We know that sensor signals can sometimes be interfered with, causing fluctuations in the data readout. To eliminate this interference, engineers utilize various filtering algorithms. Today, I will discuss Kalman filtering. Part One: What is Kalman Filtering? In simple terms, Kalman filtering is an efficient recursive filter that can estimate the optimal state of a … Read more
The modern AI Agent architecture exhibits multi-layered and modular characteristics, with its core focused on building intelligent systems capable of autonomous perception, decision-making, and execution. This architecture achieves a complete closed loop from raw data to intelligent services through the organic collaboration of the data layer, model layer, strategy layer, and interaction layer. Data serves … Read more
1. Background Significance This study investigates the structure and workflow of a discrete shipborne strapdown reference system and proposes a benchmark design scheme for a ship’s strapdown control system based on ARM + DSP embedded technology. The hardware system structure is designed, the structure and working principle of the closed-loop fiber optic gyroscope are analyzed, … Read more
✅ Author Profile: A Matlab simulation developer passionate about research, skilled in data processing, modeling simulation, program design, complete code acquisition, paper reproduction, and scientific simulation. 🍎 Previous reviews, follow the personal homepage:Matlab Research Studio 🍊 Personal motto: Seek knowledge through investigation, complete Matlab code and simulation consultation available via private message. 🔥 Content Introduction … Read more
Recently, the “Non-Contact Optical Sensor-Based Hydraulic Disc Spring Mechanism Circuit Breaker Mechanical Characteristic Monitoring Technology” project, jointly developed by Xikai Electric, a subsidiary of China West Electric, and the Southern Power Grid Ultra High Voltage Transmission Company, successfully passed the industry certification organized by the China Machinery Industry Federation. According to the expert committee’s review, … Read more
With the proliferation of inexpensive autonomous unmanned systems, the pace of maritime operations is accelerating. Unmanned surface systems can attack high-value targets at a low cost. For example, the Ukrainian Navy’s MAGURA V5 unmanned surface vessel, which costs significantly less than a missile frigate, has successfully sunk several Russian naval platforms. Magura-V5 Technical Specifications Length: … Read more
Recently, the national key research and development program “Intelligent Sensors” has reached another milestone in field demonstration applications — the composite internal detector equipped with core research results, the “Online Rapid Detection Sensor for Cracks and Pinholes” and the “Online Rapid Detection Sensor for Axial Stress,” successfully arrived at the gas pipeline collection station in … Read more
MarkDown # SensorHub: Exploring the Wonderful World of Multi-Sensor Fusion with Python Hello everyone! Today we are going to explore a super cool Python library – **SensorHub**. This is a toolkit specifically designed for multi-sensor data collection, processing, and fusion, particularly suitable for Internet of Things (IoT) and smart hardware development. Imagine your Raspberry Pi … Read more
Hello everyone! Today we are going to create a “tech medley”—the multi-protocol communication gateway + Siemens PLC industrial IoT data fusion system! 🌐🤖 Imagine, old Modbus instruments, trendy OPC UA servers, and the factory’s traditional Profibus production line, all relying on a “protocol translator” gateway to let them communicate and share data in the cloud! … Read more
Teaching Syllabus for “Principles and Applications of Wireless Sensor Network Technology” Course Name: Wireless Sensor Networks Class Hours/Credits: 40/2.5 Prerequisites: Analog Circuits, Computer Networks, Communication Principles, Operating Systems, Microcomputer Principles and Interface Technology, C Programming Language Applicable Major: Internet of Things Engineering Does it include in-class experiments: Yes 1. Course Nature and Tasks (Tasks to … Read more