Fraunhofer Institute for Integrated Circuits IIS

Fraunhofer Institute for Integrated Circuits IIS

Scientific fundamentals

Here you will find publications on the technological approaches to localisation:

Classic TDOA localisation with AI support

Alternative to classic TDOA localisation

General concepts

Data-driven Wireless Positioning
A deep learning approach to position estimation from channel impulse responses
Experimental Investigation of 5G Positioning Performance Using a mmWave Measurement Setup
Data-driven methods for determining position and orientation in radio- and inertial-based dead reckoning (in German language)

Robustness and reliability

Approaches for simpler deployment

Machine Learning

Accuracy-aware compression of channel impulse responses using deep learning

Further publications