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Department: Any ÅAU / Department of Information Technologies UTU / Department of Information Technology UTU / Department of Mathematics and Statistics UTU / Turku School of Economics, Institute of Information Systems Sciences

Research Unit: Any Algorithmics and Computational Intelligence Group (ACI) Biomathematics Research Unit (BIOMATH) Communication Systems (ComSys) Computational Biomodeling Laboratory (Combio Lab) Data Mining and Knowledge Management Laboratory Distributed Systems Laboratory (DS Lab) Embedded Computer and Electronic Systems (ECES) Embedded Systems Laboratory (ESLAB) FUNDIM, Fundamentals of Computing and Discrete Mathematics Institute for Advanced Management Systems Research (IAMSR) Learning and Reasoning Lab Software Construction Laboratorium Software Development Laboratory (SwDev) Software Engineering Laboratory (SE Lab) Turku BioNLP Group Turku Optimization Group (TOpGroup) UTU Information Systems Science (ISS)

Publication type: Any Monographs Edited books Edited special issues of journals Edited proceedings Articles in journals Articles in proceedings Chapters in edited books Ph.D. thesis Lic. thesis Technical reports

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Articles in journals (9):

• Tuan Nguyen Gia, Mai Ali, Imed Ben Dhaou, Amir-Mohammad Rahmani, Tomi Westerlund, Pasi Liljeberg, Hannu Tenhunen, IoT-Based Continuous Glucose Monitoring System: A Feasibility Study. Procedia Computer Science (109), 327–334, 2017.
• Farhoud Hosseinpour, Meng Yan, Tomi Westerlund, Juha Plosila, Ran Liu, Hannu Tenhunen, A Review on Fog Computing Systems. IJACT (International Journal of Advancements in Computing Technology) 8(5), 48–61, 2016.
• Behailu Negash, Amir M. Rahmani, Tomi Westerlund, Pasi Liljeberg, Hannu Tenhunen, LISA 2.0: Lightweight Internet of Things Service Bus Architecture Using Node Centric Networking. Journal of Ambient Intelligence and Humanized Computing , 1 – 15, 2016.
• Tuomas Poikela, Massimiliano De Gaspari, Juha Plosila, Tomi Westerlund, Rafael Ballabriga, Jan Buytaert, Michael Campbell, Xavier Llopart, Ken Wyllie, Vladimir Gromov, Martin van Beuzekom, Vladimir Zivkovic, VeloPix: the pixel ASIC for the LHCb upgrade . Journal of Instrumentation , 1–11, 2015.
• Tuomas Poikela, Massimiliano De Gaspari, Juha Plosila, Tomi Westerlund, Rafael Ballagriga, Jan Buytart, Michael Campbell, Xavi Llopart, Ken Wyllie, Vladimir Gromov, Martin van Beuzekom, Vladimir Zivkovic, VeloPix: The Pixel ASIC for the LHCb Upgrade. Journal of Instrumentation , 1–9, 2015.
• Ville-Pekka Eronen, Marko M. Mäkelä, Tomi Westerlund, On the Generalization of ECP and OA Methods to Nonsmooth Convex MINLP Problems. Optimization 63(7), 1057–1073, 2014.
• Tuomas Poikela, Juha Plosila, Tomi Westerlund, Jan Buytaert, Michael Campbell, Massimiliano De Gaspari, Xavier Llopart, Kenneth Wyllie, Vladimir Gromov, Ruud Kluit, Martin Beuzekom van, Francesco Zappon, Vladimir Zivkovic, Christoph Brezina, Klaus Desch, Yunan Fu, Andre Kruth, Digital Column Readout Architectures for Hybrid Pixel Detector Readout Chips. Journal of Instrumentation 9(01), C01007, 2014.
• Johanna Tuominen, Tomi Westerlund, Juha Plosila, Power Aware System Refinement. Electronic Notes in Theoretical Computer Science 201C, 223–253, 2008.
• Tomi Westerlund, Juha Plosila, Time Aware System Refinement. Electronic Notes in Theoretical Computer Science 187, 91–106, 2007.

