Radcare

Kontynuacja projektu

Artykuły w recenzowanych czasopismach naukowych i rozdziały w książkach

P. Mazurek, J. Wagner, R. Z. Morawski, "Use of kinematic and mel-cepstrum-related features for fall detection based on data from infrared depth sensors," Biomedical Signal Processing and Control, vol. 40C, pp. 102110, 2018.

 

J. Wagner, P. Mazurek, A. Miękina, R. Z. Morawski, F. F. Jacobsen, T. Therkildsen Sudmann, I. Træland Børsheim, K. Øvsthus, T. Ciamulski, "Comparison of two techniques for monitoring of human movements," Measurement, vol. 111, pp. 420431, 2017.

 

S. Jankowski, Z. Szymański, U. Dziomin, P. Mazurek, J. Wagner, "Deep Learning Classifier for Fall Detection Based on IR Distance Sensor Data," w Computer Systems for Healthcare and Medicine, P. Bilski and F. Guerriero, Eds., Dania: River Publishers, 2017, pp. 169192.

 

P. Bilski, P. Mazurek, J. Wagner, W. Winiecki, "Decision Trees Implementation in Monitoring of Elderly Persons Based on the Depth Sensors Data," w Computer Systems for Healthcare and Medicine, P. Bilski and F. Guerriero, Eds., Dania: River Publishers, 2017, pp. 193211.

 

T. T. Sudmann, I. T. Børsheim, T. Ciamulski, J. Wagner, K. Øvsthus, F. F. Jacobsen, "Ultra-Wide Band Radar Monitoring of Movements in Homes of Elderly and Disabled People: A Health Care Perspective," w Computer Systems for Healthcare and Medicine, P. Bilski and F. Guerriero, Eds., Dania: River Publishers, 2017, pp. 1-29.

 

P. Mazurek, A. Miękina, R. Z. Morawski, "Comparative study of three algorithms for estimation of echo parameters in UWB radar module for monitoring of human movements," Measurement, vol. 88, pp. 4557, 2016.

Referaty w recenzowanych materiałach konferencyjnych

P. Mazurek, R. Z. Morawski, "Bayesian approach to estimation of impulse-radar signal parameters when applied for monitoring of human movements," wygłoszony podczas Advanced Mathematical and Computational Tools in Metrology and Testing XI (AMCTM 2017) Conference, Glasgow, Szkocja, 2017.

 

J. Wagner and R. Z. Morawski, "Regularisation of central-difference method when applied for differentiation of measurement data in fall detection systems," wygłoszony podczas Advanced Mathematical and Computational Tools in Metrology and Testing XI (AMCTM 2017) Conference, Glasgow, Szkocja, 2017.

 

P. Mazurek, J. Wagner, A. Miękina, R. Z. Morawski, "Fusion of Measurement Data from Impulse-Radar Sensors and Depth Sensors when Applied for Patients Monitoring," w Proc. IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, Annecy, Francja, 2017, pp. 205210.

 

J. Wagner, P. Mazurek, R. Z. Morawski, "Regularized Numerical Differentiation of Depth-Sensor Data in a Fall Detection System," w Proc. IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, Annecy, Francja, 2017, pp. 16.

 

P. Mazurek, J. Wagner, A. Miękina, R. Z. Morawski, F. F. Jacobsen, "Healthcare-Oriented Characterisation of Human Movements by Means of Impulse-Radar Sensors and by Means of Accelerometric Sensors," w Proc. 10th International Joint Conference on Biomedical Engineering Systems and Technologies, Porto, Portugalia, 2017, pp. 111.

 

J. Wagner, A. Miękina, P. Mazurek, R. Z. Morawski, F. F. Jacobsen, K. Øvsthus, T. T. Sudmann, I. T. Børsheim, W. Winiecki, "Signal Processing in a Two-Module Radar System for Monitoring of Human Position and Movements in an Indoor Environment," w Proc. 20th Signal Processing: Algorithms, Architectures, Arrangements, and Applications Conference, Poznań, Polska, 2016, pp. 16.

 

P. Mazurek, J. Wagner, A. Miękina, R. Z. Morawski, T. Ciamulski, "Using accelerometers for evaluation of measurement uncertainty in impulse-radar system for monitoring of elderly and disabled persons," w Proc. IMEKO TC4 Symposium, Budapeszt, Węgry, 2016, pp. 16.

