Overview
Background
Dr. Konstanty Bialkowski’s research interests lie in the area of communication systems, passive radar and signal processing, and specifically in the areas of wireless communication, and the use of multiple antennas or sensors for communication, radar and imaging systems. In these fields, a software-defined-radio (SDR) is an extremely useful tool, allowing practical experimentation in specific areas like high reliability or high data rate communications, radio-frequency identification, wireless sensing and biological applications.
Some key contributions have been in the development of architectures to collect information from various sensors including RF, vibration and acoustic signals; as well as sensor algorithms for passive radar, where using multiple receivers is capable of resolving target location in 3D space, rather than just the range and Doppler; and showing that SDRs can be used to develop low cost biomedical imaging devices.
Availability
- Dr Konstanty Bialkowski is:
- Available for supervision
- Media expert
Fields of research
Qualifications
- Bachelor of Science, The University of Queensland
- Bachelor (Honours) of Engineering, The University of Queensland
- Doctor of Philosophy, The University of Queensland
Works
Search Professor Konstanty Bialkowski’s works on UQ eSpace
2024
Journal Article
Clinical electromagnetic brain scanner
Abbosh, Amin, Bialkowski, Konstanty, Guo, Lei, Al-Saffar, Ahmed, Zamani, Ali, Trakic, Adnan, Brankovic, Aida, Bialkowski, Alina, Zhu, Guohun, Cook, David and Crozier, Stuart (2024). Clinical electromagnetic brain scanner. Scientific Reports, 14 (1) 5760, 1-16. doi: 10.1038/s41598-024-55360-7
2024
Book Chapter
Elucidating Discrepancy in Explanations of Predictive Models Developed Using EMR
Brankovic, Aida, Huang, Wenjie, Cook, David, Khanna, Sankalp and Bialkowski, Konstanty (2024). Elucidating Discrepancy in Explanations of Predictive Models Developed Using EMR. Studies in Health Technology and Informatics. IOS Press. doi: 10.3233/shti231088
2024
Journal Article
Clutter Removal for Microwave Head Imaging via Self-Supervised Deep Learning Techniques
Lai, Wei-chung, Guo, Lei, Bialkowski, Konstanty, Abbosh, Amin and Bialkowski, Alina (2024). Clutter Removal for Microwave Head Imaging via Self-Supervised Deep Learning Techniques. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 1-9. doi: 10.1109/jerm.2024.3409846
2023
Journal Article
Stroke Classification with Microwave Signals using Explainable Wavelet Convolutional Neural Network
Hasan, Sazid, Zamani, A., Brankovic, A., Bialkowski, K. and Abbosh, A. M. (2023). Stroke Classification with Microwave Signals using Explainable Wavelet Convolutional Neural Network. IEEE Journal of Biomedical and Health Informatics, 1-10. doi: 10.1109/jbhi.2023.3327296
2023
Journal Article
An explainable deep learning method for microwave head stroke localization
Lai, Wei-chung, Guo, Lei, Bialkowski, Konstanty and Bialkowski, Alina (2023). An explainable deep learning method for microwave head stroke localization. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 7 (4), 336-343. doi: 10.1109/jerm.2023.3287681
2023
Other Outputs
Continuous Monitoring of Whole-Body Vibration and Jolts and Jars Associated with Operating Earth Moving Equipment at Surface Coal Mines
Burgess-Limerick, Robin and Bialkowski, Konstanty (2023). Continuous Monitoring of Whole-Body Vibration and Jolts and Jars Associated with Operating Earth Moving Equipment at Surface Coal Mines. Brisbane, QLD Australia: ACARP.
