Jonas Fuchs

Orcid: 0000-0002-4846-6374

According to our database1, Jonas Fuchs authored at least 16 papers between 2018 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Full Physical Layer Simulation Tool to Design Future 77 GHz JCRS-Applications.
IEEE Access, 2022

A Machine Learning Perspective on Automotive Radar Direction of Arrival Estimation.
IEEE Access, 2022

High-Resolution Direction-of-Arrival Estimation using Distributed Radar Sensors.
Proceedings of the 2022 IEEE Radio and Wireless Symposium, 2022

2021
A Bayesian Framework for Integrated Deep Metric Learning and Tracking of Vulnerable Road Users Using Automotive Radars.
IEEE Access, 2021

Effects of Target Displacement on Single-Snapshot DOA Estimation in Automotive Radar.
Proceedings of the IEEE Topical Conference on Wireless Sensors and Sensor Networks, 2021

Validation and Analysis of the Propagation Channel at 60 GHz for Vehicular Communication.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

Bayesradar : Bayesian Metric-Kalman Filter Learning for Improved and Reliable Radar Target Classification.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Integrated Classification and Localization of Targets Using Bayesian Framework In Automotive Radars.
Proceedings of the IEEE International Conference on Acoustics, 2021


2020
An Approach to Over-the-air Synchronization of Commercial Chirp-Sequence Automotive Radar Sensors.
Proceedings of the IEEE Topical Conference on Wireless Sensors and Sensor Networks, 2020

Uncertainty Analysis of Deep Neural Network for Classification of Vulnerable Road Users using micro-Doppler.
Proceedings of the IEEE Topical Conference on Wireless Sensors and Sensor Networks, 2020

Channel Characterization at 77 GHz for Vehicular Communication.
Proceedings of the IEEE Vehicular Networking Conference, 2020

Simulation Environment of a Communication System Using CDMA at 77 GHz.
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020


2019
Model Order Estimation Using a Multi-Layer Perceptron for Direction-of-Arrival Estimation in Automotive Radar Sensors.
Proceedings of the IEEE Topical Conference on Wireless Sensors and Sensor Networks, 2019

2018
A Multi-Layer Perceptron Applied to number of target Indication for direction-of-arrival estimation in Automotive radar Sensors.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018


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