Miodrag Bolic

Orcid: 0000-0002-8013-8645

Affiliations:
  • University of Ottawa, Canada


According to our database1, Miodrag Bolic authored at least 131 papers between 2003 and 2024.

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Bibliography

2024
How Not to Make the Joint Extended Kalman Filter Fail with Unstructured Mechanistic Models.
Sensors, January, 2024

An Intent Modeling and Inference Framework for Autonomous and Remotely Piloted Aerial Systems.
CoRR, 2024

2023
An Architectural Design Decision Model for Resilient IoT Application.
CoRR, 2023

Object Semantics Give Us the Depth We Need: Multi-Task Approach to Aerial Depth Completion.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Automated Extraction of IoT Critical Objects from IoT Storylines, Requirements and User Stories via NLP.
Proceedings of the 10th IEEE Swiss Conference on Data Science, 2023

Radar Based Fall Detection with Imbalance Data Handling and Data Augmentation.
Proceedings of the IEEE Sensors Applications Symposium, 2023

A Deep Learning Approach for Drone Detection and Classification Using Radar and Camera Sensor Fusion.
Proceedings of the IEEE Sensors Applications Symposium, 2023

An Attention Based Complex-valued Convolutional Autoencoder for GEO SA-Bi SAR Ship Target Refocusing.
Proceedings of the IEEE Sensors Applications Symposium, 2023

Simulated Dataset for the Loaded vs. Unloaded UAV Classification Problem Using Deep Learning.
Proceedings of the IEEE Sensors Applications Symposium, 2023

DEMDE: Decision Making Design based on Bayesian Network for Personalized Monitoring System.
Proceedings of the 26th International Conference on Information Fusion, 2023

Simulating the Effects of Melanin and Air Gap Depth on the Accuracy of Reflectance Pulse Oximeters.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022
Contactless Measurement of Vital Signs Using Thermal and RGB Cameras: A Study of COVID 19-Related Health Monitoring.
Sensors, 2022

Monitoring Respiratory Motion during VMAT Treatment Delivery Using Ultra-Wideband Radar.
Sensors, 2022

Multi-objective optimization for cloud provisioning: A case study in large-scale microservice notification applications.
Proceedings of the 9th International Conference on Future Internet of Things and Cloud, 2022

SCN-DRL: Scheduler for large-scale Critical Notification applications based on Deep Reinforcement Learning.
Proceedings of the 9th International Conference on Future Internet of Things and Cloud, 2022

2021
Contactless Fall Detection Using Time-Frequency Analysis and Convolutional Neural Networks.
IEEE Trans. Ind. Informatics, 2021

Progress in the Assessment of Arterial Stiffness.
IEEE Instrum. Meas. Mag., 2021

A Privacy-Preserving Approach to Extraction of Personal Information through Automatic Annotation and Federated Learning.
CoRR, 2021

A Q-Learning-Based Resource Allocation for Downlink Non-Orthogonal Multiple Access Systems Considering QoS.
IEEE Access, 2021

Identifying High Risk of Atherosclerosis Using Deep Learning and Ensemble Learning.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2021

Novel Cuffless Blood Pressure Estimation Method Using a Bayesian Hierarchical Model.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Vessel Identification using Convolutional Neural Network-based Hardware Accelerators.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2021

Single-Stage UAV Detection and Classification with YOLOV5: Mosaic Data Augmentation and PANet.
Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

Drone-vs-Bird Detection Challenge at IEEE AVSS2021.
Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

2020
Fall Detection Using Standoff Radar-Based Sensing and Deep Convolutional Neural Network.
IEEE Trans. Circuits Syst. II Express Briefs, 2020

Hybrid AI-enabled Method for UAS and Bird Detection and Classification.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Compressed Domain Contactless Fall Incident Detection using UWB Radar Signals.
Proceedings of the 18th IEEE International New Circuits and Systems Conference, 2020

