Contact Dr Mohammad Samie
- Tel: +44 (0) 1234 758571
- Email: m.samie@cranfield.ac.uk
- ORCID
- Google Scholar
- ResearchGate
Areas of expertise
- Autonomous Systems
- Communications Systems
- Defence Systems Engineering
- Test and Evaluation
- Electric and Hybrid Vehicles
- Electric Power Machines
- Industrial Automation
- Instrumentation, Sensors and Measurement Science
- Mechatronics & Advanced Controls
- Operational Analysis and Simulation
- Renewable Energy
- Through-life Engineering Services
- Vehicle Health Management
Background
Dr Samie has a solid lifelong commitment to working for universities and industries. He worked as a digital engineer, university researcher, and lecturer for over ten years. His experience covers various fields and sectors, including academic research (Cranfield University, Bristol Robotics Laboratories, the University of the West of England (UWE)), system maintenance and industrial control (industrial cranes at ports and harbors), electronic engineering (broadcasting systems), and electronic system design, simulation, verification and implementation fellows (microelectronic systems companies) that involve a wide range of scientific and technical skills.
As an academic, he developed academic, scientific, and industrial collaborations with researchers in a number of different countries, including the UK, leading to independent studies that resulted in a number of international journals. Conference papers and book chapters are also awarded as best papers.
Dr. Samie was involved with several EPSRC-funded projects, including 'No-Fault-Found' and 'Self-healing cellular architectures for biologically-inspired highly reliable electronic systems' (SABRE). SABRE was a project that Dr Samie had contributed toward his PhD titled "Bio-inspired prokaryotic array for fault-tolerant electronic systems". During his PhD, Dr Samie was intensively involved with RTL/FPGA design. Simulation, verification, and implementation to design a self-healing FPGA-like array, implement it in a Xilinx FPGA, and demonstrate its self0healing feature in a robot control application.
Dr Samie received his PhD from the University of the West of England, MSc from Shiraz University, and BSc from the Azad University of Saveh, all in the field of Electronics.
Research opportunities
PhD Research Attachment in Singapore: Research collaboration with Advanced Remanufacturing and Technology Centre (ARTC) through A*STAR Research Attachment Programme (ARAP). A*STAR is the Agency for Science, Technology and Research; and it provides students with up to two years studentships including monthly stipends, One-time settling-in allowance, One-time airfare grant, Conference support, and Medical insurance. Please contact for further information: m.samie@cranfield.ac.uk
PhD by Research in:
Security and Privacy in Vehicular Communication Systems (CAN BUS)
AI-Optimised Prognostics for Design of Reliable Electronics
Vehicle Integrity Test and Measurement
Design for Prognostics in Electronic Circuits and Systems
Hardware Security
Design of vehicle health management processor for real-time failure analysis of avionic systems
MSc by Research in:
Electronics testability and health monitoring
Secured and reliable electronic system design
Electrification
Current activities
Dr Samie is particularly interested in various aspects of system health management, including design for test-ability, prognostics, diagnostics, self-healing, and fault-tolerant systems conducted on both robotics (self-healing robot) and electronics (low and high power electronics such as self-healing FPGA-like re-configurable arrays, and smart driver for power module with integrated prognostics capability) as well as RTL/FPGA/ASIC design, test and verification, tools, techniques, and applying them to a wide range of different industrial applications.
Mohammad is currently supervising a number of PhD students to look into various reliability and security issues that may raise Hardware Trojans integrated with embedded electronics. He is now contributing to the No-Fault-Found (NFF) project, which is research to deal with a specific type of failure that is hard to detect and repeat during electronic troubleshooting systems due to their intermittent and random features. NFF may arise from Hardware Trojan integrated with ASIC and FPGA during manufacturing, configuration, and programming. As a result, it may reduce electronics expected lifetime and trust-ability.
PhD Students
Amir Pourghorban: Industry-4.0-driven health and safety in context with energy and environmental technology
Visiting Student
Cheng Xianzhe (Peter): from the College of Intelligence Science and Technology, National University of Defence Technology (NUDT) in Changsha, Hunan, P.R. China. Research on No Fault Found
Lei Hua: School of Automotive and Traffic Engineering, Jiangsu University, Zhenjiang, Jiangsu Province, P. R. China. Research interest: Privacy protection of intelligent transportation. The visiting project is supported by China Scholarship Council.
