Ultra-Miniature Computer-on-Module for On-Device AI Applications

Advantech's ROM-2860 provides 12 TOPS of AI capability and supports dual-camera input By Mike Ball / 25 Jun 2024

Artificial Intelligence (AI) Technology

Discover cutting-edge solutions from 7 leading global suppliers
SUPPLIER SPOTLIGHT
Follow UST

Advantech has launched the ROM-2860, a new Size-L Open Standard Module (OSM) designed to meet the demanding requirements of autonomous mobile robotics (AMR) and Artificial Intelligence of Things (AIoT) applications.

Ultra-Miniature Computer-on-Module for On-Device AI Applications

Powered by the Qualcomm Octa-core QCS6490 processor with a 6.9-watt TDP, the new module achieves nearly 20% better performance than mid-tier x86 processors, coupled with a 43-75% reduction in power consumption and an ultra-compact 45 x 45 mm form factor.

By supporting Windows 11 on ARM, the ROM-2860 maximizes its potential with Arm architecture, enhancing battery life and ensuring consistent performance. Arm Systems on Chip (SoC) often come with essential features including CPU, GPU, Wi-Fi, mobile data networks, and Neural Processor Units (NPUs) to handle AI workloads. This provides users seamless compatibility with existing apps and tools on new Arm-powered devices.

The ROM-2860 accommodates diverse embedded machine vision needs, featuring 12 TOPS of AI capability, dual-camera input support, and a native video codec. These capabilities make it ideal for applications requiring seamless video capture, low-latency signals, limited installation space, and resilience to vibrations. Compared to traditional devices, the ROM-2860’s on-device AI improves operational efficiency in use cases such as drones and robotics, allowing them to use cameras, radar, and LiDAR for initial AI modeling and then to gain inference capabilities for tasks like object detection, route optimization, localization, and collision avoidance.

The ROM-2860 also supports various development tools like Microsoft Azure AI Service, Qualcomm Snapdragon Neural Processing Engine (SNPE) SDK, and Qualcomm AI Hub, streamlining machine learning deployment and converting models from Aware, Azure, and other cloud service providers. With the Qualcomm QCS6490 CPU, it offers 64-bit program support. Developers can update Visual Studio to version 15.9 or above for ARM64 compatibility, simplifying binary compilation for existing projects.

The ROM-2860, with its compact OSM form factor, supports a variety of interfaces including PCIe Gen3 for 5G / Wi-Fi 6, LPDDR5, UFS, USB 3.2, URAT, GPIO, and more. Additionally, it offers dual-display capability with support for up to 2K resolution, including DSI, DP, and eDP. These features provide diverse I/O options that facilitate seamless connections within AIoT applications.

Posted by Mike Ball Mike Ball is our resident technical editor here at Unmanned Systems Technology. Combining his passion for teaching, advanced engineering and all things unmanned, Mike keeps a watchful eye over everything related to the unmanned technical sector. With over 10 years’ experience in the unmanned field and a degree in engineering, Mike’s been heading up our technical team here for the last 8 years. Connect & Contact

Latest Articles

GA-ASI Spotlights Advanced Uncrewed Systems at Paris 2025

General Atomics Aeronautical Systems is internationally showcasing a full-scale model of the company’s Collaborative Combat Aircraft (CCA) at the Paris Air Show 2025 at Stand B-176, Hall 3

Jun 16, 2025
Cambridge Pixel Collaboration to Advance Police Forces C-UAS Technology

Cambridge Pixel and OpenWorks Engineering are collaborating to deliver adaptable counter-drone systems tailored for European law enforcement agencies

Jun 16, 2025
New Crewed-Uncrewed Teaming Solution for Airborne UAS Control

Airbus Helicopters has launched HTeaming, a modular crewed-uncrewed solution that enables helicopter crews to take full control of UAS while airborne

Jun 16, 2025
Neousys to Present Rugged Embedded Computers for UAVs at Paris Air Show

Neousys Technology and Factory Systemes will showcase IP69K edge AI computers and lightweight AI mission computers for drones and robotics at Paris Air Show 2025

Jun 16, 2025
New Autonomous Robot Streamlines Outdoor Data Collection Tasks

Canadian robotics company Optimotive introduces the IRIS MK2, a rugged autonomous robot built to automate data collection in demanding outdoor environments

Jun 16, 2025
Enhancing Point Cloud Accuracy with YellowScan’s New Smoothing Feature

YellowScan’s new Smoothing feature enhances point cloud data by reducing noise, improving accuracy, and preserving critical details for better geospatial analysis

Jun 16, 2025

Featured Content

MEMS DC Accelerometers from SDI Deliver Superior Performance for Unmanned Systems

SDI's MEMS DC accelerometers offer a robust solution for unmanned aerial, ground, and underwater vehicles, providing precise static and dynamic motion sensing, crucial for autonomous navigation, attitude feedback, and structural monitoring

Jun 12, 2025
Calian GNSS Unveils New Anti-Jamming CRPA with XF+ Filtering

Calian GNSS has introduced the CR8894SXF+, a compact CRPA antenna with in-band null forming and XF+ filtering for resilient GNSS performance in interference-prone environments

Jun 06, 2025
Honeywell Introduces HG3900 Tactical-Grade IMU with Enhanced Sensor Accuracy

Honeywell has introduced the HG3900 IMU, a MEMS-based device with tactical-grade accuracy, offering significant SWaP advantages for precision navigation systems

Jun 05, 2025
Advancing Unmanned Systems Through Strategic Collaboration UST works with major OEMs to foster collaboration and increase engagement with SMEs, to accelerate innovation and drive unmanned systems capabilities forward.