Ros, Montserrat

Overview

Montserrat Ros received a B.E.(Hons1)/B.Sc. double degree majoring in Computer Systems Engineering and Mathematics (2000); and a Ph.D. degree in Computer Engineering (2007) from the University of Queensland (UQ) in Brisbane, QLD, Australia. In 2006, A/Prof Ros became a permanent Lecturer in Computer Engineering in the School of Electrical, Computer and Telecommunications Engineering at the University of Wollongong (UOW) in Wollongong, Australia. She is now Associate Dean Education for the Faculty of Engineering and Information Sciences.

Her research interests include Embedded Systems, Sensor Networks Data Fusion, Cyber-Physical Systems, Sensor-based Localisation, Computer Architecture, Code Compression and Engineering Education. A/Prof. Ros is a Senior Fellow of WATTLE (Wollongong Academy for Tertiary Teaching & Learning Excellence) and is a recipient of the 2019 Australian Awards for University Teaching (AAUT). She has won four UOW Vice-Chancellors awards for Teaching, Community Engagement and Multi-Disciplinary Research (team award), as well as being named a 2016 UOW Women of Impact for having ... "inspired countless young women to consider a future career in Science, Technology, Engineering and Mathematics (STEM) disciplines".

Top Publications

Year	Title
2017	A Comparative survey of VANET clustering techniques Published in IEEE Communications Surveys and Tutorials
2015	Recognizing human motions through mixture modeling of inertial data Published in Pattern Recognition
2018	The role of deep learning and radiomic feature extraction in cancer-specific predictive modelling: A review Published in Translational Cancer Research
2018	Formative assessment to develop oral communication competency using YouTube: self- and peer assessment in engineering Published in European Journal of Engineering Education
2016	Seated whole-body vibration analysis, technologies and modelling: a survey Published in IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans
2015	Decoding student satisfaction: how to manage and improve the laboratory experience Published in IEEE Transactions on Education

Research Areas

Research Overview

- Embedded Systems
- Machine learning for constrained systems
- Sensor networks data fusion
- Internet of Things
- Code compression
- Engineering Education

Available as Research Supervisor

Selected Publications

Journal Article

Year	Title
2021	Data Collection in Multi-Hop Mobile Sink Aided Backscatter IoT Networks Published In IEEE Internet of Things Journal
2021	Remote, simulation or traditional engineering teaching laboratory: a systematic literature review of assessment implementations to measure student achievement or learning Published In European Journal of Engineering Education
2021	The first step towards intelligent wire arc additive manufacturing: An automatic bead modelling system using machine learning through industrial information integration Published In Journal of Industrial Information Integration
2020	Measurement and Analysis of Ultra wideband Channel Coefficients through Crude Oils in a Multipath Environment Published In Australian Journal of Electrical and Electronics Engineering
2020	Uncertainty analysis of the Limits to Growth model: Sensitivity is high, but trends are stable Published In GAIA
2020	Charge-and-Activate Policies for Targets Monitoring in RF-Harvesting Sensor Networks Published In IEEE Transactions on Vehicular Technology
2020	Stochastic Targets Monitoring in Wireless Powered Sensor Networks Published In IEEE Transactions on Vehicular Technology
2019	Measurement and Analysis of Ultra wideband Channel Coefficients through Crude Oils in a Multipath Environment Published In Australian Journal of Electrical and Electronics Engineering
2019	Uncertainty analysis of the Limits to Growth model: Sensitivity is high, but trends are stable Published In GAIA
2018	Formative assessment to develop oral communication competency using YouTube: self- and peer assessment in engineering Published In European Journal of Engineering Education
2018	On the effects of spreading sequence pairs over MIMO-STS systems Published In International Journal of Radio Frequency Identification Technology and Applications
2018	On the effects of spreading sequence pairs over MIMO-STS systems Published In International Journal of Radio Frequency Identification Technology and Applications
2018	Teaching programming in common first year engineering: discipline insights applying a flipped learning problem-solving approach Published In Australasian Journal of Engineering Education
2018	The role of deep learning and radiomic feature extraction in cancer-specific predictive modelling: A review Published In Translational Cancer Research
2017	A Comparative survey of VANET clustering techniques Published In IEEE Communications Surveys and Tutorials
2016	A comparison of upper limb movement profiles when reaching to virtual and real targets using the Oculus Rift: Implications for virtual-reality enhanced stroke rehabilitation Published In Journal of Pain Management
2016	Indoor position tracking using received signal strength-based fingerprint context aware partitioning Published In IET Radar, Sonar and Navigation
2016	Measurement of ultra wideband channel coefficient through carbon dioxide in a multipath environment Published In Microwave and Optical Technology Letters
2016	Seated whole-body vibration analysis, technologies and modelling: a survey Published In IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans
2016	Ultra Wideband Channel Coefficient Measurements for Detecting Methane Gas in a Multipath Environment Published In Australian Journal of Electrical and Electronics Engineering
2015	Decoding student satisfaction: how to manage and improve the laboratory experience Published In IEEE Transactions on Education
2015	Improving the laboratory learning experience: a process to train and manage teaching assistants Published In IEEE Transactions on Education
2015	Including general environmental effects in K-factor approximation for rice-distributed VANET channels Published In Physical Communication
2015	Measurement of ultra wideband channel sounding using vector network analyzer Published In Telkomnika
2015	Recognizing human motions through mixture modeling of inertial data Published In Pattern Recognition
2015	Stochastic energy balancing in substation energy management Published In AIMS Energy
2015	Using online and multimedia resources to enhance the student learning experience in a telecommunications laboratory within an Australian University Published In Australasian Journal of Engineering Education
2014	An approach to ultra-wideband channel calibration using a vector network analyser Published In Australian Journal of Electrical and Electronics Engineering
2014	Balancing energy in the smart grid using distributed value function (DVF) Published In IEEE Transactions on Smart Grid
2013	Evaluation of realtime people tracking for indoor environments using ubiquitous motion sensors and limited wireless network infrastructure Published In Pervasive and Mobile Computing
2013	Wireless outdoor personal area network using adaptive inquiry scanning for location-based services Published In Personal and Ubiquitous Computing
2012	An indoor localisation and motion monitoring system to determine behavioural activity in dementia afflicted patients in aged care Published In Electronic Journal of Health Informatics
2012	Computer aided decision support system for cervical cancer classification Published In Proceedings of SPIE - International Society for Optical Engineering
2012	Indoor localisation using a context-aware dynamic position tracking model Published In International Journal of Navigation and Observation
2012	On the effect of multiple access interference in a space time spreading time hopping PPM UWB system Published In Computers and Electrical Engineering