Completed
Sohaib Aslam: Hardware Trojan Detection and Mitigation, 2020
Randa Maulana: Physical Unclonable Function and advanced random number generator, 2020
Mehmet Bozdal: Security of In-Vehicle Communication Network
Iftikhar Soomro: Design and optimization of electronics test access port for 3D devices
Clients
- Engineering and Physical Sciences Research Council
- Boeing Co
- Exostar LLC
- Advanced Remanufacturing and Technology Centre
- iQuila Ltd
- CKX
- Quantum Dice Ltd
Publications
Articles In Journals
- Saif SM, Samie ME & Hamzeh A. (2023). A subgraphs-density based overlapping community detection algorithm for large-scale complex networks. Computing, 105(1)
- Hashemi H, Samie ME & Hamzeh A. (2023). IFMD: image fusion for malware detection. Journal of Computer Virology and Hacking Techniques, 19(2)
- Hua L, Jiang H, Xiao J & Samie M. (2022). Cross-Domain Self-Authentication Based Consortium Blockchain for Autonomous Valet Parking System. IEEE Access, 10
- Samie ME & Jazghani F. (2022). Effect of knowledge management on innovative performance with the mediating effect of unlearning. VINE Journal of Information and Knowledge Management Systems, 52(3)
- Bozdal M, Samie M & Jennions IK. (2021). WINDS: A Wavelet-Based Intrusion Detection System for Controller Area Network (CAN). IEEE Access, 9
- Soomro IA, Samie M & Jennions IK. (2021). Reduced Pin-Count Test Strategy for 3D Stacked ICs Using Simultaneous Bi-Directional Signaling Based Time Division Multiplexing. IEEE Access, 9
- Soomro IA, Samie M & Jennions IK. (2020). Test Time Reduction of 3-D Stacked ICs Using Ternary Coded Simultaneous Bidirectional Signaling in Parallel Test Ports. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 39(12)
- Randa M, Samie M & Jennions IK. (2020). Delay-Based True Random Number Generator in Sub-Nanomillimeter IoT Devices. Electronics, 9(5)
- Bozdal M, Samie M, Aslam S & Jennions I. (2020). Evaluation of CAN Bus Security Challenges. Sensors, 20(8)
- Aslam S, Jennions IK, Samie M, Perinpanayagam S & Fang Y. (2020). Ingress of Threshold Voltage-Triggered Hardware Trojan in the Modern FPGA Fabric–Detection Methodology and Mitigation. IEEE Access, 8
- Samie ME & Hamzeh A. (2018). Change-aware community detection approach for dynamic social networks. Applied Intelligence, 48(1)
- Samie ME & Hamzeh A. (2017). Community detection in dynamic social networks: A local evolutionary approach. Journal of Information Science, 43(5)
- Syed WA, Perinpanayagam S, Samie M & Jennions I. (2016). A Novel Intermittent Fault Detection Algorithm and Health Monitoring for Electronic Interconnections. IEEE Transactions on Components, Packaging and Manufacturing Technology, 6(3)
- Alghassi A, Perinpanayagam S & Samie M. (2016). Stochastic RUL Calculation Enhanced With TDNN-Based IGBT Failure Modeling. IEEE Transactions on Reliability, 65(2)
- Wakil S, Suresh D, Ian P & Mohammad D. (2015). A Carrier Signal Approach for Intermittent Fault Detection and Health Monitoring for Electronics Interconnections System. International Journal of Advanced Computer Science and Applications, 6(12)
- Samie M, Perinpanayagam S, Alghassi A, Motlagh AMS & Kapetanios E. (2015). Developing Prognostic Models Using Duality Principles for DC-to-DC Converters. IEEE Transactions on Power Electronics, 30(5)
- Alghassi A, Perinpanayagam S, Samie M & Sreenuch T. (2015). Computationally Efficient, Real-Time, and Embeddable Prognostic Techniques for Power Electronics. IEEE Transactions on Power Electronics, 30(5)
