Edge AI & Test Instruments

Heterogeneous-computing oHFM edge modules with FPGA+ARM architecture provide high energy-efficiency hardware for edge AI inference, smart instruments and industrial IoT gateways.

Typical Application Scenarios

Edge AI Inference Acceleration

Deploy object detection, speech recognition, anomaly detection and other AI models at the edge; FPGA dynamic reconfigurability supports switching models per scenario with 5-10x better energy efficiency than GPUs.

Smart Instrument Signal Analysis

Signal processing frontend for oscilloscopes, spectrum analyzers, network analyzers and other smart instruments; FPGA performs real-time FFT, filtering and protocol parsing with support for custom measurement algorithms.

Industrial IoT Edge Gateway

Multi-protocol industrial fieldbus (EtherCAT/PROFINET/TSN) conversion and edge computing gateway supporting real-time acquisition and local analysis of thousands of I/O points.

Pain Points of Traditional Solutions

GPU solutions have poor energy efficiency, high edge deployment cost

AI model updates require frequent hardware replacement, poor flexibility

Industrial fieldbus protocols are numerous and complex, heavy adaptation workload

Real-time requirements are high; CPU software solutions cannot guarantee deterministic latency

oHFM Standardized Solution

oHFM edge-computing standard modules integrate FPGAs and high-performance ARM processors with heterogeneous scheduling: FPGA handles deterministic real-time signal processing and AI inference acceleration while ARM handles business logic and networking. The standard module form factor supports rapid development of edge products from industrial gateways to smart cameras.

Customer Value

5-10x better than GPU solutions

Energy Efficiency

Reconfigurable hardware, ms-level model switching

Model Switching

Microsecond-level deterministic response

Real-Time Performance

Industrial-grade parts, 10-year supply guarantee

Supply Lifecycle

Start Your oHFM Standardized Product Development

Standardized modules plus flexible software-defined design let you focus on core algorithms and product innovation without reinventing the wheel.

View Standard Products Contact Us