6G-ICAS4Mobility

6G-ICAS4Mobility integrates previously separate communications and sensing functions such as automotive radar and aerial drones.

Our contribution

The problem

01

The project

01

Project duration: 01.10.2022 - 30.09.2025

Website: https://www.6g-icas4mobility.de/

Communication and radar systems are still operated separately today, although from a technical point of view they have many things in common, such as in the area of signal processing and system architecture. This leads to an inefficient overall solution: Due to the double demand for hardware resources, the total energy consumption increases in addition to the investment costs.

In addition, radar systems in mobile applications today often operate independently of each other, which can lead to mutual interference and reduced performance. At the same time, a high synergy potential remains untapped, such as through closer collaboration between different radar systems and the establishment of multi-static radars.

The goal of 6G-ICAS4Mobility is to more closely link and integrate the previously separate communication and acquisition functions. The focus is on automotive and aerial drone applications.

The solution

02

Our contribution

02

Merantix Momentum enables the recognition of objects and the reconstruction of scene information targeted in the project only through the use of machine learning methods in a quality that is necessary for use in industrial environments. Robust recognition and classification methods are particularly important for future technologies that will be used in autonomous driving vehicles and aerial drones.

The focus of Merantix Momentum's work within the project is on the application of Deep Learning to achieve self-supervised scene reconstruction and odometry based on radar information. The goal for Merantix Momentum is to use this as a basis to develop novel methods that allow detection and classification based on radar data.

Our result

03

Research began in October 2022 and results will follow here as they become available.

Research began in October 2022 and results will follow here as they become available.

View more projects

Sourcing and prioritization of AI ideas

For SM, a 5-month challenge was accompanied to collect, refine and evaluate & prioritize AI Cases ideas along relevant dimensions.

Data-driven product recommendations

Setting up of a cloud-based data platform with customer profiles and development of a recommender system for the playout of product recommendations in the optics business.

From silos to added value

Data integration and self-configurable AI apps shorten the path from decentralized data silos to valuable insights along the entire process chain.

Automated contract review

AI speeds up the review of DPA contracts to reduce the workload of attorneys and free up capacity for more demanding tasks.

AI-based product placements to increase revenue

Setting up of a cloud-based data platform with customer profiles and development of a recommender system for the playout of product recommendations in the optics business.

Automatic quotation generation

Automatic generation of individualized offers in the building materials trade through AI-supported text processing and supplier integration.

Contact us

Critical and holistic evaluation of the approach
Development of guidance for reliable implementation
Free of charge and without obligation

Thank you! Your submission has been received!

Oops! Something went wrong while submitting the form.

We would like to get to know you!

Start your AI journey with us now

Subscribe now to the Merantix Momentum Newsletter.

View more projects

KITE

KITE improves the efficiency of electric motors in vehicles by automating the design process, thereby reducing costs and emissions.

safe.trAIn

safe.trAIn is developing a robust, transparent and reliable platform prototype of a safe autonomous train.

SECREDAS

SECREDAS focused on protecting against malicious intrusions into autonomous driving that would put road users at risk.

FlexGUIde

FlexGUIde develops and leverages communication technologies and AI to enable SMEs to access the energy market of the future.

AdaProQ

AdaProQ develops methods to optimize production quality and scrap rates in manufacturing and to view them holistically.

EMiL

EMiL investigates and implements real-time and AI-based methods for detecting and eliminating faults and attacks in 5G/6G networks.

Contact us

Critical and holistic evaluation of the approach
Development of guidance for reliable implementation
Free of charge and without obligation

Thank you! Your submission has been received!

Oops! Something went wrong while submitting the form.

We would like to get to know you!

Start your AI journey with us now

Subscribe now to the Merantix Momentum Newsletter.