 

J. Wagner, A. Miękina, P. Mazurek, R. Z. Morawski, F. F. Jacobsen, T. T. Sudmann, I. T. Børsheim, "Impulse-radar sensors versus depth sensors when applied for monitoring of elderly and disabled persons," w Proc. IMEKO TC4 Symposium, Budapeszt, Węgry, 2016, pp. 16.

 

A. Miękina, J. Wagner, P. Mazurek, R. Z. Morawski, "Selected algorithms for measurement data processing in impulse-radar-based system for monitoring of human movements," IMEKO TC1-TC7-TC13 Joint Symposium, Berkeley, USA, 2016; w Journal of Physics: Conference Series, vol. 772, pp. 16, 2016.

 

A. Miękina, J. Wagner, P. Mazurek, R. Z. Morawski, T. T. Sudmann, I. T. Børsheim, K. Øvsthus, F. F. Jacobsen, T. Ciamulski, W. Winiecki, "Development of software application dedicated to impulse-radar-based system for monitoring of human movements," IMEKO TC1-TC7-TC13 Joint Symposium, Berkeley, USA, 2016; w Journal of Physics: Conference Series, vol. 772, pp. 16, 2016.

 

T. T. Sudmann, I. T. Børsheim, K. Øvsthus, T. Ciamulski, A. Miękina, J. Wagner, P. Mazurek, F. F. Jacobsen, "Development of radar-based system for monitoring of frail home-dwelling persons: A healthcare perspective," IMEKO TC1-TC7-TC13 Joint Symposium, Berkeley, USA, 2016; w Journal of Physics: Conference Series, vol. 772, pp. 16, 2016.

 

P. Mazurek, J. Wagner, R. Z. Morawski, "Acquisition and Preprocessing of Data from Infrared Depth Sensors to be Applied for Patients Monitoring," w Proc. 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, Warszawa, Polska, 2015, pp. 705710.

 

P. Mazurek, R. Z. Morawski, "Application of Naive Bayes Classifier in Fall Detection Systems Based on Infrared Depth Sensors," w Proc. 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, Warszawa, Polska, 2015, pp. 16.

 

J. Wagner and R. Z. Morawski, "Applicability of Mel-cepstrum in a Fall Detection System Based on Infrared Depth Sensors," w Proc. 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, Warszawa, Polska, 2015, pp. 1-6.

 

P. Bilski, P. Mazurek, J. Wagner, W. Winiecki, "Application of Decision Trees to the Fall Detection of Elderly People using Depth-based Sensors," w Proc. XXI IMEKO World Congress "Measurement in Research and Industry", Praga, Czechy, 2015, pp. 16.

 

P. Bilski, P. Mazurek, J. Wagner, "Application of k Nearest Neighbors Approach to the Fall Detection of Elderly People Using Depth-Based Sensors," w Proc. 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, Warszawa, Polska, 2015, pp. 16.

 

S. Jankowski, Z. Szymański, P. Mazurek, J. Wagner, "Neural Network Classifier for Fall Detection Improved by Gram-Schmidt Variable Selection," w Proc. 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, Warszawa, Polska, 2015, pp. 15.

 

S. Jankowski, Z. Szymański, U. Dziomin, P. Mazurek, J. Wagner, "Deep Learning Classifier for Fall Detection based on IR Distance Sensor Data," w Proc. 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, Warszawa, Polska, 2015, pp. 15.

 

P. Mazurek, A. Miękina, R. Z. Morawski, "Measurement Uncertainty of Echo Parameters Estimation in UWB Radar System for Monitoring of Human Movements," w Proc. XXI IMEKO World Congress "Measurement in Research and Industry", Praga, Czechy, 2015, pp. 16.

 

A. Miękina, P. Mazurek, R. Z. Morawski, "Spectrum-domain vs. Time-domain Estimation of Echo Parameters in Impulse Radar Systems for Monitoring of Human Movements," w Proc. XXI IMEKO World Congress "Measurement in Research and Industry", Praga, Czechy, 2015, pp. 16.

 

J. Wagner, P. Mazurek, R. Z. Morawski, "Regularised Differentiation of Measurement Data," w Proc. XXI IMEKO World Congress "Measurement in Research and Industry", Praga, Czechy, 2015, pp. 16.

 

J. Wagner and R. Z. Morawski, "The use of singular value decomposition of matrices for extraction of signals from radar data," w Proc. XXI IMEKO World Congress "Measurement in Research and Industry", Praga, Czechy, 2015, pp. 1-6.