Detection of Respiratory Signal Based on Depth Camera Body Tracking.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A Joint Localization Assisted Respiratory Rate Estimation using IR-UWB Radars.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Radar-based Noncontact Human Activity Classification Using Genetic Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
Classification of Doppler radar reflections as preprocessing for breathing rate monitoring.
IET Signal Process., 2019

An Efficient Dynamic Anti-Collision Protocol for Mobile RFID Tags Identification.
IEEE Commun. Lett., 2019

CapsFall: Fall Detection Using Ultra-Wideband Radar and Capsule Network.
IEEE Access, 2019

Performance Analysis of Oscillometric Blood Pressure Estimation Techniques in Cardiac Patients.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2019

TL-FALL: Contactless Indoor Fall Detection Using Transfer Learning from a Pretrained Model.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2019

Residual Network-Based Supervised Learning of Remotely Sensed Fall Incidents using Ultra-Wideband Radar.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Continuous Tracking of Changes in Systolic Blood Pressure using BCG and ECG.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A Performance Driven Micro Services-Based Architecture/System for Analyzing Noisy IoT Data.
Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019

2018
Fuzzy String Matching with a Deep Neural Network.
Appl. Artif. Intell., 2018

Single Channel Continuous Wave Doppler Radar for Differentiating Types of Human Activity.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Complex Event Recognition Notification Methodology for Uncertain IoT Systems Based on Micro-Service Architecture.
Proceedings of the 6th IEEE International Conference on Future Internet of Things and Cloud, 2018

Detecting Cardiac Activity by Capacitive Electrodes from a Single Point on the Wrist.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Classification of Human Posture from Radar Returns Using Ultra-Wideband Radar.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Characteristic Ratio-Independent Arterial Stiffness-Based Blood Pressure Estimation.
IEEE J. Biomed. Health Informatics, 2017

Event Recognition for Contactless Activity Monitoring Using Phase-Modulated Continuous Wave Radar.
IEEE Trans. Biomed. Eng., 2017

pvFPGA: paravirtualising an FPGA-based hardware accelerator towards general purpose computing.
Int. J. High Perform. Comput. Netw., 2017

Indoor localization using augmented ultra-high-frequency radio frequency identification system for Internet of Things.
Int. J. Distributed Sens. Networks, 2017

An integrated blood pressure measurement system for suppression of motion artifacts.
Comput. Methods Programs Biomed., 2017

Principal component analysis-based occupancy detection with ultra wideband radar.
Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017

2016
PSR: A Novel High-Efficiency and Easy-to-Implement Parallel Algorithm for Anticollision in RFID Systems.
IEEE Trans. Ind. Informatics, 2016

Algorithm design for parallel implementation of the SMC-PHD filter.
Signal Process., 2016

Extraction of Cole parameters from the electrical bioimpedance spectrum using stochastic optimization algorithms.
Medical Biol. Eng. Comput., 2016

Human Breathing Rate Estimation from Radar Returns Using Harmonically Related Filters.
J. Sensors, 2016

An integrated system to compensate for temperature drift and ageing in non-invasive blood pressure measurement.
Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016

Time-frequency based contactless estimation of vital signs of human while walking using PMCW radar.
Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016

Using bioimpedance spectroscopy parameters as real-time feedback during tDCS.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

An Accurate Passive RFID Indoor Localization System Based on Sense-a-Tag and Zoning Algorithm.
Proceedings of the Ad Hoc Networks - 8th International Conference, 2016

2015
Model-Based Mean Arterial Pressure Estimation Using Simultaneous Electrocardiogram and Oscillometric Blood Pressure Measurements.
IEEE Trans. Instrum. Meas., 2015

Resampling Methods for Particle Filtering: Classification, implementation, and strategies.
IEEE Signal Process. Mag., 2015

Proximity Detection with RFID: A Step Toward the Internet of Things.
IEEE Pervasive Comput., 2015

