Dr. Miroslav Hekrdla
Biomedical image analysis postdoc researcher at J. Heyrovský Institute of Physical Chemistry
Member of plasmonic super-resolution microscopy group since 2021
Address: Department of Biophysical Chemistry, J. Heyrovský Institute of Physical Chemistry, Czech Academy of Sciences, Dolejškova 3, Room 626, 182 23, Prague, Czech Republic
Research links:
Gitlab link: gitlab.com/VladkaPetrakova/petrakova_group
Professional interests
Biomedical image analysis, machine learning, statistical signal processing, radar and wireless communications
Biography
Biomedical image analysis postdoc researcher at Czech Technical University in Prague, 2019 - 2020
Research and development in radar company ERA a.s., 2016 - 2019
Wireless communications postdoc researcher at Politecnico di Milano, 2014 - 2015
Phd in wireless communications at Czech Technical University in Prague, 2014, thesis
Selected Publications
M. Hekrdla, A. Hermanek, "Deep Convolutional Neural Network Classifier of Pulse Repetition Interval Modulations", IEEE International Radar Conference, 2019, slides
M. Hekrdla, P. Stukovska, "Spectrally Compact SFSK Radar Waveforms", IEEE Radar Conference, 2018, slides
M. Hekrdla, A. Matera, U. Spagnolini and W. Wang, "Per-Line Power Controlled Lattice-Reduction Aided Zero-Forcing Precoding for G.fast Downstream," IEEE Global Communications Conference (GLOBECOM), 2016
M. Hekrdla, A. Matera, S. H. R. Naqvi and U. Spagnolini, "Interference-sharing multi-operator cooperation for downlink precoding in cloud-RAN architecture," IEEE International Conference on Communications Workshops (ICC), 2016
M. Hekrdla, A. Matera, W. Wang, D. Wei and U. Spagnolini, "Ordered Tomlinson-Harashima Precoding in G.fast Downstream," IEEE Global Communications Conference (GLOBECOM), 2015, slides
M. Hekrdla and J. Sykora, "Constellations Maximizing Minimal Distance for Physical-Layer Network Coding Multiway Relaying," IEEE Vehicular Technology Conference (VTC), 2015, slides
M. Hekrdla and J. Sykora, "Hexagonal Constellations for Adaptive Physical-Layer Network Coding 2-Way Relaying," IEEE Communications Letters, 2014
M. Hekrdla and J. Sykora, "On Indexing of Lattice-Constellations for Wireless Network Coding with Modulo-Sum Decoding," IEEE Vehicular Technology Conference (VTC), 2013, slides
M. Hekrdla and J. Sykora, "Optimised Constellation Prerotation for 3-Terminal 1-Relay Network with Wireless Network Coding," IEEE Communications Letters, 2012
M. Hekrdla and J. Sykora, "Uniformly most powerful alphabet for HDF two-way relaying designed by non-linear optimization tools," International Symposium on Wireless Communication Systems (ISWCS), 2011, slides
M. Hekrdla and J. Sykora, “Design of uniformly most powerful alphabets for HDF 2-way relaying employing non-linear frequency modulations,” EURASIP Journal on Wireless Communications and Networking, 2011, paper
Talks
M. Hekrdla. "Image Processing in ImageJ using Macros", JHI, Prague, 2021, slides
M. Hekrdla, "Machine Learning Based Radar Signal Classification in Passive Surveillance Systems", CTU Prague, 2019, slides
M. Hekrdla, "Tomlinson-Harashima Precoding in wireless MISO Broadcast Channel", TU Dresden, 2016, slides
Lectures
M. Hekrdla, "Elements of electronics: Signals and systems", CTU Prague, 2014, slides
Last update: 2021_10_11 (year_month_day)