Mohammad Derawi

About

Administrative/Research Leadership:

Head of Smart Wireless Systems (SWS) Research Group
Scientific Director of the IoT-Lab, NTNU Gjøvik

Educational Background:

PhD in Information Security from NISLab (Norway) and CASED (Germany).
BSc. + MSc. Eng. in Infomatics from DTU (Denmark)

Research Interests:

Smart Wireless Systems (Internet-of-Things - IoT)
Information Security (Biometric Systems)
Digital Electronics (Microcontrollers, Arduino, Micro-Bit...)
Applied Mahine Learning / Pattern Recognition (Activity Recognition)
E-learning (Social-Media platform Education)

Selected Research/Development Projects (financed by):

IoT Safetraffic (RFF Innlandet)
Ambulance Drone (NTNU Vicerector)
Wireless ECG (Innovation Norway)
"Sikringssystem for Håndvpen med Elektronisk/biometrisk Identifiisering" (RFF Innlandet)
“TrUsted Revocable Biometric IdeNtitiEs”, (TURBINE, 7th EU F, www.turbine-project.eu)

Titles, Awards and special invitations:

Invitation to the 50th birthday of the crownprince couple at the castle's backyard party, 2023.
Quality in Education Award (“Studiekvalitetsprisen”), NTNU, 2017
Youngest Professor of Norway, 2016.
Youngest MSc. Engineer of Denmark, 2009.
IEEE Cettificate of Appreciation, IEEE Young Professionals Volunteer, 2011
Several best paper awards througout the active years of reasearch (IEEE, ACM, SPRINGER)

Research

Smart Wireless Systems

Publications

2022

Tas, Sumeyra; Sari, Ozgen; Dalveren, Yaser; Pazar, Senol; Kara, Ali; Derawi, Mohammad. (2022) Deep Learning-Based Vehicle Classification for Low Quality Images. Sensors
Academic article
Bouzidi, Mohammed; Gupta, Nishu; Dalveren, Yaser; Mohamed, Marshed Kassim; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2022) Indoor Propagation Analysis of IQRF Technology for Smart Building Applications. Electronics (Basel)
Academic article
Bouzidi, Mohammed; Gupta, Nishu; Alaya Cheikh, Faouzi; Shalaginov, Andrii; Derawi, Mohammad. (2022) A Novel Architectural Framework on IoT Ecosystem, Security Aspects and Mechanisms: A Comprehensive Survey. IEEE Access
Academic article
Bouzidi, Mohammed; Mohamed, Marshed Kassim; Dalveren, Yaser; Moldsvor, Arild; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2022) Propagation Measurements for IQRF Network in an Urban Environment. Sensors
Academic article
Ozyurt, Ozcan; Gurcan, Fatih; Menekse Dalveren, Gonca Gokce; Derawi, Mohammad. (2022) Career in Cloud Computing: Exploratory Analysis of In-Demand Competency Areas and Skill Sets. Applied Sciences
Academic article
Gurcan, Fatih; Dalveren, Gonca Gokce Menekse; Derawi, Mohammad. (2022) Covid-19 and E-Learning: An Exploratory Analysis of Research Topics and Interests in E-Learning During the Pandemic. IEEE Access
Academic article

2021

Şala, Derda E.; Dalveren, Yaser; Kara, Ali; Derawi, Mohammad. (2021) Design and Optimization of Piezoelectric-Powered Portable UV-LED Water Disinfection System . Applied Sciences
Academic article
Dalveren, Yaser; Karatas, Gokhan; Derawi, Mohammad; Kara, Ali. (2021) A Simple Propagation Model to Characterize the Effects of Multiple Human Bodies Blocking Indoor Short-Range Links at 28 GHz. Electronics (Basel)
Academic article

2020

Derawi, Mohammad; Dalveren, Yaser; Alaya Cheikh, Faouzi. (2020) Internet-of-Things-Based Smart Transportation Systems for Safer Roads. 2020 IEEE 6th World Forum on Internet of Things (WF-IoT)
Academic article
Bouzidi, Mohammed; Dalveren, Yaser; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2020) Use of the IQRF Technology in Internet-of-Things-Based Smart Cities. IEEE Access
Academic article
Evren, Catak; Moldsvor, Arild; Derawi, Mohammad. (2020) Transceiver Design for GFDM with Hexagonal Time-Frequency Allocation Using the Polyphase Decomposition. Electronics (Basel)
Academic article