Follow-ups

Articles in peer-reviewed scientific journals and book chapters

P. Mazurek, J. Wagner, R. Z. Morawski, "Use of kinematic and mel-cepstrum-related features for fall detection based on data from infrared depth sensors," Biomedical Signal Processing and Control, vol. 40C, pp. 102110, 2018.

 

J. Wagner, P. Mazurek, A. Miękina, R. Z. Morawski, F. F. Jacobsen, T. Therkildsen Sudmann, I. Træland Børsheim, K. Øvsthus, T. Ciamulski, "Comparison of two techniques for monitoring of human movements," Measurement, vol. 111, pp. 420431, 2017.

 

S. Jankowski, Z. Szymański, U. Dziomin, P. Mazurek, J. Wagner, "Deep Learning Classifier for Fall Detection Based on IR Distance Sensor Data," in Computer Systems for Healthcare and Medicine, P. Bilski and F. Guerriero, Eds., Denmark: River Publishers, 2017, pp. 169192.

 

P. Bilski, P. Mazurek, J. Wagner, W. Winiecki, "Decision Trees Implementation in Monitoring of Elderly Persons Based on the Depth Sensors Data," in Computer Systems for Healthcare and Medicine, P. Bilski and F. Guerriero, Eds., Denmark: River Publishers, 2017, pp. 193211.

 

T. T. Sudmann, I. T. Børsheim, T. Ciamulski, J. Wagner, K. Øvsthus, F. F. Jacobsen, "Ultra-Wide Band Radar Monitoring of Movements in Homes of Elderly and Disabled People: A Health Care Perspective," in Computer Systems for Healthcare and Medicine, P. Bilski and F. Guerriero, Eds., Denmark: River Publishers, 2017, pp. 1-29.

 

P. Mazurek, A. Miękina, R. Z. Morawski, "Comparative study of three algorithms for estimation of echo parameters in UWB radar module for monitoring of human movements," Measurement, vol. 88, pp. 4557, 2016.

Conference papers

P. Mazurek, R. Z. Morawski, "Bayesian approach to estimation of impulse-radar signal parameters when applied for monitoring of human movements," presented at Advanced Mathematical and Computational Tools in Metrology and Testing XI (AMCTM 2017) Conference, Glasgow, Scotland, 2017.

 

J. Wagner and R. Z. Morawski, "Regularisation of central-difference method when applied for differentiation of measurement data in fall detection systems," presented at Advanced Mathematical and Computational Tools in Metrology and Testing XI (AMCTM 2017) Conference, Glasgow, Scotland, 2017.

 

P. Mazurek, J. Wagner, A. Miękina, R. Z. Morawski, "Fusion of Measurement Data from Impulse-Radar Sensors and Depth Sensors when Applied for Patients Monitoring," in Proc. IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, Annecy, France, 2017, pp. 205210.

 

J. Wagner, P. Mazurek, R. Z. Morawski, "Regularized Numerical Differentiation of Depth-Sensor Data in a Fall Detection System," in Proc. IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, Annecy, France, 2017, pp. 16.

 

P. Mazurek, J. Wagner, A. Miękina, R. Z. Morawski, F. F. Jacobsen, "Healthcare-Oriented Characterisation of Human Movements by Means of Impulse-Radar Sensors and by Means of Accelerometric Sensors," in Proc. 10th International Joint Conference on Biomedical Engineering Systems and Technologies, Porto, Portugal, 2017, pp. 111.

 

J. Wagner, A. Miękina, P. Mazurek, R. Z. Morawski, F. F. Jacobsen, K. Øvsthus, T. T. Sudmann, I. T. Børsheim, W. Winiecki, "Signal Processing in a Two-Module Radar System for Monitoring of Human Position and Movements in an Indoor Environment," in Proc. 20th Signal Processing: Algorithms, Architectures, Arrangements, and Applications Conference, Poznań, Poland, 2016, pp. 16.

 

P. Mazurek, J. Wagner, A. Miękina, R. Z. Morawski, T. Ciamulski, "Using accelerometers for evaluation of measurement uncertainty in impulse-radar system for monitoring of elderly and disabled persons," in Proc. IMEKO TC4 Symposium, Budapest, Hungary, 2016, pp. 16.