Articles in proceedings (34):

• Tuan Nguyen Gia, Mingzhe Jiang, K.Victor Sarker, Amir-Mohammad Rahmani, Tomi Westerlund, Pasi Liljeberg, Hannu Tenhunen, Low-Cost Fog-Assisted Health-Care IoT System with Energy Efficient Sensor Nodes. In: Jaime Lloret Mauri, Slim Alouini (Eds.), The 13th International Wireless Communications and Mobile Computing Conference (IWCMC 2017) , 1–6, IEEE, 2017.
• Mingzhe Jiang Jiang, Tuan Nguyen Gia, Arman Anzanpour, Amir-Mohammad Rahmani, Tomi Westerlund, Sanna Salanterä, Pasi Liljeberg, Hannu Tenhunen, IoT-based Remote Facial Expression Monitoring System with sEMG Signal. In: Baglio Salvatore, Gupta Gourab Sen (Eds.), Sensors Applications Symposium (SAS), 2016 IEEE, 1–6, Baglio, Salvatore Gourab Sen, Gupta, 2016.
• Tuan Nguyen Gia, Igor Tcarenko, Victor K. Sarker, Amir M. Rahmani, Tomi Westerlund, Pasi Liljeberg, Hannu Tenhunen, IoT-Based Fall Detection System with Energy Efficient Sensor Nodes. In: Jari Nurmi (Ed.), IoT-Based Fall Detection System with Energy Efficient Sensor Nodes, 1–6, IEEE, 2016.
• Igor Tcarenko, Tuan Nguyen Gia, Amir-Mohammad Rahmani, Tomi Westerlund, Pasi Liljeberg, Hannu Tenhunen, Energy-Efficient IoT-Enabled Fall Detection System with Messenger-Based Notification. In: Paolo Perego, Giuseppe Andreoni, Giovanna Rizzo (Eds.), Wireless Mobile Communication and Healthcare , 19–26, Springer, 2016.
• Tuan Nguyen Gia, Mingzhe Jiang, Amir-Mohammad Rahmani, Tomi Westerlund, Pasi Liljeberg, Hannu Tenhunen, Fog Computing in Healthcare Internet of Things: A Case Study on ECG Feature Extraction. In: Yulei Wu, Geyong Min, Nektarios Georgalas, Jia Hu, Luigi Atzori, Xiaolong Jin, Stephen Jarvis, Lei Liu, Ramón Agüero (Eds.), 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing, 356 – 363, IEEE, 2015.
• Mingzhe Jiang, Amir-Mohammad Rahmani, Tomi Westerlund, Pasi Liljeberg, Hannu Tenhunen, Facial Expression Recognition with sEMG Method. In: Yulei Wu, Geyong Min, Nektarios Georgalas, Jia Hu, Luigi Atzori, Xiaolong Jin, Stephen Jarvis, Lei Liu, Ramón Agüero (Eds.), Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing (CIT/IUCC/DASC/PICOM), 2015 IEEE International Conference on , 981 – 988, IEEE, 2015.
• Behailu Negash, Amir-Mohammad Rahmani, Tomi Westerlund, Pasi Liljeberg, Hannu Tenhunen, LISA: Lightweight Internet of Things Service Bus Architecture. In: Atta Baddi, Hossam Hassanein, Albert Zomaya (Eds.), Procedia Computer Science , 1–6, Elsevier, 2015.
• Behailu Negash, Amir-Mohammad Rahmani, Tomi Westerlund, Pasi Liljeberg, Hannu Tenhunen, LISA: Lightweight Internet of Things Service Bus Architecture. In: Atta Baddi, Hossam Hassanein, Albert Zomaya (Eds.), Computer Sciences, 1–6, Elsevier, 2015.
• Tuan Nguyen Gia, Mingzhe Jiang, Amir-Mohammad Rahmani, Tomi Westerlund, Pasi Liljeberg, Hannu Tenhunen, Fog Computing in Healthcare Internet-of-Things: A Case Study on ECG Feature Extraction. In: Albert Y. Zomaya, Jia Hu, Keshav Dahal (Eds.), Fog Computing in Healthcare Internet-of-Things: A Case Study on ECG Feature Extraction, Computer and Information Technology, 356 – 363 , IEEE, 2015.
• Tuan Nguyen Gia, Mingzhe Jiang, Amir-Mohammad Rahmani, Tomi Westerlund, Kunal Mankodiya, Pasi Liljeberg, Hannu Tenhunen, Fog Computing in Body Sensor Networks: An Energy Efficient Approach . In: Jeffrey Palmer (Ed.), Computing in Body Sensor Networks: An Energy Efficient Approach , pp. 1–6, IEEE, 2015.
• Tuan Nguyen Gia, Rahmani Amir-Mohammad, Tomi Westerlund, Liljeberg Pasi, Tenhunen Hannu, Fault Tolerant and Scalable IoT-based Architecture for Health Monitoring. In: Vedran Bilas (Ed.), Fault Tolerant and Scalable IoT-based Architecture for Health Monitoring, 1–6, IEEE Xplore, 2015.
• Anurag Anurag, Sanaz Rahimi Moosavi, Amir-Mohammad Rahmani, Tomi Westerlund, Geng Yang, Pasi Liljeberg, Hannu Tenhunen, Pervasive Health Monitoring Based on Internet of Things: Two Case Studies. In: Konstantina Nikita, Nikolaos Bourbakis, Benny Lo (Eds.), MobiHealth, 1–4, IEEE, 2014.
• Rajeev Kumar Kanth, Pasi Liljeberg, Tomi Westerlund, Harish Kumar, Qiansu Wan, Geng Yang, Lirong Zheng, Hannu Tenhunen, Information and Communication System Technology's Impacts on Personalized and Pervasive Healthcare: A Technological Survey. In: Arthur Winston (Ed.), Proceedings of IEEE 2014 conference on Norbert Wiener in the 21st Century, 1–5, IEEE, 2014.
• Gia Tuan Nguyen, Nanda Kumar Thanigaivelan, Amir-Mohammad Rahmani, Tomi Westerlund, Pasi Liljeberg, Hannu Tenhunen, Customizing 6LoWPAN Networks Towards Internet-of-Things Based Ubiquitous Healthcare Systems. In: Tor S. Lande, Kari Halonen, Erik Bruun, Jan Madsen, Viktor Öwall, Peeter Ellervee, Jari Nurmi, Atila Alvandpour (Eds.), NORCHIP 2014, 1–6, Institute of Electrical and Electronics Engineers, 2014.