Book

Year	Title
2012	Wireless sensor systems for localized and intuitive interaction Publisher United States

Chapter

Year	Title
2017	The Effects of Reintroducing Haptic Feedback to Virtual Reality Systems on Movement Profiles When Reaching to Virtual Targets Published In Virtual Reality: Recent Advances for Health and Wellbeing Publisher New York, United States

Conference Paper

Year	Title
2021	Managing Hands-on Electrical and Computer Engineering Labs during the COVID-19 Pandemic Published In TALE 2021 - IEEE International Conference on Engineering, Technology and Education, Proceedings
2020	A JAVA program for automatic team allocation in project-based coursework Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018
2020	Panel Session - Women in Engineering Networking Panel Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018
2020	Using Gaussian Mixture Modelling to Analyse Dynamic Body Postures from Multiple Inertial Measurement Units Published In 2019, 13th International Conference on Signal Processing and Communication Systems, ICSPCS 2019 - Proceedings
2020	Using machine learning applied to radiomic image features for segmenting tumour structures Published In 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019
2019	A JAVA program for automatic team allocation in project-based coursework Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018
2019	Panel Session - Women in Engineering Networking Panel Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018
2019	Using Gaussian Mixture Modelling to Analyse Dynamic Body Postures from Multiple Inertial Measurement Units Published In 2019, 13th International Conference on Signal Processing and Communication Systems, ICSPCS 2019 - Proceedings
2019	Using machine learning applied to radiomic image features for segmenting tumour structures Published In 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019
2018	A Dual Canister Medicine IoT Dispenser Published In 15th International Conference on Information Technology: Information Technology – New Generations
2018	A comparative study of machine learning techniques for the improved prediction of NSCLC survival analysis Published In 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings
2018	Mechanical Vibration Data Lossless Compression with 2D Block Adaptive Quantization Published In 2018 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2018
2017	Assessing the prognostic impact of 3D CT image tumour rind texture features on lung cancer survival Published In IEEE Global Conference on Signal and Information Processing (GlobalSIP 2017)
2017	Modelling dynamic body motion using IMUs positioned on the torso Published In 11th International Conference on Signal Processing and Communication Systems, ICSPCS 2017 - Proceedings
2016	Effects of reintroducing haptic feedback to virtual-reality systems on movement profiles when reaching to virtual targets Published In 11th International Conference on Disability, Virtual Reality and Associated Technologies (ICDVRAT 2016): Proceedings
2015	A drift detecting anti-divergent EKF for online biodynamic model identification Published In 2015 IEEE 7th International Symposium on Cyberspace Safety and Security (CSS)
2015	Development and Implementation of a Flipped-Classroom Delivery in Engineering Computing and Analysis for First Year Engineering Students Published In 26th Annual Conference of the Australasian Association for Engineering Education (AAEE 2015): Order of Proceedings
2015	Implementation of radio tomographic imaging based localisation using a 6LoWPAN wireless sensor network Published In Proceedings of the 12th International Conference on Wireless Information Networks and Systems
2015	Machine learning based acoustic sensing for indoor room localisation using mobile phones Published In Proceedings of the International Conference on Sensing Technology, ICST
2015	Stochastic energy balancing of renewable sources in a smart grid Published In Power Engineering Conference (AUPEC), 2015 Australasian Universities
2014	A comparison of upper limb movement profiles when reaching to virtual and real targets during stance Published In 9th Australasian Biomechanics Conference
2014	A comparison of upper limb movement profiles when reaching to virtual and real targets using the Oculus Rift: implications for virtual-reality enhanced stroke rehabilitation Published In 10th International Conference on Disability, Virtual Reality and Associated Technologies (ICDVRAT 2014): Proceedings
2014	Decision tree assisted EKF for vehicle slip angle estimation using inertial motion sensors Published In Neural Networks (IJCNN), 2014 International Joint Conference on
2014	Dynamic environmental fading in urban VANETs Published In IEEE International Conference on Communications (ICC)
2014	Simulation of contrasting clustering paradigms under an experimentally-derived channel model Published In IEEE Vehicular Technology Conference
2014	Ultra wideband noise channel measurement using a vector network analyzer Published In International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)
2014	Ultra wideband noise channel measurement using a vector network analyzer Published In Proceeding of the 1st International Conference on Electrical Engineering, Computer Science and Informatics
2013	Adaptive stochastic energy flow balancing in smart grid Published In IEEE Energytech
2013	Ankle injury assessment using inertial 3D data Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)
2013	Displacement profile estimation using low cost inertial motion sensors with applications to sporting and rehabilitation exercises Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)
2013	Experimental validation of the CORNER urban propagation model based on signal power measurements in a vehicular environment Published In IEEE Wireless Communications and Networking Conference, WCNC
2013	Inertial sensing for human motor control symmetry in injury rehabilitation Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)