2017

Derawi, Mohammad; Bours, Patrick; Chen, Ray. (2017) Biometric Acoustic Ear Recognition. Springer
Academic chapter/article/Conference paper

2015

Derawi, Mohammad. (2015) Wireless Chest-Based ECG Biometrics. Springer
Academic chapter/article/Conference paper
Voitenko, Iurii; Derawi, Mohammad. (2015) On Data Transport Issues in Wireless Self-configuring Networks. Springer
Academic chapter/article/Conference paper
Derawi, Mohammad; Zhang, Hao. (2015) Internet of Things in Real-Life—A Great Understanding. Springer
Academic chapter/article/Conference paper

2014

Derawi, Mohammad. (2014) Securing E-learning Platforms. Curran Associates, Inc.
Academic chapter/article/Conference paper
Derawi, Mohammad. (2014) E-learning protection of open access platforms. Curran Associates, Inc.
Academic chapter/article/Conference paper
Derawi, Mohammad; Voitenko, Iurii; Endrerud, Pål Erik. (2014) Real-time Wireless ECG Biometrics with Mobile Devices. IEEE conference proceedings
Academic chapter/article/Conference paper
Derawi, Mohammad; Voitenko, Iurii. (2014) Fusion of Gait and ECG for Biometric User Authentication. Gesellschaft für Informatik
Academic chapter/article/Conference paper
Voitenko, Iurii; Derawi, Mohammad. (2014) Reliable cross-layer data transport protocol for MANETs. IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper

2013

Derawi, Mohammad; Bours, Patrick. (2013) Gait and Activity Recognition using Commercial Phones. Computers & Security
Academic article

2012

Derawi, Mohammad; McCallum, Simon; Witte, Heiko; Bours, Patrick. (2012) Biometric Access Control using Near Field Communication and Smart Phones. IEEE conference proceedings
Academic chapter/article/Conference paper
Derawi, Mohammad; Gafurov, Davrondzhon; Bours, Patrick. (2012) Towards Continuous Authentication Based on Gait Using Wearable Motion Recording Sensors. IGI Global
Academic chapter/article/Conference paper
Derawi, Mohammad. (2012) Smartphones and Biometrics: Gait and Activity Recognition. Doctoral Dissertations at Gjøvik University College (3/2012)
Doctoral dissertation
Derawi, Mohammad; Yang, Bian; Busch, Christoph. (2012) Fingerprint Recognition with Embedded Cameras on Mobile Phones. Springer
Academic chapter/article/Conference paper

2011

Balisane, Hewa; Derawi, Mohammad; Bours, Patrick; Ahmed, Waqar; Twigg, Peter. (2011) Gait Recognition in Children under Special Circumstances. Høgskolen i Gjøvik
Academic chapter/article/Conference paper
Derawi, Mohammad; Balisane, Hewa; Bours, Patrick; Ahmed, Waqar; Twigg, Peter. (2011) Gait Recognition for Children over a Longer Period. Gesellschaft für Informatik
Academic chapter/article/Conference paper
Derawi, Mohammad; Ali, Hazem Othman; Alaya Cheikh, Faouzi. (2011) Gait Recognition using Time-of-Flight Sensor. Gesellschaft für Informatik
Academic chapter/article/Conference paper
Nickel, Claudia; Derawi, Mohammad; Bours, Patrick; Busch, Christoph. (2011) Scenario test of accelerometer-based biometric gait recognition. Høgskolen i Gjøvik
Academic chapter/article/Conference paper
Balisane, Hewa; Derawi, Mohammad; Bours, Patrick; Ahmed, Waqar; Twigg, Peter. (2011) Performance of Gait Recognition in Children's Walking Compared to Adults. Høgskolen i Gjøvik
Academic chapter/article/Conference paper
Bajrami, Gazmend; Derawi, Mohammad; Bours, Patrick. (2011) Towards an automatic gait recognition system using activity recognition (wearable based). Høgskolen i Gjøvik
Academic chapter/article/Conference paper
Derawi, Mohammad. (2011) Biometric options for mobile phone authentication. Biometric Technology Today
Academic article