Reducing the phase cancellation effect in augmented RFID system.
Int. J. Parallel Emergent Distributed Syst., 2015

Management of Sensor-Related Data Based on Virtual TEDS in Sensing RFID System.
Int. J. Distributed Sens. Networks, 2015

A comparative study of PCA, SIMCA and Cole model for classification of bioimpedance spectroscopy measurements.
Comput. Biol. Medicine, 2015

Reducing Phase Cancellation Effect with ASK-PSK Modulated Stamp in Augmented UHF RFID Indoor Localization System.
Proceedings of the 10th International Conference on Future Networks and Communications (FNC 2015) / The 12th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2015) / Affiliated Workshops, 2015

Bioimpedance spectroscopy method for investigating changes to intracranial dose during transcranial direct current stimulation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Mathematical analysis of dermal absorption rate of heavy metals.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Ratio-Independent Blood Pressure Estimation by Modeling the Oscillometric Waveform Envelope.
IEEE Trans. Instrum. Meas., 2014

Accelerated Harmonic-Balance Analysis Using a Graphical Processing Unit Platform.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014

RFID in Underground-Mining Service Applications.
IEEE Pervasive Comput., 2014

Model-based oscillometric blood pressure estimation.
Proceedings of the 2014 IEEE International Symposium on Medical Measurements and Applications, 2014

Performance evaluation of the MouthPad.
Proceedings of the 2014 IEEE International Symposium on Medical Measurements and Applications, 2014

Model of human breathing reflected signal received by PN-UWB radar.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Performance and energy consumption analysis of java code utilizing embedded GPU.
Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014

Proximity detection with RFID in the Internet of Things.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
Multiparameter Physiological Analysis in Obstructive Sleep Apnea Simulated With Mueller Maneuver.
IEEE Trans. Instrum. Meas., 2013

Coefficient-Free Blood Pressure Estimation Based on Pulse Transit Time-Cuff Pressure Dependence.
IEEE Trans. Biomed. Eng., 2013

Intercepting UHF RFID signals through synchronous detection.
EURASIP J. Wirel. Commun. Netw., 2013

An ECG monitoring system using conductive fabric.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2013

The MouthPad: A tongue-computer interface.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2013

Superabsorbent polymer electrode for transcranial direct current stimulation.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2013

Modified phase-only correlator for pileup correction for gamma-ray spectrometry.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

pvFPGA: Accessing an FPGA-based hardware accelerator in a paravirtualized environment.
Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2013

2012
Electrocardiogram-Assisted Blood Pressure Estimation.
IEEE Trans. Biomed. Eng., 2012

All-Pole Modeling of Discrete Spectral Powers: A Unified Approach.
IEEE Trans. Speech Audio Process., 2012

$M$ -Ary RFID Tags Splitting With Small Idle Slots.
IEEE Trans Autom. Sci. Eng., 2012

Mathematical modeling and parameter estimation of blood pressure oscillometric waveform.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2012

Blood pressure estimation using maximum slope of oscillometric pulses.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Open Platform Semi-passive RFID Tag.
Proceedings of the Ad-hoc, Mobile, and Wireless Networks - 11th International Conference, 2012

2011
Confidence Interval Estimation for Oscillometric Blood Pressure Measurements Using Bootstrap Approaches.
IEEE Trans. Instrum. Meas., 2011

Feature-Based Neural Network Approach for Oscillometric Blood Pressure Estimation.
IEEE Trans. Instrum. Meas., 2011

Extraction of Breathing Signal and Suppression of Its Effects in Oscillometric Blood Pressure Measurement.
IEEE Trans. Instrum. Meas., 2011

Guest Editorial for Special Section on Medical Measurements and Applications.
IEEE Trans. Instrum. Meas., 2011

Returning control to the programmer: SIMD intrinsics for virtual machines.
Commun. ACM, 2011