2012	Hybrid power saving technique for wireless sensor networks Published In Wireless Information Technology and Systems (ICWITS), 2012 IEEE International Conference
2012	Morphological characteristics of cervical cells for cervical cancer diagnosis Published In Proceedings of the 2011 2nd International Congress on Computer Applications and Computational Science, Volume 2
2012	UltraWideband wireless channel in presence of atmospheric gases and refined engine oil Published In 2012 6th International Conference on Signal Processing and Communication Systems (ICSPCS)
2012	Using context-aware sub sorting of received signal strength fingerprints for indoor localisation Published In 2012 6th International Conference on Signal Processing and Communication Systems (ICSPCS)
2012	Wireless indoor localisation using received signal strength fingerprinting with context aware partitioning Published In Wireless Information Technology and Systems (ICWITS), 2012 IEEE International Conference on
2011	Cervical cancer classification using Gabor filters Published In 2011 1st IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2011
2011	Location based services with personal area network for community and tourism applications Published In IET International Communication Conference on Wireless Mobile and Computing (CCWMC 2011)
2010	BIOMETRIC MONITORING OF FOOTSTEP AND HEART RATE USING WIRELESS INERTIAL SENSORS Published In PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, VOL 3
2010	Classification cervical cancer using histology images Published In International Conference on Computer Engineering and Applications
2010	What’s your contribution? An online system for assessing each member’s participation in team based projects Published In The 4th International Conference on Signal Processing and Communication Systems
2009	Biometric monitoring of footstep and heart rate using wireless inertial sensors Published In International Design Engineering Technical Conferences & Computers and Information in Engineering Conference
2009	Comparison of Alamouti and STS implementations using a Software Defined Radio Test Bed Published In 2009 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION SYSTEMS
2009	Comparison of Alamouti and STS implementations using a software defined radio test bed Published In International Conference on Signal Processing and Communication Systems
2009	Indoor wireless localisation network using a dynamic position tracking model Published In ICETE 2009 - International Joint Conference on e-Business and Telecommunications
2009	Indoor wireless localisation network using a dynamic position tracking model Published In International Conference on Wireless Information Networks and Systems
2009	Indoor wireless localisation network using a mobile phone interface Published In ICETE 2009 - International Joint Conference on e-Business and Telecommunications
2009	Indoor wireless localisation network using a mobile phone interface Published In International Conference on Wireless Information Networks and Systems
2009	Mitagation against MAI in a space time spreading software defined radio Published In International Conference on Information Technology: New Generations
2009	Preliminary development of an inexpensive and portable network monitoring probe using an internet embedded microprocessor Published In The 2nd International Multi-Conference on Engineering and Technological Innovation : Proceedings, Volume II
2008	Localized indoor visual asset or person tracking system using ultrasound and radio frequency signals Published In International Conference on Communication Systems and Networks
2008	Urban Interfaces Published In Designing and evaluating mobile phone-based interaction with public displays Workshop at the Conference on Human Factors in Computing Systems
2008	Wireless Interactive System for Patient Healthcare Monitoring using Mobile Computing Devices Published In ICSPCS: 2ND INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION SYSTEMS, PROCEEDINGS
2008	Wireless interactive system for patient healthcare monitoring using mobile computing devices Published In International Conference on Signal Processing and Communication Systems
2008	Wireless localisation network for patient tracking Published In International Conference on Intelligent Sensors, Sensor Networks and Information Processing
2007	A wireless sensor node architecture using remote power charging, for interaction applications Published In Euromicro Conference on Digital System Design
2007	Ambient intelligence through Wireless Ad-hoc Control Networks Published In International Conference on Intelligent Sensors, Sensor Networks and Information Processing
2007	Embedding distributed learning algorithms in wireless ad-hoc control networks Published In International Conference on Intelligent and Advanced Systems
2007	Intuitive Interaction For Home ICT Environments Using RFID and Bluetooth Wireless Technology Published In International conference on Wireless Information Networks and Systems
2007	Intuitive community digital assistant user interfaces based on wireless devices Published In International Conference on Virtual Systems and MultiMedia
2007	Realising WACNet through a zigbee-based architecture Published In IEEE Conference on Sensors
2007	Wireless Position Location System For Indoor Environments Published In International conference on Wireless Information Networks and Systems
2004	A hamming distance based VLIW/EPIC code compression technique Published In CASES 2004: International Conference on Compilers, Architecture, and Synthesis for Embedded Systems
2004	Code compression based on operand-factorization for vliw processors Published In Data Compression Conference Proceedings
2003	Compiler optimization and ordering effects on VLIW code compression Published In CASES 2003: International Conference on Compilers, Architecture, and Synthesis for Embedded Systems