2022
Conference Publication
Dynamic heart phantom for electromagnetic imaging
Chen, Cheng and Bialkowski, Konstanty (2022). Dynamic heart phantom for electromagnetic imaging. 27th International Symposium on Antennas and Propagation (ISAP), Sydney, Australia, 31 October-3 November 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/isap53582.2022.9998790
2022
Journal Article
Adaptive clustering distorted born iterative method for microwave brain tomography with stroke detection and classification
Guo, Lei, Khosravi-Farsani, Mojtaba, Stancombe, Anthony, Bialkowski, Konstanty and Abbosh, Amin (2022). Adaptive clustering distorted born iterative method for microwave brain tomography with stroke detection and classification. IEEE Transactions on Biomedical Engineering, 69 (4), 1512-1523. doi: 10.1109/tbme.2021.3122113
2022
Journal Article
Mathematical model of common-mode sources in long-cable-fed adjustable speed drives
Ganjavi, Amir, Zare, Firuz, Kumar, Dinesh, Abbosh, Amin, Bialkowski, Konstanty and Davari, Pooya (2022). Mathematical model of common-mode sources in long-cable-fed adjustable speed drives. IEEE Transactions on Industry Applications, 58 (2), 2013-2028. doi: 10.1109/tia.2021.3136825
2021
Journal Article
Case Report: preliminary images from an electromagnetic portable brain scanner for diagnosis and monitoring of acute stroke
Cook, David, Brown, Helen, Widanapathirana, Isuravi, Shah, Darshan, Walsham, James, Trakic, Adnan, Zhu, Guohun, Zamani, Ali, Guo, Lei, Brankovic, Aida, Al-Saffar, Ahmed, Stancombe, Anthony, Bialkowski, Alina, Nguyen, Phong, Bialkowski, Konstanty, Crozier, Stuart and Abbosh, Amin (2021). Case Report: preliminary images from an electromagnetic portable brain scanner for diagnosis and monitoring of acute stroke. Frontiers in Neurology, 12 765412, 765412. doi: 10.3389/fneur.2021.765412
2021
Journal Article
Special issue on advanced multifunctional antenna technologies for 5G and beyond
Yang, Yang, Liao, Shaowei, Hashmi, Raheel, Zhang, Bing and Bialkowski, Konstanty (2021). Special issue on advanced multifunctional antenna technologies for 5G and beyond. Microwave and Optical Technology Letters, 65 (9) mop.33010, 2535-2535. doi: 10.1002/mop.33010
2021
Journal Article
Calibrated frequency-division distorted born iterative tomography for real-life head imaging
Guo, L., Nguyen-Trong, N., AI-Saffar, A., Stancombe, A., Bialkowski, K. and Abbosh, A. (2021). Calibrated frequency-division distorted born iterative tomography for real-life head imaging. IEEE Transactions on Medical Imaging, 41 (5), 1087-1103. doi: 10.1109/TMI.2021.3132000
2021
Conference Publication
A practical approach to model a cable with nonlinear material characteristics
Ganjavi, Amir, Zare, Firuz, Kumar, Dinesh, Abbosh, Amin, Konstanty, Bialkowski and Davari, Pooya (2021). A practical approach to model a cable with nonlinear material characteristics. IEEE 19th International Power Electronics and Motion Control Conference (PEMC), Gliwice, Poland, 25-29 April 2021. New York, NY, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/PEMC48073.2021.9432586
2021
Conference Publication
Fusion of traffic sensors for enhanced road monitoring
Bialkowski, Alina, Bialkowski, Konstanty and Brankovic, Aida (2021). Fusion of traffic sensors for enhanced road monitoring. 17th ITS Asia Pacific Forum, Brisbane, Australia, 12-15 April 2021.
2021
Journal Article
Multiple open ended probe for spatio-temporal dielectric spectroscopy: application to evaporative dewatering
Bore, Thierry, Mishra, Partha Narayan, Bialkowski, Konstanty, Grieve, Sam, Wagner, Norman and Scheuermann, Alexander (2021). Multiple open ended probe for spatio-temporal dielectric spectroscopy: application to evaporative dewatering. Measurement: Journal of the International Measurement Confederation, 173 108521, 1-9. doi: 10.1016/j.measurement.2020.108521
2021
Journal Article
Microwave tomography using random multiple-input-multiple-output contrast source inversion
Guo, Lei, Nguyen-Trong, Nghia, Nguyen, Phong Thanh, Bialkowski, Konstanty and Abbosh, Amin (2021). Microwave tomography using random multiple-input-multiple-output contrast source inversion. IEEE Antennas and Wireless Propagation Letters, 20 (8) 9430746, 1369-1373. doi: 10.1109/LAWP.2021.3079905
2021
Conference Publication
Managing Hands-on Electrical and Computer Engineering Labs during the COVID-19 Pandemic
Wijenayake, Chamith, D'souza, Matthew, Khatamianfar, Arash, Bialkowski, Konstanty, Ros, Montserrat and Sutton, Peter (2021). Managing Hands-on Electrical and Computer Engineering Labs during the COVID-19 Pandemic. IEEE International Conference on Engineering, Technology and Education (IEEE TALE), Wuhan, Peoples Republic of China, 5-8 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/TALE52509.2021.9678716
2021
Journal Article
Stable and lifelong head phantoms using polymer composition mimicking materials to test electromagnetic medical imaging systems
