Michael Köller

701 total citations
34 papers, 457 citations indexed

About

Michael Köller is a scholar working on Electrical and Electronic Engineering, Computational Mechanics and Artificial Intelligence. According to data from OpenAlex, Michael Köller has authored 34 papers receiving a total of 457 indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Electrical and Electronic Engineering, 11 papers in Computational Mechanics and 10 papers in Artificial Intelligence. Recurrent topics in Michael Köller's work include Advanced MIMO Systems Optimization (7 papers), Advanced Wireless Communication Techniques (7 papers) and Speech and Audio Processing (5 papers). Michael Köller is often cited by papers focused on Advanced MIMO Systems Optimization (7 papers), Advanced Wireless Communication Techniques (7 papers) and Speech and Audio Processing (5 papers). Michael Köller collaborates with scholars based in Germany, Austria and Sweden. Michael Köller's co-authors include Wolfgang Utschick, Christoph Hochenauer, René Prieler, Christoph Hellings, Michael Joham, Hadi Bordbar, Robert A. Wicklund, Michael Baur, Wen Xu and Sha Hu and has published in prestigious journals such as IEEE Transactions on Signal Processing, International Journal of Hydrogen Energy and IEEE Transactions on Wireless Communications.

In The Last Decade

Michael Köller

33 papers receiving 397 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Michael Köller Germany 11 112 95 84 71 64 34 457
Jung-Woo Kim South Korea 10 67 0.6× 88 0.9× 26 0.3× 12 0.2× 3 0.0× 46 541
Alessandro Marino Belgium 15 24 0.2× 50 0.5× 19 0.2× 5 0.1× 28 0.4× 36 895
Noreen Izza Arshad Malaysia 11 35 0.3× 16 0.2× 44 0.5× 17 0.2× 13 0.2× 69 505
Agam Gupta India 10 58 0.5× 27 0.3× 78 0.9× 41 0.6× 2 0.0× 27 435
Abdullah Basahel Saudi Arabia 8 33 0.3× 10 0.1× 30 0.4× 30 0.4× 26 0.4× 30 333
Haiyan Guo China 14 458 4.1× 23 0.2× 48 0.6× 53 0.7× 56 730
Tien-Chi Huang Taiwan 12 28 0.3× 62 0.7× 58 0.7× 42 0.6× 2 0.0× 23 732

Countries citing papers authored by Michael Köller

Since Specialization
Citations

This map shows the geographic impact of Michael Köller's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Michael Köller with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael Köller more than expected).

Fields of papers citing papers by Michael Köller

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Michael Köller. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Michael Köller. The network helps show where Michael Köller may publish in the future.

Co-authorship network of co-authors of Michael Köller

This figure shows the co-authorship network connecting the top 25 collaborators of Michael Köller. A scholar is included among the top collaborators of Michael Köller based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Michael Köller. Michael Köller is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Köller, Michael, et al.. (2023). Numerical study of an industrial burner to optimise NOx emissions and to evaluate the feasibility of hydrogen-enriched fuel. International Journal of Hydrogen Energy. 49. 1210–1220. 5 indexed citations
2.
Köller, Michael, et al.. (2023). A Versatile Low-Complexity Feedback Scheme for FDD Systems via Generative Modeling. IEEE Transactions on Wireless Communications. 23(6). 6251–6265. 12 indexed citations
3.
Köller, Michael, et al.. (2023). On the Mean Square Error Optimal Estimator in One-Bit Quantized Systems. IEEE Transactions on Signal Processing. 71. 1968–1980. 13 indexed citations
4.
Köller, Michael, et al.. (2022). GMM-based Codebook Construction and Feedback Encoding in FDD Systems. 94. 37–42. 3 indexed citations
5.
Baur, Michael, et al.. (2022). CSI Clustering with Variational Autoencoding. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 5278–5282. 2 indexed citations
6.
Köller, Michael, et al.. (2022). Encouraging Validatable Features in Machine Learning-Based Highly Automated Driving Functions. IEEE Transactions on Intelligent Vehicles. 8(2). 1837–1851.
7.
Köller, Michael, et al.. (2022). Evaluation of a Gaussian Mixture Model-based Channel Estimator using Measurement Data. 1–6. 9 indexed citations
8.
Köller, Michael, et al.. (2021). CFD investigation of a vertical annealing furnace for stainless steel and non-ferrous alloys strips – A comparative study on air-staged & MILD combustion. Thermal Science and Engineering Progress. 28. 101056–101056. 14 indexed citations
9.
Köller, Michael, et al.. (2021). MILD combustion of hydrogen and air – An efficient modelling approach in CFD validated by experimental data. International Journal of Hydrogen Energy. 47(9). 6349–6364. 23 indexed citations
10.
Köller, Michael, et al.. (2021). Assessment of natural gas/hydrogen blends as an alternative fuel for industrial heat treatment furnaces. International Journal of Hydrogen Energy. 46(41). 21672–21686. 77 indexed citations
11.
Köller, Michael, et al.. (2021). One-Bit Quantized Channel Prediction with Neural Networks. 604–609. 1 indexed citations
12.
13.
Köller, Michael, et al.. (2021). Unsupervised Learning of Adaptive Codebooks for Deep Feedback Encoding in FDD Systems. 2021 55th Asilomar Conference on Signals, Systems, and Computers. 13. 1464–1469. 6 indexed citations
14.
Köller, Michael, et al.. (2020). Dynamic Image Sampling Using a Novel Variance Based Probability Mass Function. IEEE Transactions on Computational Imaging. 6. 1440–1450. 4 indexed citations
15.
Hellings, Christoph, et al.. (2019). Evaluation of Neural-Network-Based Channel Estimators Using Measurement Data. International ITG Workshop on Smart Antennas. 164–168. 6 indexed citations
16.
Köller, Michael, Thomas Wiese, & Wolfgang Utschick. (2018). A Generalized Hard Thresholding Pursuit on Infinite Unions of Subspaces.. 1–7. 1 indexed citations
17.
Raupenstrauch, Harald, et al.. (2018). Development of a twostep simulation concept for fast and accurate prediction of NOX using flamelet model and detailed chemistry in OpenFOAM. 2 indexed citations
18.
Köller, Michael, et al.. (2018). Machine Learning for Channel Estimation from Compressed Measurements. 1–5. 5 indexed citations
19.
Hellings, Christoph, Michael Köller, & Wolfgang Utschick. (2015). An Impropriety Test Based on Block-Skew-Circulant Matrices. International ITG Workshop on Smart Antennas. 1–6. 5 indexed citations
20.
Köller, Michael. (1988). Risk as a Determinant of Trust. Basic and Applied Social Psychology. 9(4). 265–276. 123 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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