Investigator On

Year	Title
2021 - 2022	Smart Eye: Airborne and AI-Driven Assessment Solution of Sugarcane Awarded by: CSIRO Funding Scheme: Aus4Innovation
2014	Intelligent Sensing Bolt Awarded by: NSW Government Funding Scheme: NSW Technology Vouchers (Techvouchers) Program Connectors Funds
2011	Testing and validating of cumulative posture state chance (CPSC) metrics by UOW Centre for Intelligent Mechatronics Research Awarded by: NSW Government Funding Scheme: NSW Technology Vouchers (Techvouchers) Program Connectors Funds

Available as Research Supervisor

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Machine Learnt Radiomics Models for the Treatment of Non-Metastatic Non-Small Cell Lung Cancer	Vial, Alanna
Doctor of Philosophy	Targets Monitoring and Data Collection in Radio Frequency (RF) Energy Harvesting IoT Networks	Fei, Jia
Doctor of Philosophy	Coverage Problems in IoTs Networks	Song, Zilin
Doctor of Philosophy	Controller Placement in Software Defined Networks	Zhang, Longji
Doctor of Philosophy	Enhance Wire and Arc Additive Manufacturing Performance Using Artificial Intelligence	He, Fengyang
Doctor of Philosophy	Performance evaluation of UAV wireless communication network with IEEE 802.11 in real-time	Cui, Yuhan
Doctor of Philosophy	Medical Image Analysis with Machine Learning Techniques for Colorectal Cancer Prognosis and Prediction.	Malagoda Paranavithanage, Iromi