Mohammed, Beada'a, Bialkowski, Konstanty, Hill, Steve, Stancombe, Anthony Edgar, Al-qadami, Abdulrahman, Heitzmann, Michael and Abbosh, Amin (2021). Stable and lifelong head phantoms using polymer composition mimicking materials to test electromagnetic medical imaging systems. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 5 (4), 322-328. doi: 10.1109/jerm.2021.3051311
2020
Journal Article
Unsupervised algorithm for brain anomalies localization in electromagnetic imaging
Brankovic, Aida, Zamani, Ali, Trakic, Adnan, Bialkowski, Konstanty, Mohammed, Beadaa, Cook, David, Walsham, James and Abbosh, Amin M. (2020). Unsupervised algorithm for brain anomalies localization in electromagnetic imaging. IEEE Transactions on Computational Imaging, 6 9281116, 1595-1606. doi: 10.1109/tci.2020.3041922
2020
Journal Article
Compact flexible wideband antenna for on-body electromagnetic medical diagnostic systems
Alqadami, Abdulrahman S. M., Nguyen-Trong, Nghia, Stancombe, Anthony E., Bialkowski, Konstanty and Abbosh, Amin (2020). Compact flexible wideband antenna for on-body electromagnetic medical diagnostic systems. IEEE Transactions on Antennas and Propagation, 68 (12) 9103939, 8180-8185. doi: 10.1109/tap.2020.2996815
Funding
Current funding
Supervision
Availability
- Dr Konstanty Bialkowski is:
- Available for supervision
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Supervision history
Current supervision
-
Doctor Philosophy
Monitoring Anomalies In The Human Head Using Signal Processing and Imaging Techniques
Principal Advisor
Other advisors: Professor Amin Abbosh
-
Doctor Philosophy
Signal Processing for Electromagnetic Medical Imaging
Associate Advisor
Other advisors: Dr Aida Brankovic
-
Doctor Philosophy
Ground terminal for lower Earth orbit satellite communications
Associate Advisor
Other advisors: Professor Christophe Fumeaux, Professor Amin Abbosh
Completed supervision
-
2023
Doctor Philosophy
Intelligent Sensor-Fused System for Traffic Monitoring
Principal Advisor
Other advisors: Professor Amin Abbosh
-
2023
Doctor Philosophy
Biomedical Microwave Neuroimaging Transceiver Systems and Functional Sensing
Principal Advisor
Other advisors: Professor Amin Abbosh
-
2022
Doctor Philosophy
Microwave Sensors for Sugarcane Analysis
Principal Advisor
Other advisors: Professor Amin Abbosh
-
2022
Doctor Philosophy
Electromagnetic Interference Analysis and Modelling in Motor Drive Systems
Associate Advisor
Other advisors: Professor Amin Abbosh, Professor Firuz Zare
-
2021
Doctor Philosophy
Theory of Parallel Coupled Resonators and its application in designing Compact Multi-Mode Filters and Antennas
Associate Advisor
Other advisors: Professor Amin Abbosh
-
2021
Doctor Philosophy
Reconfigurable Antennas for Electromagnetic Torso Imaging
Associate Advisor
Other advisors: Dr Sasan Ahdi Rezaeieh, Professor Amin Abbosh
-
2021
Doctor Philosophy
Wearable Electromagnetic Head Imaging System
Associate Advisor
Other advisors: Professor Amin Abbosh
-
2021
Doctor Philosophy
Multi-Functional Antenna Structures for 4G/5G Wireless Communication Devices
Associate Advisor
Other advisors: Professor Amin Abbosh
-
2020
Doctor Philosophy
Compact Implantable Antennas for Cerebrospinal Fluid Monitoring
Associate Advisor
Other advisors: Professor Amin Abbosh
-
2020
Doctor Philosophy
Reconfigurable and MIMO Antenna Systems for Mobile Communications
Associate Advisor
Other advisors: Professor Amin Abbosh
-
2019
Doctor Philosophy
Mathematical Models for Efficient Medical Electromagnetic Tomography
Associate Advisor
Other advisors: Professor Amin Abbosh
-
2018
Master Philosophy
Improving Wireless Communications in Underground Mines Using Reconfigurable Antennas
Associate Advisor
Other advisors: Professor Amin Abbosh
-
2017
Doctor Philosophy
Multi-functional and Tunable Microwave Devices and Sub-systems for Wideband Applications
Associate Advisor
Other advisors: Professor Amin Abbosh
-
2016
Doctor Philosophy
Design of Wideband Microwave Frontend for Microwave-Based Imaging Systems
Associate Advisor
Other advisors: Professor Amin Abbosh
-
2016
Doctor Philosophy
Wideband microwave imaging systems for the diagnosis of fluid accumulation in the human torso
Associate Advisor
Other advisors: Professor Amin Abbosh
-
2015
Doctor Philosophy
Design and Implementation of Microwave Imaging systems for Medical Applications
Associate Advisor
Other advisors: Professor Aleksandar Rakic, Professor Amin Abbosh
-
2013
Master Philosophy
Advanced filtering method for correcting magnetic disturbance in magnetometers in very close proximity to a brushless direct current motor
Associate Advisor
Media
Enquiries
Contact Dr Konstanty Bialkowski directly for media enquiries about:
- Microwave Imaging
- Passive Radar
- Radar
- RFID
- software defined radio
- wireless communications
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