distributed acquisition

24Feb-26

AI Data Acquisition for the Physical World

From Distributed Modular Data Collection to Engineering-Grade Intelligent Systems 1. The Evolution of AI: From Model-Driven to Data-Driven Systems From an industrial perspective, the development of artificial intelligence has broadly progressed through several stages: rule-based systems, machine learning, deep learning, and, most recently, large foundation models. In the earlier phases, the primary drivers of AI advancement were algorithmic innovation and increased computational power. Rapid improvements in model capability enabled large-scale deployment of perception, recognition, and generative applications.As model architectures gradually converge and...

Posted By silinjieCategory: BlogTags: AI data acquisition, distributed acquisition, edge computing, FPGA parallel processing architecture, high-speed signal acquisition, industrial AI, modular instrumentation, NPU acceleration, physical data acquisition, real-world dataComments: 0

FPGA IP – Based Customizable Solutions – Electrical Signal Processing IP

Electrical Signal Processing IPCategory Function/Interface Typical ApplicationSignal generation and measurement Signal Generator、SMU、LCR、ADC、DAC High-speed/high-precision signal generation, small-signal measurement, and component parameter measurementSignal processing Audio、Duty Cycler、PWM、Frequency Counter、AM/FM/PM Modulation Analog/digital circuit testing, audio testing, frequency characteristic measurement, waveform generation and modulationProtocol analysis Data Sniffer、Protocol Analyzer、Power Sequence Bus debugging, communication protocol analysis, and troubleshootingDigital interface IP PDM、TDM、I2S、I2C/I3C、UART、SPI、QSPI、IO Embedded system debugging, MCU/SoC peripheral communication verification, and audio interface testing ◆ Silingjie's electrical signal processing IP can realize high-speed and high-precision signal generation and measurement, including small-signal detection and component parameter analysis; it supports diversified signal processing...

Posted By silinjieCategory: SolutionsComments: 0Post Date: 2025-10-23

FPGA IP – Based Customizable Solutions – High-Speed Interface IP

High-Speed Interface IPCategory Function/Interface Typical ApplicationHigh-Speed Interface MIPI、DP、HDMI High-speed video interfaces, display interfacesVideo Codec DSC、H.265/H.264 HD display and video compression, encoding/decodingHigh-Speed Communication USB、Ethernet、PCle High-speed data transmission, network communication, peripheral interconnectionAudio Interface I2S、PCM Audio signal input/outputHigh-Speed Signal Quality Analysis Eye-Diagram、BER High-speed interface signal integrity testing, link quality verification ◆ Smartgiant specializes in high-speed digital interface technologies, delivering tailored solutions powered by advanced FPGA architectures. With comprehensive support for DSC, MIPI, DP, and other signal acquisition capabilities, our solutions are ideal for sensor modules, display modules, and diverse interface testing scenarios. High-Speed Interface IP Applications ◆ We...

Posted By silinjieCategory: SolutionsComments: 0Post Date: 2025-10-23

FPGA IP – Based Customizable Solutions – High-Speed Signal Acquisition IP

High-Speed Signal Acquisition IPCategory Function/Interface Typical ApplicationHigh-speed signal acquisition High-Speed Data Acquisition, Parallel Data Processing, HDMI SerDes, Convolution Operation,Matrix Operation,Multiply-Accumulate Operation (MAC) and othersMeeting the high-speed acquisition needs in fields such as new energy, biomedicine, and aerospace; Providing multi-channel acquisition and recording solutions for voltage, current, and temperature; Boasting strong R&D capabilities and large-scale production capacity, supporting hardware forms like PCIE/Box; Offering IP, high-speed ADC+FPGA modules, test systems, and ODM services. ◆ Silingjie focuses on the field of high-speed digital acquisition and signal processing. It integrates abundant data acquisition IP...

Posted By silinjieCategory: SolutionsComments: 0Post Date: 2025-10-15

Tag - distributed acquisition

distributed acquisition

AI Data Acquisition for the Physical World

FPGA IP – Based Customizable Solutions – Electrical Signal Processing IP

FPGA IP – Based Customizable Solutions – High-Speed Interface IP

FPGA IP – Based Customizable Solutions – High-Speed Signal Acquisition IP