Keywords

embedded-systems, sensors, sensor-networks, sensor-based-localisation, computer-architecture, code-compression

Top Publications

Year	Title
2017	A Comparative survey of VANET clustering techniques Published in IEEE Communications Surveys and Tutorials
2015	Recognizing human motions through mixture modeling of inertial data Published in Pattern Recognition
2018	The role of deep learning and radiomic feature extraction in cancer-specific predictive modelling: A review Published in Translational Cancer Research
2018	Formative assessment to develop oral communication competency using YouTube: self- and peer assessment in engineering Published in European Journal of Engineering Education
2016	Seated whole-body vibration analysis, technologies and modelling: a survey Published in IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans
2015	Decoding student satisfaction: how to manage and improve the laboratory experience Published in IEEE Transactions on Education

Research Areas

Research Overview

- Embedded Systems
- Machine learning for constrained systems
- Sensor networks data fusion
- Internet of Things
- Code compression
- Engineering Education

Selected Publications

Journal Article

Year	Title
2021	Data Collection in Multi-Hop Mobile Sink Aided Backscatter IoT Networks Published In IEEE Internet of Things Journal
2021	Remote, simulation or traditional engineering teaching laboratory: a systematic literature review of assessment implementations to measure student achievement or learning Published In European Journal of Engineering Education
2021	The first step towards intelligent wire arc additive manufacturing: An automatic bead modelling system using machine learning through industrial information integration Published In Journal of Industrial Information Integration
2020	Measurement and Analysis of Ultra wideband Channel Coefficients through Crude Oils in a Multipath Environment Published In Australian Journal of Electrical and Electronics Engineering
2020	Uncertainty analysis of the Limits to Growth model: Sensitivity is high, but trends are stable Published In GAIA
2020	Charge-and-Activate Policies for Targets Monitoring in RF-Harvesting Sensor Networks Published In IEEE Transactions on Vehicular Technology
2020	Stochastic Targets Monitoring in Wireless Powered Sensor Networks Published In IEEE Transactions on Vehicular Technology
2019	Measurement and Analysis of Ultra wideband Channel Coefficients through Crude Oils in a Multipath Environment Published In Australian Journal of Electrical and Electronics Engineering
2019	Uncertainty analysis of the Limits to Growth model: Sensitivity is high, but trends are stable Published In GAIA
2018	Formative assessment to develop oral communication competency using YouTube: self- and peer assessment in engineering Published In European Journal of Engineering Education
2018	On the effects of spreading sequence pairs over MIMO-STS systems Published In International Journal of Radio Frequency Identification Technology and Applications
2018	On the effects of spreading sequence pairs over MIMO-STS systems Published In International Journal of Radio Frequency Identification Technology and Applications
2018	Teaching programming in common first year engineering: discipline insights applying a flipped learning problem-solving approach Published In Australasian Journal of Engineering Education
2018	The role of deep learning and radiomic feature extraction in cancer-specific predictive modelling: A review Published In Translational Cancer Research
2017	A Comparative survey of VANET clustering techniques Published In IEEE Communications Surveys and Tutorials
2016	A comparison of upper limb movement profiles when reaching to virtual and real targets using the Oculus Rift: Implications for virtual-reality enhanced stroke rehabilitation Published In Journal of Pain Management
2016	Indoor position tracking using received signal strength-based fingerprint context aware partitioning Published In IET Radar, Sonar and Navigation
2016	Measurement of ultra wideband channel coefficient through carbon dioxide in a multipath environment Published In Microwave and Optical Technology Letters
2016	Seated whole-body vibration analysis, technologies and modelling: a survey Published In IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans
2016	Ultra Wideband Channel Coefficient Measurements for Detecting Methane Gas in a Multipath Environment Published In Australian Journal of Electrical and Electronics Engineering
2015	Decoding student satisfaction: how to manage and improve the laboratory experience Published In IEEE Transactions on Education
2015	Improving the laboratory learning experience: a process to train and manage teaching assistants Published In IEEE Transactions on Education
2015	Including general environmental effects in K-factor approximation for rice-distributed VANET channels Published In Physical Communication
2015	Measurement of ultra wideband channel sounding using vector network analyzer Published In Telkomnika
2015	Recognizing human motions through mixture modeling of inertial data Published In Pattern Recognition
2015	Stochastic energy balancing in substation energy management Published In AIMS Energy
2015	Using online and multimedia resources to enhance the student learning experience in a telecommunications laboratory within an Australian University Published In Australasian Journal of Engineering Education
2014	An approach to ultra-wideband channel calibration using a vector network analyser Published In Australian Journal of Electrical and Electronics Engineering
2014	Balancing energy in the smart grid using distributed value function (DVF) Published In IEEE Transactions on Smart Grid
2013	Evaluation of realtime people tracking for indoor environments using ubiquitous motion sensors and limited wireless network infrastructure Published In Pervasive and Mobile Computing
2013	Wireless outdoor personal area network using adaptive inquiry scanning for location-based services Published In Personal and Ubiquitous Computing
2012	An indoor localisation and motion monitoring system to determine behavioural activity in dementia afflicted patients in aged care Published In Electronic Journal of Health Informatics
2012	Computer aided decision support system for cervical cancer classification Published In Proceedings of SPIE - International Society for Optical Engineering
2012	Indoor localisation using a context-aware dynamic position tracking model Published In International Journal of Navigation and Observation
2012	On the effect of multiple access interference in a space time spreading time hopping PPM UWB system Published In Computers and Electrical Engineering

