Embedded Application Research Institute” above, and select “Pin/Star the Official Account“ Valuable Resources Delivered First-Hand! Source | CSDN – Yu Ge Tou Tou Compiled & Formatted | Embedded Application Research Institute QT is currently one of the mainstream UI design software, and the Linux system supports QT applications, providing many convenient interfaces. … Read more

Research on Fault Injection and Detection Methods for Aero-Engine Electronic Controllers Based on Boundary Scan

Research on Fault Injection and Detection Methods for Aero-Engine Electronic Controllers Based on Boundary Scan Wang Yao, Wen Tiedun, Chen Yaping, Zhang Tianhong Nanjing University of Aeronautics and Astronautics, School of Energy and Power Engineering Abstract: The aero-engine electronic controller is a complex circuit system designed around numerous large-scale integrated circuits. Traditional contact-based fault injection … Read more

Advanced Fault Injection Techniques for ABB PLC: Enhancing System Robustness and Reliability

In the field of industrial automation, the stability and reliability of systems are crucial. Today, I would like to share an advanced topic – PLC fault injection techniques. This technology helps us identify potential issues early in the system development phase, thereby improving system robustness. What is Fault Injection? Fault injection is essentially the intentional … Read more