Search Results for author: Andreas Barthelme

Found 3 papers, 0 papers with code

ChainNet: Neural Network-Based Successive Spectral Analysis

no code implementations8 May 2021 Andreas Barthelme, Wolfgang Utschick

We discuss a new neural network-based direction of arrival estimation scheme that tackles the estimation task as a multidimensional classification problem.

Classification Direction of Arrival Estimation +2

A Machine Learning Approach to DoA Estimation and Model Order Selection for Antenna Arrays with Subarray Sampling

no code implementations27 Sep 2020 Andreas Barthelme, Wolfgang Utschick

In this paper, we study the problem of direction of arrival estimation and model order selection for systems employing subarray sampling.

Direction of Arrival Estimation Model Selection

Model Order Selection in DoA Scenarios via Cross-Entropy based Machine Learning Techniques

no code implementations21 Oct 2019 Andreas Barthelme, Reinhard Wiesmayr, Wolfgang Utschick

In this paper, we present a machine learning approach for estimating the number of incident wavefronts in a direction of arrival scenario.

BIG-bench Machine Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.