SAMIRA 2.0
The AI-powered assistance system for safe, unaccompanied shunting – with the mobile sensor module mounted on the last wagon.
- Real time via hybrid 5G
- TRL 7 – tested in the field
- AI built for shunting
The last mile makes all the difference – at a cost
Shunting is particularly labour-intensive where goods are brought the last mile to terminals and sidings – and it is precisely here that the shortage of skilled workers is felt most acutely. In pushed movements, the head of the train has so far had to be staffed in person or laboriously reached on foot.
The result is unproductive walking, work in all weathers and an unattractive workplace. This makes the last mile costly, inflexible and dependent on scarce personnel – a growing disadvantage in the competition with trucks.
The head of the train is staffed in person or reached on foot – with a radio link to the locomotive driver.
The sensor module secures the head of the train – the locomotive driver stays in the cab.
SAMIRAmobil: cameras, LiDAR and GNSS in one housing
A sensor module takes the lead
At the heart of SAMIRA 2.0 is SAMIRAmobil – a portable, battery-powered sensor module that is attached to the last wagon quickly and without any modifications. Stereo camera, LiDAR, RADAR and satellite-based positioning capture the surroundings at the head of the train; an AI developed specifically for shunting detects people, vehicles and obstacles – reliably, even in fog, snow and rain.
Via hybrid 5G, an augmented real-time video stream reaches the cab directly – highlighting the route, distances and the calculated braking distance. The locomotive driver stays in the cab and always has a safe view of the head of the train.
An intelligent sensor system takes the lead – digital rather than manual.
What SAMIRA sees at the head of the train
AI danger zone monitoring
A purpose-trained AI detects people, vehicles, signals and signs in the shunting area and segments the route – even at switches.
LiDAR obstacle detection
LiDAR and RADAR complement the camera to form a redundant picture of the surroundings and measure distances to obstacles on the route.
Track-selective positioning
GNSS with RTK correction and inertial sensors determine the position to the centimetre; digital track maps stabilise positioning on the correct track.
The head of the train in the live feed
On the display in the cab, the locomotive driver sees the live feed from the last wagon. Route, obstacles, distances and the calculated braking distance are overlaid directly using augmented reality.
Access for everyone authorised
Because the augmented video stream is transmitted over a data network, it is also available to the control centre, track workers or operations management.
The picture gets through: hybrid 5G
Transmission has to be secure and virtually delay-free. That is why SAMIRA uses the public 5G network and private campus networks – and switches seamlessly between them during operation.
Latency-minimised real-time transmission from the moving train
Campus networks close dead spots and cover factory halls
Seamless handover between public and campus network
Mobile on the wagon or permanently installed
Mobile on the last wagon
SAMIRAmobil is mounted on the coupling hook by one person without tools and is ready for use within a short time. The battery lasts a full work shift.
Stationary as SAMIRAfix
The core components can also be installed as a stationary module on a pole or building – to monitor danger spots such as level crossings or confusing track ladders.
Safer, more efficient, future-proof
Greater safety
Increases operational safety throughout shunting – even at night and in bad weather – and actively prevents collisions.
More efficient operations
No staffed or shuttling head of train, no unproductive walking: scheduling becomes more flexible and less dependent on scarce personnel.
Foundation for Logistics 4.0
Real-time monitoring, automation and the integration of AI and IoT – expandable all the way to autonomous shunting.
European development
Fully developed by IKADO, with all rights held by IKADO – tested in real operations and validated in test and measurement runs.
From the base system to your solution
SAMIRA is modular and scalable and grows with your requirements – in three stages.
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1
Mobile module on the wagon
SAMIRAmobil is mounted on the last wagon when needed – without modifying vehicles or infrastructure.
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2
Fixed train equipment
The sensors are permanently installed on the shunting locomotive or at both ends of the train.
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3
Without a shunting attendant in both directions
Unaccompanied shunting in both directions – as the basis for autonomous shunting.
In development since 2019 – available to order now
TRL 7 – tested and validated in the field
- 09/2019 Start of SAMIRA1 – funded by the state of NRW and the EU (ERDF)
- 09/2022 Live demonstration of the complete system at Reuschling in Hattingen
- 03/2023 Completion of SAMIRA1
- 01/2024 Start of SAMIRA2.0 in the federal programme “The Future of Rail Freight Transport”
- 05/2025 First stakeholder workshop
- 09/2026 Prototype B in the “Digital Test Field for Rail” at Chemnitz University of Technology · World premiere at InnoTrans
- Available now Launch Edition available to order Enquire now
- until 05/2027 Field testing in real shunting operations and project completion
With the Launch Edition, you can use SAMIRA in your own shunting operations right away – get in touch.
SAMIRAmobil on the coupling hook of a shunting locomotive at the Schwarzenberg railway museum, September 2026. The final series design may differ.
SAMIRA in action
Let’s talk about taking the first step together.
Would you like to use SAMIRA in your shunting operations or develop it further together? We look forward to hearing from you.
IKADO GmbH · Auf der Hüls 198 · 52068 Aachen
+49 241 182 94-16