Why choose RK3588 over Jetson Nano for mid-range AMR robots?

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For mid-range Autonomous Mobile Robots (AMR) such as warehouse logistics robots, delivery robots, and industrial transport AGVs, selecting the appropriate edge AI computing platform is essential. The two frequently compared options are Rockchip RK3588 and NVIDIA Jetson Nano.

Although Jetson Nano has been extensively utilized in the initial phases of robotics, the RK3588 platform provides considerably superior performance, scalability, and cost-effectiveness, rendering it a more advantageous option for contemporary mid-range AMR robot designs.

RK3588 vs Jetson Nano: Key distinctions
1. Computing performance

Advantages of RK3588:

  • Octa-core CPU (4× Cortex-A76 + 4× Cortex-A55)
  • Mali-G610 high-performance GPU
  • AI NPU with up to 6 TOPS
  • Native 4K/8K video decoding

Limitations of Jetson Nano:

  • Quad-core ARM Cortex-A57 CPU
  • Maxwell-based GPU (an older architecture)
  • Absence of a dedicated high-performance modern NPU
  • Constrained AI throughput for intricate models

RK3588 provides 3–8× greater overall computing performance for robotics applications.

RK3588 Mainboard

RK3588 Mainboard

2. AI capabilities for AMR robotics

AMR robots necessitate real-time AI functionalities such as:

  • Obstacle detection
  • SLAM navigation
  • Object recognition
  • Multi-camera fusion

The RK3588 features a dedicated 6 TOPS NPU, which facilitates:

  • Enhanced inference speed
  • Reduced CPU load
  • Improved real-time decision-making

In contrast, the Jetson Nano primarily depends on GPU computation, which is less effective for contemporary edge AI tasks.

3. Power efficiency and thermal management

For mid-range AMR robots functioning continuously:

– RK3588 offers a superior performance-per-watt ratio with dynamic scaling.
– Jetson Nano faces greater power limitations under AI workloads.

Consequently, the RK3588 is more appropriate for battery-operated mobile robots.

4. Multimedia and vision processing capabilities

The RK3588 accommodates:

  • 4K/8K video decoding
  • Multi-camera input (MIPI-CSI)
  • Real-time image processing pipelines

These features are crucial for:

  • Warehouse navigation
  • Barcode scanning robots
  • Vision-based AMR systems

The Jetson Nano, however, is restricted to lower resolution processing and fewer simultaneous streams.

RK3568 Mainboard

RK3568 Mainboard

5. System scalability and integration

The RK3588 is extensively utilized in embedded industrial systems and supports:

  • Android / Linux / Ubuntu / Debian
  • Comprehensive industrial interfaces (UART, RS485, GPIO, I2C)
  • Multi-display output for robot user interface dashboards
  • Integration of edge AI and control systems

This facilitates the development of complete AMR control ecosystems, rather than merely AI modules.

The RK3588 is superior for mid-range AMR robots due to several key factors.

For most mid-range AMR applications, developers require:

  • Consistent real-time performance
  • Robust AI inference capabilities
  • Integration of multiple sensors
  • Cost-effective mass production

The RK3588 offers an optimal balance of:

  • Exceptional performance
  • Reduced system costs compared to Jetson platforms
  • Powerful AI NPU acceleration
  • Capability for industrial-grade integration

Application scenarios for RK3588-based AMR systems include:

  • Warehouse logistics robots
  • Smart delivery AMR systems
  • Robots for factory material transport
  • Autonomous navigation robots
  • Service and inspection robots
rk3588-motherboard

rk3588-motherboard

Portworld’s RK3588 robotics solutions

For companies engaged in the development of AMR robots, Portworld delivers comprehensive RK3588-based embedded solutions.

Portworld is a comprehensive provider of touch screen solutions, specializing in custom B2B smart hardware, with 18 years of industry experience, offering complete OEM/ODM services.

Supported platforms encompass:

Rockchip (RK3566 / RK3576 / RK3588 / RK3572 / RK3506)

  • NVIDIA AI platforms
  • MediaTek (MTK P8786)
  • ESP32-P4 embedded systems
  • Intel / AMD architectures
  • Snapdragon / Spreadtrum platforms

Supported operating systems include:

  • Android
  • Linux (Ubuntu / Debian)
  • Windows

OEM/ODM advantages for AMR development

Portworld facilitates full-cycle robotics product development:

  • Customization of RK3588 embedded motherboards
  • Integration of AI vision systems
  • Design of carrier boards + SOM
  • Development of industrial robotics control systems
  • Support for CKD / SKD manufacturing
  • Scaling from prototype to mass production

This enables robotics companies to efficiently transition from concept to prototype to commercial AMR products.