2010

Derawi, Mohammad. (2010) Accelerometer-Based Gait Analysis, A survey. Tapir Akademisk Forlag
Academic chapter/article/Conference paper
Derawi, Mohammad; Bours, Patrick; Holien, Kjetil. (2010) Improved Cycle Detection for Accelerometer Based Gait Authentication. IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
Derawi, Mohammad; Nickel, Claudia; Bours, Patrick; Busch, Christoph. (2010) Unobtrusive User-Authentication on Mobile Phones Using Biometric Gait Recognition. IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
Derawi, Mohammad; Gafurov, Davrondzhon; Larsen, Rasmus; Busch, Christoph; Bours, Patrick. (2010) Fusion of gait and fingerprint for user authentication on mobile devices. IEEE conference proceedings
Academic chapter/article/Conference paper
Thirumathyam, Rubathas; Derawi, Mohammad. (2010) Biometric template data protection in mobile device environment using XML-database. IEEE conference proceedings
Academic chapter/article/Conference paper

2009

Yang, Bian; Busch, Christoph; Derawi, Mohammad; Gafurov, Davrondzhon; Bours, Patrick. (2009) Geometric-Aligned Cancelable Fingerprint Templates. Springer
Academic chapter/article/Conference paper

Journal publications

Derawi, Mohammad; Awan, Maaz Ali; Sahin, Adem; Dalveren, Yaser; Ozdur, Ibrahim; Kara, Ali. (2025) Design and Empirical Validation of a Low-Cost Outdoor mmWave Altimetry Test Bench for UAS. IEEE Access
Academic article
Gurcan, Fatih; Gudek, Beyza; Menekse Dalveren, Gonca Gokce; Derawi, Mohammad. (2025) Future-Ready Skills Across Big Data Ecosystems: Insights from Machine Learning-Driven Human Resource Analytics. Applied Sciences
Academic article
Awan, Maaz Ali; Dalveren, Yaser; Kara, Ali; Derawi, Mohammad. (2024) Towards mmWave Altimetry for UAS: Exploring the Potential of 77 GHz Automotive Radars. Drones
Academic article
Awan, Maaz Ali; Dalveren, Yaser; Kara, Ali; Derawi, Mohammad. (2024) Advancing mmWave Altimetry for Unmanned Aerial Systems: A Signal Processing Framework for Optimized Waveform Design. Drones
Academic article
Gurer, Gursu; Dalveren, Yaser; Kara, Ali; Derawi, Mohammad. (2024) A Radio Frequency Fingerprinting-Based Aircraft Identification Method Using ADS-B Transmissions. Aerospace
Academic article
Aydin, Mutlu; Dalveren, Yaser; Kara, Ali; Derawi, Mohammad. (2024) The Fast and Reliable Detection of Multiple Narrowband FH Signals: A Practical Framework. Sensors
Academic article
Oncu, Seckin; Karakaya, Mehmet; Dalveren, Yaser; Kara, Ali; Derawi, Mohammad. (2024) Real-Time Radar Classification Based on Software-Defined Radio Platforms: Enhancing Processing Speed and Accuracy with Graphics Processing Unit Acceleration. Sensors
Academic article
Dogan, Deren; Dalveren, Yaser; Kara, Ali; Derawi, Mohammad. (2024) A Simplified Method Based on RSSI Fingerprinting for IoT Device Localization in Smart Cities. IEEE Access
Academic article
Khatiwada, Pankaj; Gupta, Nishu; Yang, Bian; Derawi, Mohammad. (2024) Adaptive Key Management-Based Privacy Preservation Protocol for Healthcare Data. Communications in Computer and Information Science (CCIS)
Academic article
Bouzidi, Mohammed; Amro, Ahmed Walid; Dalveren, Yaser; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2023) LPWAN Cyber Security Risk Analysis: Building a Secure IQRF Solution. Sensors
Academic article
Tan, Luy Nguyen; Gupta, Nishu; Derawi, Mohammad. (2023) Adaptive Dynamic Programming and Zero-Sum Game-Based Distributed Control for Energy Management Systems With Internet of Things. IEEE Internet of Things Journal
Academic article
Gurcan, Fatih; Boztas, Gizem Dilan; Dalveren, Gonca Gokce Menekse; Derawi, Mohammad. (2023) Digital Transformation Strategies, Practices, and Trends: A Large-Scale Retrospective Study Based on Machine Learning. Sustainability
