IoT Vehicle Modules & Edge AI Solutions for Transportation:

Use Cases

Intelligent mobility is accelerating as vehicles adopt AI and V2X (Vehicle-to-Everything) technologies, revolutionizing how cars communicate with their surroundings and each other. V2X enables real-time interaction between vehicles, infrastructure, and pedestrians, improving safety through predictive alerts and collision avoidance. Combined with AI-driven perception and decision-making, vehicles can analyze sensor and contextual data to optimize routes, manage speed, and anticipate hazards. These advancements are no longer exclusive to OEMs, aftermarket solutions are making them accessible to existing vehicles of all sorts.

In this section, we showcase real-world healthcare and medical applications powered by SolidRun embedded and Edge AI solutions. These examples highlight how SolidRun delivers long-term value to OEMs and system integrators developing next-generation medical and health technologies. SolidRun’s professional services help healthcare OEMs and system integrators accelerate development and bring reliable medical solutions to market faster.

For confidentiality reasons, customer names are not disclosed.

Driving Intelligence: CAN-Bus and ADASIS V2 Based solutions
Integrating CAN-Bus communication with the ADASIS V2 protocol significantly enhances vehicle safety and driver assistance capabilities. By utilizing data from cameras, GNSS positioning, and digital maps, Intelligent Speed Assist helps maintain compliance with speed limits by providing audible and visual alerts whenever the driver exceeds the allowed speed. Likewise, Blind Spot Information Systems employ radar and optical sensors to monitor areas outside the driver’s direct view, assess potential collision risks, and deliver timely warnings. Together, these technologies improve situational awareness and reduce the likelihood of accidents on the road. Beyond real-time assistance, the solution also supports advanced monitoring and data logging functions operating similarly to an aircraft black box.
OUR ADVANTAGE
Product: RZ/G2LC System on Module
By combining robust vehicle communication with predictive ADAS data, the RZ/G2LC SoM delivers a complete platform for intelligent, safer, and more connected vehicles, making it an ideal choice for modern automotive and transportation applications.

Next-Gen Solution for Safer, Smarter Micro mobility
Urban mobility is evolving rapidly, but safety and compliance for light electric vehicles remain major hurdles. Riders face risks from limited visibility, unpredictable traffic, and lack of collision warnings, while operators struggle with enforcing geofencing, monitoring rides, and preventing theft. These gaps not only compromise safety but also hinder the growth of shared micromobility and fleet operations. An advanced AI-powered platform solution is offered that transforms how light electric vehicles operate. By integrating computer vision, connectivity, and future-proof hardware, real-time rider assistance is provided with speed management, digital rear vision, and collision alerts. It ensures fleet compliance through ultra-precise geofencing, ride monitoring, and video telematics, while enhancing vehicle security with intelligent video protection.
OUR ADVANTAGE
Product: i.MX8M Plus System on Module
The NXP i.MX 8M Plus processor delivers powerful vision capabilities through its dedicated Neural Processing Unit (NPU) and dual Image Signal Processors (ISPs), enabling advanced machine learning and real-time image processing at the edge. The NPU provides up to 2.3 TOPS for accelerating inference tasks like object detection, human pose estimation, and facial recognition, while the dual ISPs handle up to 375 megapixels per second with HDR support for high-quality image enhancement. With support for multiple MIPI CSI camera inputs and hardware-accelerated 1080p60 H.265/H.264 video encoding and decoding, the processor is ideal for video-intensive applications. SolidRun’s i.MX 8M Plus is a Mezzanine based small size 47 x 30 mm SoM making it ideal for transportation solutions.

High-Speed Railway Communications
Broadband wireless communications can enhance the train operation by monitoring real-time train-related data information and supporting passenger services such as Internet access.
OUR ADVANTAGE
Product: LX2160A Computer on Module
Paid Services: Conformal coating production option to meet the environmental requirements.
Robust and modular networking computing module with strong communication and processing capabilities allowing customers to easily design their own carrier board.

