Real-Time Processing

Successful Deployment of Deep Learning Gait Recognition Algorithm on Allwinner V853 Platform

by
Successful Deployment of Deep Learning Gait Recognition Algorithm on Allwinner V853 Platform

Xinzhe Xin from the Communication Research Group at Beijing Institute of Technology successfully ported the deep learning gait recognition algorithm GaitSet to the Allwinner V853 development board as part of his undergraduate thesis titled “Research on Gait Recognition Based on Embedded Systems.” This study was tested on the CASIA-B dataset, achieving a gait recognition accuracy … Read more

The Innovation of Edge AI is Having a Profound Impact on the Software and Hardware Development Ecosystem

by
The Innovation of Edge AI is Having a Profound Impact on the Software and Hardware Development Ecosystem

Article Overview This article introduces how edge AI technology is fundamentally transforming real-time data processing and automation. The article emphasizes the value of edge AI in real-time processing of critical applications, discusses methods for generating edge AI models, including the use of integrated development environments and SaaS platforms, and the application of supervised training in … Read more

Empowering the Internet of Vehicles | Smart Subway IoT System for Smoother Travel

by
Empowering the Internet of Vehicles | Smart Subway IoT System for Smoother Travel

Industry Background With the continuous expansion of urban rail transit networks and the ongoing improvement of intelligence levels, subway IoT monitoring systems need to monitor and manage tens of thousands of key IoT devices in real-time, including environmental control systems, fire alarms, access control, and elevator operations. The massive time-series data generated by these devices … Read more

Comparison Study of Chip Performance and Applications of MCU and DSP in Motor Control

by
Comparison Study of Chip Performance and Applications of MCU and DSP in Motor Control

In motor control applications, MCUs (Microcontrollers) and DSPs (Digital Signal Processors) each have their unique advantages and applicable scenarios. The following is a comparative analysis of the two: 1. Advantages of MCUs 1. Cost and Integration Low Cost: MCUs are generally cheaper, suitable for cost-sensitive applications (such as home appliances and consumer electronics). High Integration: … Read more

The Innovation of Edge AI is Profoundly Impacting the Software and Hardware Development Ecosystem

by
The Innovation of Edge AI is Profoundly Impacting the Software and Hardware Development Ecosystem

Article Overview This article discusses how edge AI technology is fundamentally transforming real-time data processing and automation. It emphasizes the value of edge AI in real-time processing for critical applications, discusses methods for generating edge AI models, including the use of integrated development environments and SaaS platforms, and the application of supervised training in edge … Read more

FPGA and DSP as Motor Control Chips: A Comprehensive Analysis of Advantages and Disadvantages (Part 1)

by
FPGA and DSP as Motor Control Chips: A Comprehensive Analysis of Advantages and Disadvantages (Part 1)

In motor control systems,FPGA (Field Programmable Gate Array) and DSP (Digital Signal Processor) are two commonly used chip solutions, each with unique advantages and limitations. The following is a comparative analysis of them: 1. Advantages and Disadvantages of FPGA Advantages: Parallel Processing Capability The hardware architecture of FPGA supports multi-task parallel execution, such as simultaneously … Read more

What is an Edge Computing System Based on PLC? A Revolutionary Change in Factory Data Analysis!

by
What is an Edge Computing System Based on PLC? A Revolutionary Change in Factory Data Analysis!

Back in 2010, when I first took over a project to upgrade an automotive parts production line, the client insisted on obtaining real-time operational data from each piece of equipment. At that time, I was baffled: “Brother, your PLC only has 4K of memory, and it can’t even fit extra timers, yet you want real-time … Read more

Product Introduction | SBOX Industrial Computer/Data Logger

by
Product Introduction | SBOX Industrial Computer/Data Logger

Click the blue text Follow us SBOX Industrial Computer/Data Logger Product Overview SBOX Industrial Computer/Data Logger is a powerful data processing computer and a highly reliable solid-state drive-based data logger, suitable for use with portable or field-testing applications of the SIRIUS modular data acquisition system. Main Features Highly Reliable SSD Storage:SBOX provides efficient data storage, … Read more

Understanding DSP: What is a Digital Signal Processor?

by
Understanding DSP: What is a Digital Signal Processor?

Overview of DSP A DSP (Digital Signal Processor) is a unique microprocessor with its own complete instruction set, designed to process large amounts of information in digital signals. Its most notable feature is the presence of dedicated hardware multipliers and a Harvard architecture, which allows for fast processing of numerous digital signals. A digital signal … Read more

Core Technologies of Industrial Control Systems: Real-Time Data Processing and Task Scheduling Mechanism of Mitsubishi PLC

by
Core Technologies of Industrial Control Systems: Real-Time Data Processing and Task Scheduling Mechanism of Mitsubishi PLC

Today, let’s talk about the real-time data processing and task scheduling mechanism in Mitsubishi PLCs. These two concepts sound impressive, but they essentially refer to how PLCs can timely process data and arrange various tasks. This is crucial for industrial automation! Real-Time Data Processing: PLC’s “Sixth Sense” Basic Concept Real-time data processing simply means that … Read more