Precision Timing for AI

Edge Computing

The core requirements of Edge AI are real-time data processing, low-latency decision-making, and offline operation capability. Crystal oscillators, as the "reference clock," directly determine the computational accuracy and communication stability of the device.


1. Application Scenarios and Products

 

• Edge Computing Gateway (localized data processing, small servers, data fusion platforms): Used with FPGA, TPU, and optical module DSP. Products used: Differential oscillators 100MHz, 125MHz, 156.25MHz, 200MHz. Passive crystals 25MHz, 24MHz. Real-time clock crystals: 32.768KHz


• Wireless Sensor Nodes (real-time environmental data collection and AI analysis, e.g., smart agriculture, forest fire prevention): Used with sensors and RF transceiver functions. Products used: Passive crystals: 25MHz, 27.12MHz, 26MHz, etc.


• Terminal Devices, Intelligent Surveillance Cameras (AI image recognition, e.g., face detection, abnormal behavior analysis): Used with terminal intelligent visual processors, video transmission, etc. Products used: Passive/active crystals: 27MHz, 25MHz, 24MHz, 32MHz, etc.


2. Role of Crystal Oscillators 


• Clock Synchronization: Ensures consistency in sensor data collection, AI inference operations, and inter-device communication timing, reducing recognition errors caused by data misalignment. 


• Low Power Consumption Control: Supports rapid switching between "sleep - wake" modes, suitable for battery-powered scenarios (e.g., field sensors). 


• High-Speed Signal Support: Provides stable reference clock for edge processors (e.g., FPGA, edge AI chips, DSP in optical modules), ensuring accuracy in million-level data operations per second.


3. Common Crystal Oscillator Types and Features


Crystal Oscillator Type

Model Reference
Core Features
Application Requirements
SMD Crystal (XTAL) 
7U, 7E, 7F, 7Y, 7K, 7R, 7L, etc.
Small size (3.2×2.5~1.6×1.2mm), low ESR for low power consumption, high stability (±10ppm)
Sensor nodes, portable terminal devices
HCMOS Clock Oscillator (XO) 
3N, 2N, 1N0N MEMS
Wide output frequency range (1MHz~200MHz), strong voltage compatibility (1.8V~3.3V), low EMI, low jitter, high temperature stability (±25ppm @-40~85℃) 
Edge gateways, medium-low load AI computing
Differential Oscillator
3J/3D/3H 2J/2D/2H
Excellent high-frequency stability (±25ppm @ -40~85℃), ultra-low jitter <100fs, small package (minimum 2520 size)
Edge gateways, high-load AI inference devices, data fusion platforms, etc.
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