ASIPs for artificial neural networks.
Proceedings of the 6th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2011

Custom instruction hardware integration within a SoC hybrid environment.
Proceedings of the 6th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2011

Accelerating N-queens problem using OpenMP.
Proceedings of the 6th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2011

Efficient distributed resampling for particle filters.
Proceedings of the IEEE International Conference on Acoustics, 2011

A Radio Frequency Identification System for accurate indoor localization.
Proceedings of the IEEE International Conference on Acoustics, 2011

Blood pressure estimation using oscillometric pulse morphology.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Artificial neural network acceleration on FPGA using custom instruction.
Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011

2010
Study of Algorithmic and Architectural Characteristics of Gaussian Particle Filters.
J. Signal Process. Syst., 2010

Pileup Correction Algorithms for Very-High-Count-Rate Gamma-Ray Spectrometry With NaI(Tl) Detectors.
IEEE Trans. Instrum. Meas., 2010

Measurement of Heart Rate Variability Using an Oscillometric Blood Pressure Monitor.
IEEE Trans. Instrum. Meas., 2010

Neural-based approach for localization of sensors in indoor environment.
Telecommun. Syst., 2010

Particle Filter Enhancement of Speech Spectral Amplitudes.
IEEE Trans. Speech Audio Process., 2010

Discrete cosine transform particle filter speech enhancement.
Speech Commun., 2010

Performance analysis of blind adaptive MIMO receivers.
Proceedings of the IEEE International Conference on Acoustics, 2010

Efficient SNR-based subband post-processing for residual noise reduction in speech enhancement algorithms.
Proceedings of the 18th European Signal Processing Conference, 2010

Real-world particle filtering-based speech enhancement.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

Design of a custom vector operation API exploiting SIMD intrinsics within Java.
Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010

Bandwidth extension for speech enhancement.
Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010

Instruction set extension in the NIOS II: A floating point divider for complex numbers.
Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010

2009
Speech Enhancement Based on Nonlinear Models Using Particle Filters.
IEEE Trans. Neural Networks, 2009

Efficient blind decoding of MIMO using sequential Monte Carlo.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Improved Proportionate Subband NLMS for Acoustic Echo Cancellation in Changing Environments.
IEEE Signal Process. Lett., 2008

Low-cost modifications of Rao-Blackwellized particle filters for improved speech denoising.
Signal Process., 2008

Taxonomy and Challenges of the Integration of RFID and Wireless Sensor Networks.
IEEE Netw., 2008

2007
Robust computationally efficient control of cooperative closed-chain manipulators with uncertain dynamics.
Autom., 2007

Quality Assessment of Speech Enhanced using Particle Filters.
Proceedings of the IEEE International Conference on Acoustics, 2007

A Flexible Design of Filterbank Architectures for Discrete Wavelet Transforms.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Design and Implementation of Flexible Resampling Mechanism for High-Speed Parallel Particle Filters.
J. VLSI Signal Process., 2006

A Modified Rao-Blackwellised Particle Filter.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Rao-Blackwellised Particle Filters: Examples of Applications.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

2005
Resampling algorithms and architectures for distributed particle filters.
IEEE Trans. Signal Process., 2005

Simplifying Physical Realization of Gaussian Particle Filters with Block-Level Pipeline Control.
EURASIP J. Adv. Signal Process., 2005

Generic Hardware Architectures for Sampling and Resampling in Particle Filters.
EURASIP J. Adv. Signal Process., 2005

2004
An efficient fixed-point implementation of residual resampling scheme for high-speed particle filters.
IEEE Signal Process. Lett., 2004

Resampling Algorithms for Particle Filters: A Computational Complexity Perspective.
EURASIP J. Adv. Signal Process., 2004

A design complexity comparison method for loop-based signal processing algorithms: particle filters.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Algorithmic modification of Particle Filters for hardware implementation.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
New resampling algorithms for particle filters.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003


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