Loading more…
ALGORITHM TECHNOLOGY

Full-Stack Self-Developed, Algorithm-Driven Smart Health Algorithm Engine

From sensor signals to health insights, core algorithms 100% self-developed, providing precise, real-time, low-power algorithm solutions for smart wearables and health management

0
Core Health Algorithms
0
Algorithm Accuracy
0
Real-Time Response
0
Training Data Samples
Scroll Down
CORE ALGORITHMS

Core Algorithm Matrix

Covering six major health dimensions: cardiovascular, sleep, activity, safety, mental & physical, and chronic disease, full-stack self-developed algorithm system

Cardiovascular Monitoring
Sleep Management
Activity Recognition
Safety Monitoring
Mental & Physical State
Chronic Disease Management
TECHNICAL PROCESS

Algorithm Technical Process

From raw signal acquisition to health result output, complete algorithm processing pipeline

1
Sensor Acquisition
PPG photoplethysmography, 9-axis IMU, body temperature and other multi-sensor raw signal acquisition
High-precision sensors, low-power sampling, multi-channel synchronization
2
Signal Preprocessing
Filtering, denoising, baseline calibration and other signal preprocessing
Adaptive filtering, motion artifact removal, signal quality assessment
3
Feature Extraction
Time domain, frequency domain, morphology and other multi-dimensional feature extraction
Statistical features, spectrum analysis, waveform morphology, nonlinear features
4
Algorithm Model
Machine learning, deep learning, rule engine and other algorithm model inference
Classification model, regression model, time series model, ensemble learning
5
Result Output
Health indicators, risk alerts, trend analysis and other result output and display
Real-time indicators, abnormal alerts, trend charts, health advice
TECH STACK

Tech Stack & Capabilities

From embedded to cloud, full-chain tech stack coverage

C/C++
Embedded
C/C++
Watch-end algorithm implementation, ARM CMSIS-DSP library optimization
ARM CMSIS-DSP
Embedded
ARM CMSIS-DSP
ARM official DSP library, efficient signal processing
Low Power Optimization
Embedded
Low Power Optimization
Algorithm hierarchical operation, dynamic power management
Python
Algorithm R&D
Python
Algorithm prototype development and validation
TensorFlow/PyTorch
Algorithm R&D
TensorFlow/PyTorch
Deep learning model training and optimization
SciPy/NumPy
Algorithm R&D
SciPy/NumPy
Scientific computing and signal processing
Java/Go
Cloud Algorithm
Java/Go
Cloud real-time data stream processing
Model Deployment
Cloud Algorithm
Model Deployment
TensorRT/ONNX model inference optimization
CoreML
Mobile
CoreML
iOS on-device machine learning inference
ML Kit
Mobile
ML Kit
Android on-device machine learning inference
Large-scale Data Processing
Data Platform
Large-scale Data Processing
Health data cleaning, annotation, training
Model Iteration
Data Platform
Model Iteration
A/B testing, online learning, continuous optimization
OPTIMIZATION HIGHLIGHTS

Algorithm Optimization Highlights

Low power, high precision, real-time, multi-dimensional algorithm optimization

+30%
Low Power Optimization
Algorithms run hierarchically on watch, intelligently scheduling computing resources, 30% battery improvement
50ms
Real-time Optimization
Signal processing and algorithm inference pipeline optimization, results output within 50ms
95%+
Accuracy Optimization
Validated against medical devices, heart rate error <3bpm, blood oxygen error <2%
Personalized
Personalized Calibration
Continuously optimizing model parameters based on user baseline data, more accurate with use
Anti-motion
Anti-interference Capability
Multi-sensor fusion algorithm during exercise, maintaining stable monitoring accuracy
On-device AI
On-device Inference
Model quantization and pruning optimization, AI inference completed on watch, protecting privacy
APPLICATION SCENARIOS

Application Scenarios

Algorithm capabilities empowering multi-industry health management scenarios

Personal Health Management
Personal Health Management
Providing comprehensive health monitoring and analysis services for individual users
Elderly Care Institution Monitoring
Elderly Care Institution Monitoring
Providing elderly health monitoring and abnormal alerts for elderly care institutions
Corporate Employee Health
Corporate Employee Health
Providing employee health management and care services for enterprises
Medical Institution Assistance
Medical Institution Assistance
Providing auxiliary monitoring and data reference for medical institutions
Insurance Health Management
Insurance Health Management
Providing health data and risk assessment for insurance companies
Fitness Guidance
Fitness Guidance
Providing professional fitness data and guidance for sports enthusiasts


Scan to Follow, Contact Anytime

Official Account

Official Account

Follow the official account for latest news

WeChat Mini Program

WeChat Mini Program

Scan to experience the WeChat mini program

Android APP

Android APP

Scan to download the Android APP

iOS APP

iOS APP

Scan to download the iOS APP

Business WeChat

Business WeChat

Add business WeChat for one-on-one service