• Ville Taajamaa, Xing Guo, Tomi Westerlund, Hannu Tenhunen, Tapio Salakoski, First Evolution of the Introduction to Engineering course – Case Study from the University of Turku. In: Proceedings of the 10th International CDIO Conference, –,–, CDIO, 2014.
• Ville Taajamaa, Tomi Westerlund, Xing Guo, Maija Hupli, Sanna Salanterä, Tapio Salakoski, Interdisciplinary Engineering Education - Practice Based Case. In: Proceedings of the 4th Interdisciplinary Engineering Design Education Conference, IEDEC 2014, 31–37, IEEE Computer Society, 2014.
• Tomi Westerlund, Pasi Liljeberg, Juha Plosila, Hannu Tenhunen, From Traditional VLSI Education to Embedded Electronics. In: Tina Hudson (Ed.), IEEE International Conference on Microelectronic Systems Education, 32–35, IEEE, 2013.
• Haitham Habli, Johan Ersfolk, Johan Lilius, Tomi Westerlund, Jari Nurmi, Optimizing Off-Chip Memory Access Costs in Low Power MPEG-4 Decoder. In: Proceedings of the 3rd International Conference on Information and Communication Systems, ICICS '12, 17:1–17:5, ACM, 2012.
• Tuomas Poikela, Juha Plosila, Tomi Westerlund, Jan Buytaert, Michael Campbell, Xavier Llopart, Richard Plackett, Ken Wyllie, Martin van Beuzekom, Vladimir Gromov, Ruud Kluit, Francesco Zappon, Vlad Zivkovic, Architectural Modeling of Pixel Readout Chips Velopix and Timepix3. In: Topical Workshop on Electronics for Particle Physics 2011 (TWEPP-11), 7, 1-7, Journal of Instrumentation, 2012.
• Tomi Metsälä, Tomi Westerlund, Seppo Virtanen, Juha Plosila, Rigorous Communication Modelling at Transaction Level with SystemC. In: ICSOFT 2008: Proceedings of the Third International Conference on Software and Data Technologies, SE/GSDCA/MUSE, 246-251, INSTICC Press, 2008.
• Johanna Tuominen, Tomi Westerlund, Juha Plosila, Formal Power Analysis of On-Chip Communication. In: Brasilian Symposium on Formal Methods (SBMF 2007), 87-102, 2007.
• Tomi Westerlund, Juha Plosila, Formal, Time Aware Modelling of Communication Channels for VLSI Systems. In: Proceedings of the Brasilian Symposium on Formal Methods (SBMF'06), 27-42, 2006.
• Tomi Westerlund, Juha Plosila, Time Aware Modelling and Analysis of Multiclocked VLSI Systems. In: Zhiming Liu, Jifeng He (Eds.), Formal Methods and Software Engineering, 8th International Conference on Formal Engineering Methods (ICFEM 2006), Lecture Notes in Computer Science 4260, 737–756, Springer Berlin / Heidelberg, 2006.
• Tomi Westerlund, Juha Plosila, Formal Modelling of Multiclocked VLSI Systems. In: Jari Nurmi, Jarmo Takala (Eds.), Proceedings of the International Symposium on System-on-Chip (SoC) 2006, Tampere, Finland, November 13-16, 2006, 141-144, 2006.
• Tomi Westerlund, Jani Paakkulainen, Juha Plosila, Back-Annotation of Timing Information into a Formal Hardware Model: A Case Study. In: Proceedings of IEEE International Symposium on Signals, Circuits & System, ISSCS, 2, IEEE, 2005.
• Tomi Westerlund, Juha Plosila, Formal Modelling of Synchronous Hardware Components for System-on-Chip. In: International Symposium on System-On-Chip, 116-119, 2005.
• Tomi Westerlund, Juha Plosila, Formal Specification of a Protocol Processor. In: Embedded Computer Systems: Architectures, Modeling, and Simulation: 5th International Workshop, SAMOS 2005, Lecture Notes in Computer Science 3553, 122–131, 2005.
• Tiberiu Seceleanu, Tomi Westerlund, Aspects of Formal and Graphical Design of a Bus System. In: Design, Automation and Test in Europe Conference and Exposition (DATE 2004), 396-403, IEEE Computer Society, 2004.
• Tomi Westerlund, Juha Plosila, Formal Timing Model for Hardware Components. In: 22nd Norchip Conference, 293-296, 2004.
• Tiberiu Seceleanu, Tomi Westerlund, Segment Arbiter as Action Systems. In: Proceedings of IEEE International Symposium on Signals, Circuits & System, SCS, 1, 249-252, IEEE, 2003.
• Tomi Westerlund, Tiberiu Seceleanu, Formal Analysis of a Local Segmented Bus Arbiter. In: Proceedings of the 21st NORCHIP Conference, 268-271, 2003.
• Seppo Virtanen, Johan Lilius, Tero Nurmi, Tomi Westerlund, TACO: Rapid Design Space Exploration for Protocol Processors. In: The Ninth IEEE/DATC Electronic Design Processes Workshop Notes, 2002.
• Seppo A. Virtanen, Johan Lilius, Tomi Westerlund, A Processor Architecture for the TACO Protocol Processor Development Framework. In: Proceedings of the 18th IEEE Norchip Conference, 204-211, 2000.
• Seppo A. Virtanen, Jouni Isoaho, Tomi Westerlund, Johan Lilius, A programmable general protocol processor - a proposal for an expandable architecture. In: URSI/IEEE XXIV Convention on Radio Science, Tuorla Observatory Reports, 112-113, 1999.