Academic article
Derawi, Mohammad; Dalveren, Gonca Gokce Menekse; Cagiltay, Nergiz Ercil. (2023) Mobile Application Software Requirements Specification from Consumption Values. Electronics (Basel)
Academic article
Asthana, Pallavi; Mishra, Sumita; Gupta, Nishu; Derawi, Mohammad; Kumar, Anil. (2023) Prediction of Student's Performance With Learning Coefficients Using Regression Based Machine Learning Models. IEEE Access
Academic article
Gurcan, Fatih; Ayaz, Ahmet; Menekse Dalveren, Gonca Gokce; Derawi, Mohammad. (2023) Business Intelligence Strategies, Best Practices, and Latest Trends: Analysis of Scientometric Data from 2003 to 2023 Using Machine Learning. Sustainability
Academic article
Tan, Luy Nguyen; Gupta, Nishu; Derawi, Mohammad. (2023) H∞ Control for Oscillator Systems With Event-Triggering Signal Transmission of Internet of Things. IEEE Access
Academic article
Maiga, Bamoye; Dalveren, Yaser; Kara, Ali; Derawi, Mohammad. (2023) Convolutional Neural Network-Based Vehicle Classification in Low-Quality Imaging Conditions for Internet of Things Devices. Sustainability
Academic article
Tas, Sumeyra; Sari, Ozgen; Dalveren, Yaser; Pazar, Senol; Kara, Ali; Derawi, Mohammad. (2022) Deep Learning-Based Vehicle Classification for Low Quality Images. Sensors
Academic article
Bouzidi, Mohammed; Gupta, Nishu; Dalveren, Yaser; Mohamed, Marshed Kassim; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2022) Indoor Propagation Analysis of IQRF Technology for Smart Building Applications. Electronics (Basel)
Academic article
Bouzidi, Mohammed; Gupta, Nishu; Alaya Cheikh, Faouzi; Shalaginov, Andrii; Derawi, Mohammad. (2022) A Novel Architectural Framework on IoT Ecosystem, Security Aspects and Mechanisms: A Comprehensive Survey. IEEE Access
Academic article
Bouzidi, Mohammed; Mohamed, Marshed Kassim; Dalveren, Yaser; Moldsvor, Arild; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2022) Propagation Measurements for IQRF Network in an Urban Environment. Sensors
Academic article
Ozyurt, Ozcan; Gurcan, Fatih; Menekse Dalveren, Gonca Gokce; Derawi, Mohammad. (2022) Career in Cloud Computing: Exploratory Analysis of In-Demand Competency Areas and Skill Sets. Applied Sciences
Academic article
Gurcan, Fatih; Dalveren, Gonca Gokce Menekse; Derawi, Mohammad. (2022) Covid-19 and E-Learning: An Exploratory Analysis of Research Topics and Interests in E-Learning During the Pandemic. IEEE Access
Academic article
Şala, Derda E.; Dalveren, Yaser; Kara, Ali; Derawi, Mohammad. (2021) Design and Optimization of Piezoelectric-Powered Portable UV-LED Water Disinfection System . Applied Sciences
Academic article
Dalveren, Yaser; Karatas, Gokhan; Derawi, Mohammad; Kara, Ali. (2021) A Simple Propagation Model to Characterize the Effects of Multiple Human Bodies Blocking Indoor Short-Range Links at 28 GHz. Electronics (Basel)
Academic article
Derawi, Mohammad; Dalveren, Yaser; Alaya Cheikh, Faouzi. (2020) Internet-of-Things-Based Smart Transportation Systems for Safer Roads. 2020 IEEE 6th World Forum on Internet of Things (WF-IoT)
Academic article
Bouzidi, Mohammed; Dalveren, Yaser; Alaya Cheikh, Faouzi; Derawi, Mohammad. (2020) Use of the IQRF Technology in Internet-of-Things-Based Smart Cities. IEEE Access
Academic article
Evren, Catak; Moldsvor, Arild; Derawi, Mohammad. (2020) Transceiver Design for GFDM with Hexagonal Time-Frequency Allocation Using the Polyphase Decomposition. Electronics (Basel)
Academic article
Derawi, Mohammad; Bours, Patrick. (2013) Gait and Activity Recognition using Commercial Phones. Computers & Security
Academic article
Derawi, Mohammad. (2011) Biometric options for mobile phone authentication. Biometric Technology Today
Academic article