Book

Year	Title
2012	Wireless sensor systems for localized and intuitive interaction Publisher United States

Chapter

Year	Title
2017	The Effects of Reintroducing Haptic Feedback to Virtual Reality Systems on Movement Profiles When Reaching to Virtual Targets Published In Virtual Reality: Recent Advances for Health and Wellbeing Publisher New York, United States

Conference Paper

Year	Title
2021	Managing Hands-on Electrical and Computer Engineering Labs during the COVID-19 Pandemic Published In TALE 2021 - IEEE International Conference on Engineering, Technology and Education, Proceedings
2020	A JAVA program for automatic team allocation in project-based coursework Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018
2020	Panel Session - Women in Engineering Networking Panel Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018
2020	Using Gaussian Mixture Modelling to Analyse Dynamic Body Postures from Multiple Inertial Measurement Units Published In 2019, 13th International Conference on Signal Processing and Communication Systems, ICSPCS 2019 - Proceedings
2020	Using machine learning applied to radiomic image features for segmenting tumour structures Published In 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019
2019	A JAVA program for automatic team allocation in project-based coursework Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018
2019	Panel Session - Women in Engineering Networking Panel Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018
2019	Using Gaussian Mixture Modelling to Analyse Dynamic Body Postures from Multiple Inertial Measurement Units Published In 2019, 13th International Conference on Signal Processing and Communication Systems, ICSPCS 2019 - Proceedings
2019	Using machine learning applied to radiomic image features for segmenting tumour structures Published In 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019
2018	A Dual Canister Medicine IoT Dispenser Published In 15th International Conference on Information Technology: Information Technology – New Generations
2018	A comparative study of machine learning techniques for the improved prediction of NSCLC survival analysis Published In 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings
2018	Mechanical Vibration Data Lossless Compression with 2D Block Adaptive Quantization Published In 2018 International Conference on Sensing, Diagnostics, Prognostics, and Control, SDPC 2018
2017	Assessing the prognostic impact of 3D CT image tumour rind texture features on lung cancer survival Published In IEEE Global Conference on Signal and Information Processing (GlobalSIP 2017)
2017	Modelling dynamic body motion using IMUs positioned on the torso Published In 11th International Conference on Signal Processing and Communication Systems, ICSPCS 2017 - Proceedings
2016	Effects of reintroducing haptic feedback to virtual-reality systems on movement profiles when reaching to virtual targets Published In 11th International Conference on Disability, Virtual Reality and Associated Technologies (ICDVRAT 2016): Proceedings
2015	A drift detecting anti-divergent EKF for online biodynamic model identification Published In 2015 IEEE 7th International Symposium on Cyberspace Safety and Security (CSS)
2015	Development and Implementation of a Flipped-Classroom Delivery in Engineering Computing and Analysis for First Year Engineering Students Published In 26th Annual Conference of the Australasian Association for Engineering Education (AAEE 2015): Order of Proceedings
2015	Implementation of radio tomographic imaging based localisation using a 6LoWPAN wireless sensor network Published In Proceedings of the 12th International Conference on Wireless Information Networks and Systems
2015	Machine learning based acoustic sensing for indoor room localisation using mobile phones Published In Proceedings of the International Conference on Sensing Technology, ICST
2015	Stochastic energy balancing of renewable sources in a smart grid Published In Power Engineering Conference (AUPEC), 2015 Australasian Universities
2014	A comparison of upper limb movement profiles when reaching to virtual and real targets during stance Published In 9th Australasian Biomechanics Conference
2014	A comparison of upper limb movement profiles when reaching to virtual and real targets using the Oculus Rift: implications for virtual-reality enhanced stroke rehabilitation Published In 10th International Conference on Disability, Virtual Reality and Associated Technologies (ICDVRAT 2014): Proceedings
2014	Decision tree assisted EKF for vehicle slip angle estimation using inertial motion sensors Published In Neural Networks (IJCNN), 2014 International Joint Conference on
2014	Dynamic environmental fading in urban VANETs Published In IEEE International Conference on Communications (ICC)
2014	Simulation of contrasting clustering paradigms under an experimentally-derived channel model Published In IEEE Vehicular Technology Conference
2014	Ultra wideband noise channel measurement using a vector network analyzer Published In International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)
2014	Ultra wideband noise channel measurement using a vector network analyzer Published In Proceeding of the 1st International Conference on Electrical Engineering, Computer Science and Informatics
2013	Adaptive stochastic energy flow balancing in smart grid Published In IEEE Energytech
2013	Ankle injury assessment using inertial 3D data Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)
2013	Displacement profile estimation using low cost inertial motion sensors with applications to sporting and rehabilitation exercises Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)
2013	Experimental validation of the CORNER urban propagation model based on signal power measurements in a vehicular environment Published In IEEE Wireless Communications and Networking Conference, WCNC
2013	Inertial sensing for human motor control symmetry in injury rehabilitation Published In 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM)