 

J. Wagner, A. Miękina, P. Mazurek, R. Z. Morawski, F. F. Jacobsen, T. T. Sudmann, I. T. Børsheim, "Impulse-radar sensors versus depth sensors when applied for monitoring of elderly and disabled persons," in Proc. IMEKO TC4 Symposium, Budapest, Hungary, 2016, pp. 16.

 

A. Miękina, J. Wagner, P. Mazurek, R. Z. Morawski, "Selected algorithms for measurement data processing in impulse-radar-based system for monitoring of human movements," IMEKO TC1-TC7-TC13 Joint Symposium, Berkeley, USA, 2016; in Journal of Physics: Conference Series, vol. 772, pp. 16, 2016.

 

A. Miękina, J. Wagner, P. Mazurek, R. Z. Morawski, T. T. Sudmann, I. T. Børsheim, K. Øvsthus, F. F. Jacobsen, T. Ciamulski, W. Winiecki, "Development of software application dedicated to impulse-radar-based system for monitoring of human movements," IMEKO TC1-TC7-TC13 Joint Symposium, Berkeley, USA, 2016; in Journal of Physics: Conference Series, vol. 772, pp. 16, 2016.

 

T. T. Sudmann, I. T. Børsheim, K. Øvsthus, T. Ciamulski, A. Miękina, J. Wagner, P. Mazurek, F. F. Jacobsen, "Development of radar-based system for monitoring of frail home-dwelling persons: A healthcare perspective," IMEKO TC1-TC7-TC13 Joint Symposium, Berkeley, USA, 2016; in Journal of Physics: Conference Series, vol. 772, pp. 16, 2016.

 

P. Mazurek, J. Wagner, R. Z. Morawski, "Acquisition and Preprocessing of Data from Infrared Depth Sensors to be Applied for Patients Monitoring," in Proc. 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, Warsaw, Poland, 2015, pp. 705710.

 

P. Mazurek, R. Z. Morawski, "Application of Naive Bayes Classifier in Fall Detection Systems Based on Infrared Depth Sensors," in Proc. 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, Warsaw, Poland, 2015, pp. 16.

 

J. Wagner and R. Z. Morawski, "Applicability of Mel-cepstrum in a Fall Detection System Based on Infrared Depth Sensors," in Proc. 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, Warsaw, Poland, 2015, pp. 1-6.

 

P. Bilski, P. Mazurek, J. Wagner, W. Winiecki, "Application of Decision Trees to the Fall Detection of Elderly People using Depth-based Sensors," in Proc. XXI IMEKO World Congress "Measurement in Research and Industry", Prague, Czech Republic, 2015, pp. 16.

 

P. Bilski, P. Mazurek, J. Wagner, "Application of k Nearest Neighbors Approach to the Fall Detection of Elderly People Using Depth-Based Sensors," in Proc. 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, Warsaw, Poland, 2015, pp. 16.

 

S. Jankowski, Z. Szymański, P. Mazurek, J. Wagner, "Neural Network Classifier for Fall Detection Improved by Gram-Schmidt Variable Selection," in Proc. 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, Warsaw, Poland, 2015, pp. 15.

 

S. Jankowski, Z. Szymański, U. Dziomin, P. Mazurek, J. Wagner, "Deep Learning Classifier for Fall Detection based on IR Distance Sensor Data," in Proc. 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, Warsaw, Poland, 2015, pp. 15.

 

P. Mazurek, A. Miękina, R. Z. Morawski, "Measurement Uncertainty of Echo Parameters Estimation in UWB Radar System for Monitoring of Human Movements," in Proc. XXI IMEKO World Congress "Measurement in Research and Industry", Prague, Czech Republic, 2015, pp. 16.

 

A. Miękina, P. Mazurek, R. Z. Morawski, "Spectrum-domain vs. Time-domain Estimation of Echo Parameters in Impulse Radar Systems for Monitoring of Human Movements," in Proc. XXI IMEKO World Congress "Measurement in Research and Industry", Prague, Czech Republic, 2015, pp. 16.

 

J. Wagner, P. Mazurek, R. Z. Morawski, "Regularised Differentiation of Measurement Data," in Proc. XXI IMEKO World Congress "Measurement in Research and Industry", Prague, Czech Republic, 2015, pp. 16.

 

J. Wagner and R. Z. Morawski, "The use of singular value decomposition of matrices for extraction of signals from radar data," in Proc. XXI IMEKO World Congress "Measurement in Research and Industry", Prague, Czech Republic, 2015, pp. 1-6.