Collision Avoidance With V2X Communication
With all connected vehicles on the road communicating with each other about their position, speed and direction, onboard units may alert one another to slow down or come to a halt in order to prevent any collisions. Furthermore, to maintain a safe distance and avoid any right-of-way collisions, vehicles may be alerted when another connected road user is too close or passing through an intersection. Lastly, automated lane merges allow for an efficient and safer flow of traffic as connected vehicles exchange lanes in a coordinated manner to not affect traffic speed.
OUR ADVANTAGE
Product: i.MX 8XLite System on Module
The SolidRun SOM solution is designed for real-time processing and V2X applications to ensure road user safety during time-sensitive situations. The SOMs powerful Arm Cortex processors and multiple high-speed interfaces act as a valued component in a wide range of controller-based architectures.

Collision Avoidance With V2X Communication use case

Driving Intelligence: CAN-Bus and ADASIS V2 Based solutions
Integrating CAN-Bus communication with the ADASIS V2 protocol significantly enhances vehicle safety and driver assistance capabilities. By utilizing data from cameras, GNSS positioning, and digital maps, Intelligent Speed Assist helps maintain compliance with speed limits by providing audible and visual alerts whenever the driver exceeds the allowed speed. Likewise, Blind Spot Information Systems employ radar and optical sensors to monitor areas outside the driver’s direct view, assess potential collision risks, and deliver timely warnings. Together, these technologies improve situational awareness and reduce the likelihood of accidents on the road. Beyond real-time assistance, the solution also supports advanced monitoring and data logging functions operating similarly to an aircraft black box.
OUR ADVANTAGE
Product: RZ/G2LC System on Module
By combining robust vehicle communication with predictive ADAS data, the RZ/G2LC SoM delivers a complete platform for intelligent, safer, and more connected vehicles, making it an ideal choice for modern automotive and transportation applications.

Next-Gen Solution for Safer, Smarter Micro mobility
Urban mobility is evolving rapidly, but safety and compliance for light electric vehicles remain major hurdles. Riders face risks from limited visibility, unpredictable traffic, and lack of collision warnings, while operators struggle with enforcing geofencing, monitoring rides, and preventing theft. These gaps not only compromise safety but also hinder the growth of shared micro-mobility and fleet operations. An advanced AI-powered platform solution is offered that transforms how light electric vehicles operate. By integrating computer vision, connectivity, and future-proof hardware, real-time rider assistance is provided with speed management, digital rear vision, and collision alerts. It ensures fleet compliance through ultra-precise geofencing, ride monitoring, and video telematics, while enhancing vehicle security with intelligent video protection.
OUR ADVANTAGE
Product: i.MX8M Plus System on Module
The NXP i.MX 8M Plus processor delivers powerful vision capabilities through its dedicated Neural Processing Unit (NPU) and dual Image Signal Processors (ISPs), enabling advanced machine learning and real-time image processing at the edge. The NPU provides up to 2.3 TOPS for accelerating inference tasks like object detection, human pose estimation, and facial recognition, while the dual ISPs handle up to 375 megapixels per second with HDR support for high-quality image enhancement. With support for multiple MIPI CSI camera inputs and hardware-accelerated 1080p60 H.265/H.264 video encoding and decoding, the processor is ideal for video-intensive applications. SolidRun’s i.MX 8M Plus is a Mezzanine based small size 47 x 30 mm SoM making it ideal for transportation solutions.

High-Speed Railway Communications
Broadband wireless communications can enhance the train operation by monitoring real-time train-related data information and supporting passenger services such as Internet access.
OUR ADVANTAGE
Product: LX2160A Computer on Module
Paid Services: Conformal coating production option to meet the environmental requirements.
Robust and modular networking computing module with strong communication and processing capabilities allowing customers to easily design their own carrier board.

Collision Avoidance With V2X Communication
With all connected vehicles on the road communicating with each other about their position, speed and direction, onboard units may alert one another to slow down or come to a halt in order to prevent any collisions. Furthermore, to maintain a safe distance and avoid any right-of-way collisions, vehicles may be alerted when another connected road user is too close or passing through an intersection. Lastly, automated lane merges allow for an efficient and safer flow of traffic as connected vehicles exchange lanes in a coordinated manner to not affect traffic speed.
OUR ADVANTAGE
Product: i.MX 8XLite System on Module
The SolidRun SOM solution is designed for real-time processing and V2X applications to ensure road user safety during time-sensitive situations. The SOMs powerful Arm Cortex processors and multiple high-speed interfaces act as a valued component in a wide range of controller-based architectures.