2012	Hybrid power saving technique for wireless sensor networks Published In Wireless Information Technology and Systems (ICWITS), 2012 IEEE International Conference
2012	Morphological characteristics of cervical cells for cervical cancer diagnosis Published In Proceedings of the 2011 2nd International Congress on Computer Applications and Computational Science, Volume 2
2012	UltraWideband wireless channel in presence of atmospheric gases and refined engine oil Published In 2012 6th International Conference on Signal Processing and Communication Systems (ICSPCS)
2012	Using context-aware sub sorting of received signal strength fingerprints for indoor localisation Published In 2012 6th International Conference on Signal Processing and Communication Systems (ICSPCS)
2012	Wireless indoor localisation using received signal strength fingerprinting with context aware partitioning Published In Wireless Information Technology and Systems (ICWITS), 2012 IEEE International Conference on
2011	Cervical cancer classification using Gabor filters Published In 2011 1st IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2011
2011	Location based services with personal area network for community and tourism applications Published In IET International Communication Conference on Wireless Mobile and Computing (CCWMC 2011)
2010	BIOMETRIC MONITORING OF FOOTSTEP AND HEART RATE USING WIRELESS INERTIAL SENSORS Published In PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, VOL 3
2010	Classification cervical cancer using histology images Published In International Conference on Computer Engineering and Applications
2010	What’s your contribution? An online system for assessing each member’s participation in team based projects Published In The 4th International Conference on Signal Processing and Communication Systems
2009	Biometric monitoring of footstep and heart rate using wireless inertial sensors Published In International Design Engineering Technical Conferences & Computers and Information in Engineering Conference
2009	Comparison of Alamouti and STS implementations using a Software Defined Radio Test Bed Published In 2009 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION SYSTEMS
2009	Comparison of Alamouti and STS implementations using a software defined radio test bed Published In International Conference on Signal Processing and Communication Systems
2009	Indoor wireless localisation network using a dynamic position tracking model Published In ICETE 2009 - International Joint Conference on e-Business and Telecommunications
2009	Indoor wireless localisation network using a dynamic position tracking model Published In International Conference on Wireless Information Networks and Systems
2009	Indoor wireless localisation network using a mobile phone interface Published In ICETE 2009 - International Joint Conference on e-Business and Telecommunications
2009	Indoor wireless localisation network using a mobile phone interface Published In International Conference on Wireless Information Networks and Systems
2009	Mitagation against MAI in a space time spreading software defined radio Published In International Conference on Information Technology: New Generations
2009	Preliminary development of an inexpensive and portable network monitoring probe using an internet embedded microprocessor Published In The 2nd International Multi-Conference on Engineering and Technological Innovation : Proceedings, Volume II
2008	Localized indoor visual asset or person tracking system using ultrasound and radio frequency signals Published In International Conference on Communication Systems and Networks
2008	Urban Interfaces Published In Designing and evaluating mobile phone-based interaction with public displays Workshop at the Conference on Human Factors in Computing Systems
2008	Wireless Interactive System for Patient Healthcare Monitoring using Mobile Computing Devices Published In ICSPCS: 2ND INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION SYSTEMS, PROCEEDINGS
2008	Wireless interactive system for patient healthcare monitoring using mobile computing devices Published In International Conference on Signal Processing and Communication Systems
2008	Wireless localisation network for patient tracking Published In International Conference on Intelligent Sensors, Sensor Networks and Information Processing
2007	A wireless sensor node architecture using remote power charging, for interaction applications Published In Euromicro Conference on Digital System Design
2007	Ambient intelligence through Wireless Ad-hoc Control Networks Published In International Conference on Intelligent Sensors, Sensor Networks and Information Processing
2007	Embedding distributed learning algorithms in wireless ad-hoc control networks Published In International Conference on Intelligent and Advanced Systems
2007	Intuitive Interaction For Home ICT Environments Using RFID and Bluetooth Wireless Technology Published In International conference on Wireless Information Networks and Systems
2007	Intuitive community digital assistant user interfaces based on wireless devices Published In International Conference on Virtual Systems and MultiMedia
2007	Realising WACNet through a zigbee-based architecture Published In IEEE Conference on Sensors
2007	Wireless Position Location System For Indoor Environments Published In International conference on Wireless Information Networks and Systems
2004	A hamming distance based VLIW/EPIC code compression technique Published In CASES 2004: International Conference on Compilers, Architecture, and Synthesis for Embedded Systems
2004	Code compression based on operand-factorization for vliw processors Published In Data Compression Conference Proceedings
2003	Compiler optimization and ordering effects on VLIW code compression Published In CASES 2003: International Conference on Compilers, Architecture, and Synthesis for Embedded Systems

