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Björn Tech
Smart Traffic

AIoT-Enabled Smart Traffic Large-scale Deployments

With the AIE-PX11/12/21/22 and Wi-Fi HaLow, license plates are recognized with 99% precision and data travels up to 2 km wirelessly.

AIE-PX11AIE-PX12AIE-PX21AIE-PX22
Smart city and traffic illustrated with wireless connectivity icons

Challenge

The integration of AI and IoT (AIoT) into smart traffic systems has significantly improved traffic management efficiency. However, large-scale deployments at intersections and roadside locations face challenges such as limited wired and wireless coverage, restricted data transmission distance, power constraints and high operational and maintenance costs.

Wired networks, requiring extensive cabling, are limited by their small coverage area and high costs, while wireless networks like traditional Wi-Fi are confined to a 0.1-kilometer range and are prone to interference.

Solution

Developed with an independent software vendor (ISV) and Wi-Fi HaLow partner, this solution uses Aetina's AIE-PX11/12/21/22 fanless edge AI systems for scalable, cost-effective smart traffic deployments. Powered by NVIDIA Jetson AGX Orin, it delivers real-time, accurate license plate recognition with 99% precision while ensuring low latency, and recognizes skewed license plates at up to 60-degree angles.

With Wi-Fi HaLow, it offers ultra-long transmission distances, 20x greater than traditional Wi-Fi (a 2-km range versus standard Wi-Fi's 0.1 km), while consuming less power. Wi-Fi HaLow supports up to 256 points, eliminating complex cabling and high 4G/5G costs, and the energy-efficient system is ideal for outdoor use and easy maintenance.

This AIoT-enabled system is ideal for smart city applications, supporting traffic control, violation detection, and crime tracking with high efficiency and cost-effectiveness for large-scale deployments.

Results

  • Cost-effectiveness: no SIM cards, no contracts, and no monthly fees.
  • Low power consumption, unlimited data: real-time image transmission to the control center for AI analysis.
  • Comprehensive solution: reduces integration costs, speeds up deployment, and lowers maintenance costs.
  • Reduced manual verification: 99% accuracy in recognition rate lowers the costs for operations and maintenance.

Aetina Products Used

AIE-PX11/12/21/22-A2

Aetina · NVIDIA Jetson AGX Orin · Fanless system

AIE-PX11/12/21/22-A2

A fanless system powered by Jetson AGX Orin: silent and low-maintenance, with up to 275 TOPS of AI performance, 10GbE and 2 or 4 PoE (802.3af) ports.

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Why Björn Tech?

Integration in a Single System

We plan Aetina AI systems together with POLYRACK enclosures, our thermal management partners and Innodisk storage, memory and cameras as one project.

The Right Platform for the Application

A palm-sized fanless Mini system, a GPU-expansion workstation or a 2U server: we choose the platform with you based on what the application needs.

A Local Point of Contact

As the authorised distributor in Türkiye we are your single point of contact for quotes, product selection and project support.

Talk to our engineering team about your project.

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