Chapters in edited books (2):

• Behailu Negash, Tuan Nguyen Gia, Arman Anzanpour, Iman Azimi, Mingzhe Jiang Jiang, Tomi Westerlund, Amir-Mohammad Rahmani, Pasi Liljeberg, Hannu Tenhunen, Leveraging Fog Computing for Healthcare IoT. In: Amir M. Rahmani, Pasi Liljeberg, Jürgo-Sören Preden, Axel Jantsch (Eds.), Fog Computing in the Internet of Things, 145–169, Springer, 2017.
• Seppo Virtanen, Dragos Truscan, Sanna Määttä, Tomi Westerlund, Jouni Isoaho, Jari Nurmi, System Level Simulations. In: Jari Nurmi (Ed.), Processor Design - System-On-Chip Computing for ASICs and FPGAs, 405–426, Springer, 2007.

Ph.D. thesis (1):

• Tomi Westerlund, Time Aware Modelling and Analysis of System-on-Chip. TUCS Dissertations 96. Turku Centre for Computer Science, 2008.

Technical reports (7):

• Tomi Metsälä, Tomi Westerlund, Juha Plosila, Introducing Action Systems Class Hierarchy to SystemC Modelling. TUCS Technical Reports 946, Turku Centre for Computer Science, 2009.
• Tomi Metsälä, Tomi Westerlund, Seppo Virtanen, Juha Plosila, ActionC: An Action Systems Approach to System Design with SystemC. TUCS Technical Reports 865, Turku Centre for Computer Science, 2008.
• Johanna Tuominen, Tomi Westerlund, Juha Plosila, Feasibility Report on Formal Area Complexity Estimation. TUCS Technical Reports 907, Turku Centre for Computer Science, 2008.
• Johanna Tuominen, Tomi Westerlund, Juha Plosila, Power Aware System Refinement. 4-07, 2007.