Dr. Miroslav Hekrdla

Biomedical image analysis postdoc researcher at J. Heyrovský Institute of Physical Chemistry

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)