- Samie M, Dragffy G, Tyrrell AM, Pipe T & Bremner P. (2013). Novel Bio-Inspired Approach for Fault-Tolerant VLSI Systems. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 21(10)
- Bremner P, Liu Y, Samie M, Dragffy G, Pipe AG, .... (2013). SABRE: a bio-inspired fault-tolerant electronic architecture. Bioinspiration & Biomimetics, 8(1)
- Samie M, Farjah E & Dragffy G. (2008). Cyclic metamorphic memory for cellular bio-inspired electronic systems. Genetic Programming and Evolvable Machines, 9(3)
- Shabaninia F, Farjah E & Samie M. (2005). Designing ADC by Means of Soft Computing. Intelligent Automation & Soft Computing, 11(3)
- Samie M, Alghassi A, M. A, Perinpanayagam S & Kapetanios E. Principle of Duality on Prognostics. International Journal of Advanced Computer Science and Applications, 5(6)
Conference Papers
- Samie M, Sheikh-Akbari A, Singh KK & Ofoegbu E. (2023). Experimental Results of an Intermittency Fault Detection and Isolation Test Rig for Low Power No-Fault-Found Applications
- Nikkar K, Parseh MJ & Ebrahim Samie M. (2019). Transmission of Multimedia Content Between Social Networks without Reloading
- Randa M, Bozdal M, Samie M & Jennions IK. (2018). Layered Security for IEEE 1687 Using a Bimodal Physically Unclonable Function
- Bozdal M, Samie M & Jennions I. (2018). A Survey on CAN Bus Protocol: Attacks, Challenges, and Potential Solutions
- Bozdal M, Randa M, Samie M & Jennions I. (2018). Hardware Trojan Enabled Denial of Service Attack on CAN Bus
- Samie M, Alghassi A & Jennions I. (2017). Experiment Results of Failure Progression from Low Power Wires
- Alghassi A, Soulatiantork P, Samie M, Pozo AUD, Perinpanayagam S, .... (2017). Fault Tolerance Enhance DC-DC Converter Lifetime Extension
- Alghassi A, Soulatiantork P, Samie M, Perinpanayagam S & Faifer M. (2015). Relibility enhance powertrain using ANFIS base prognostics model
- Alghassi A, Soulatiantork P, Samie M, Perinpanayagam S & Faifer M. (2015). Reliability enhance powertrain using fuzzy knowledge base prognostics model
- Samie M, Alghassi A & Perinpanayagam S. (2015). Unified IGBT prognostic using natural computation
- Samie M, Motlagh AMS, Alghassi A, Perinpanayagam S & Kapetanios E. (2014). Realising duality principle for prognostic models
- Samie M, Perinpanayagam S, Alghassi A, Motlagh AMS & Kapetanios E. (2014). Reliability enhanced EV using pattern recognition techniques
- Samie M, Dragffy G, Pipe T & Perinpanayagam S. (2013). Unicellular Self-healing Electronic Array
- Samie M, Dragffy G & Pipe T. (2011). UNITRONICS: A novel bio-inspired fault tolerant cellular system
- Bremner P, Samie M, Pipe AG & Tyrrell A. (2011). Multi-objective optimisation of cell-array circuit evolution
- Samie M, Dragffy G & Pipe T. (2009). Novel bio-inspired self-repair algorithm for evolvable fault tolerant hardware systems
- Samie M, Dragffy G, Popescu A, Pipe T & Melhuish C. (2009). Prokaryotic Bio-Inspired Model for Embryonics
- Samie M, Dragffy G, Popescu A, Pipe T & Kiely J. (2009). Prokaryotic Bio-Inspired System
- Samie M, Dragffy G & Kiely J. (2007). Novel Embryonic Array with Neural Network Characteristics
Books
- Bremner P, Samie M, Dragffy G, Pipe AG & Liu Y. (2011). Evolving Cell Array Configurations Using CGP In Goos G, Hartmanis J & Leeuwen JV (eds), Lecture Notes in Computer Science (6621). Springer Berlin Heidelberg.
- Bremner P, Samie M, Dragffy G, Pipe T, Walker JA, .... (2010). Evolving Digital Circuits Using Complex Building Blocks In Evolvable Systems: From Biology to Hardware (6274). Springer Berlin Heidelberg.