Part of book/report

Derawi, Mohammad; Bours, Patrick; Chen, Ray. (2017) Biometric Acoustic Ear Recognition. Springer
Academic chapter/article/Conference paper
Derawi, Mohammad. (2015) Wireless Chest-Based ECG Biometrics. Springer
Academic chapter/article/Conference paper
Voitenko, Iurii; Derawi, Mohammad. (2015) On Data Transport Issues in Wireless Self-configuring Networks. Springer
Academic chapter/article/Conference paper
Derawi, Mohammad; Zhang, Hao. (2015) Internet of Things in Real-Life—A Great Understanding. Springer
Academic chapter/article/Conference paper
Derawi, Mohammad. (2014) Securing E-learning Platforms. Curran Associates, Inc.
Academic chapter/article/Conference paper
Derawi, Mohammad. (2014) E-learning protection of open access platforms. Curran Associates, Inc.
Academic chapter/article/Conference paper
Derawi, Mohammad; Voitenko, Iurii; Endrerud, Pål Erik. (2014) Real-time Wireless ECG Biometrics with Mobile Devices. IEEE conference proceedings
Academic chapter/article/Conference paper
Derawi, Mohammad; Voitenko, Iurii. (2014) Fusion of Gait and ECG for Biometric User Authentication. Gesellschaft für Informatik
Academic chapter/article/Conference paper
Voitenko, Iurii; Derawi, Mohammad. (2014) Reliable cross-layer data transport protocol for MANETs. IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
Derawi, Mohammad; McCallum, Simon; Witte, Heiko; Bours, Patrick. (2012) Biometric Access Control using Near Field Communication and Smart Phones. IEEE conference proceedings
Academic chapter/article/Conference paper
Derawi, Mohammad; Gafurov, Davrondzhon; Bours, Patrick. (2012) Towards Continuous Authentication Based on Gait Using Wearable Motion Recording Sensors. IGI Global
Academic chapter/article/Conference paper
Derawi, Mohammad; Yang, Bian; Busch, Christoph. (2012) Fingerprint Recognition with Embedded Cameras on Mobile Phones. Springer
Academic chapter/article/Conference paper
Balisane, Hewa; Derawi, Mohammad; Bours, Patrick; Ahmed, Waqar; Twigg, Peter. (2011) Gait Recognition in Children under Special Circumstances. Høgskolen i Gjøvik
Academic chapter/article/Conference paper
Derawi, Mohammad; Balisane, Hewa; Bours, Patrick; Ahmed, Waqar; Twigg, Peter. (2011) Gait Recognition for Children over a Longer Period. Gesellschaft für Informatik
Academic chapter/article/Conference paper
Derawi, Mohammad; Ali, Hazem Othman; Alaya Cheikh, Faouzi. (2011) Gait Recognition using Time-of-Flight Sensor. Gesellschaft für Informatik
Academic chapter/article/Conference paper
Nickel, Claudia; Derawi, Mohammad; Bours, Patrick; Busch, Christoph. (2011) Scenario test of accelerometer-based biometric gait recognition. Høgskolen i Gjøvik
Academic chapter/article/Conference paper
Balisane, Hewa; Derawi, Mohammad; Bours, Patrick; Ahmed, Waqar; Twigg, Peter. (2011) Performance of Gait Recognition in Children's Walking Compared to Adults. Høgskolen i Gjøvik
Academic chapter/article/Conference paper
Bajrami, Gazmend; Derawi, Mohammad; Bours, Patrick. (2011) Towards an automatic gait recognition system using activity recognition (wearable based). Høgskolen i Gjøvik
Academic chapter/article/Conference paper
Derawi, Mohammad. (2010) Accelerometer-Based Gait Analysis, A survey. Tapir Akademisk Forlag
Academic chapter/article/Conference paper
Derawi, Mohammad; Bours, Patrick; Holien, Kjetil. (2010) Improved Cycle Detection for Accelerometer Based Gait Authentication. IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
Derawi, Mohammad; Nickel, Claudia; Bours, Patrick; Busch, Christoph. (2010) Unobtrusive User-Authentication on Mobile Phones Using Biometric Gait Recognition. IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
Derawi, Mohammad; Gafurov, Davrondzhon; Larsen, Rasmus; Busch, Christoph; Bours, Patrick. (2010) Fusion of gait and fingerprint for user authentication on mobile devices. IEEE conference proceedings
Academic chapter/article/Conference paper
Thirumathyam, Rubathas; Derawi, Mohammad. (2010) Biometric template data protection in mobile device environment using XML-database. IEEE conference proceedings
Academic chapter/article/Conference paper
Yang, Bian; Busch, Christoph; Derawi, Mohammad; Gafurov, Davrondzhon; Bours, Patrick. (2009) Geometric-Aligned Cancelable Fingerprint Templates. Springer
Academic chapter/article/Conference paper

Report

Derawi, Mohammad. (2012) Smartphones and Biometrics: Gait and Activity Recognition. Doctoral Dissertations at Gjøvik University College (3/2012)
Doctoral dissertation