Investigator On

Year	Title
2021 - 2022	Smart Eye: Airborne and AI-Driven Assessment Solution of Sugarcane Awarded by: CSIRO Funding Scheme: Aus4Innovation
2014	Intelligent Sensing Bolt Awarded by: NSW Government Funding Scheme: NSW Technology Vouchers (Techvouchers) Program Connectors Funds
2011	Testing and validating of cumulative posture state chance (CPSC) metrics by UOW Centre for Intelligent Mechatronics Research Awarded by: NSW Government Funding Scheme: NSW Technology Vouchers (Techvouchers) Program Connectors Funds

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Machine Learnt Radiomics Models for the Treatment of Non-Metastatic Non-Small Cell Lung Cancer	Vial, Alanna
Doctor of Philosophy	Targets Monitoring and Data Collection in Radio Frequency (RF) Energy Harvesting IoT Networks	Fei, Jia
Doctor of Philosophy	Coverage Problems in IoTs Networks	Song, Zilin
Doctor of Philosophy	Controller Placement in Software Defined Networks	Zhang, Longji
Doctor of Philosophy	Enhance Wire and Arc Additive Manufacturing Performance Using Artificial Intelligence	He, Fengyang
Doctor of Philosophy	Performance evaluation of UAV wireless communication network with IEEE 802.11 in real-time	Cui, Yuhan
Doctor of Philosophy	Medical Image Analysis with Machine Learning Techniques for Colorectal Cancer Prognosis and Prediction.	Malagoda Paranavithanage, Iromi

Keywords

embedded-systems, sensors, sensor-networks, sensor-based-localisation, computer-architecture, code-compression

Located In Facility

Building 35, Room G26

Orcid Id

http://orcid.org/0000-0002-5598-7987 (confirmed)

Scopus Id

8402898000

Overview

Overview

Top Publications

Research Areas

Research Overview

Available as Research Supervisor

Publications

Selected Publications

Journal Article

Book

Chapter

Conference Paper

Funding

Investigator On

Supervision

Available as Research Supervisor

Advisees

Graduate Advising Relationship

Background

Keywords

Contact

Located In Facility

Identity

Orcid Id

Scopus Id

Overview

Top Publications

Research Areas

Research Overview

Publications

Selected Publications

Journal Article

Book

Chapter

Conference Paper

Funding

Investigator On

Supervision

Advisees

Graduate Advising Relationship

Background

Keywords

Contact

Located In Facility

Identity

Orcid Id

Scopus Id

Visualisations

Research Areas