UOP staff
ANTONOPOULOS CHRISTOS
ASSISTANT PROFESSOR
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
Ε-mail: ch.antonop (at) uop (dot) gr
Phone: 2610-369-213
Short CV

Ass. Prof. Christos P. Antonopoulos received his Diploma and PhD at Electrical Engineering and Computer Technology from ECE Department of Electrical Engineering and Computer Technology, University of Patras Greece in 2002 and 2008 respectively. From 2019 he holds the position of Assistant Professor at the ECE Department of University of the Peloponnese, Greece. From 2002, he has been involved in more than 16 European projects (FP5,6,7 and Horizon 2020) and more than 7 Greek National research projects holding key positions both technical as well as managerial while he has participated in preparation of a high number of research project proposals. He has published high number (>100) of research papers and 13 book chapters in international journals and conferences which have received over 910 citations while he has served as editor to two Springer books. From 2005 he has worked and collaborated as Senior Researcher for several research institutions (Industrial System Institute (ISI) Patras, ECE Dept University of Patras, Technological and Educational Institute of Western Greece, Hellenic Open University) and industrial companies (INTRACOM-Telecom, NOESIS). Over the years, he has reviewed a high number of submitted paper for high quality IEEE, ACM, Elsevier, Springer and Hindawi, MDPI Journals and conferences and he has served as organizer, PC/TC member and session chair in several prestigious international conferences. Additionally, from 2003 he has worked continuously as adjunct assistant professor for various departments at Greek Universities and Technological Institutes. He also serves as a deputy director of the Embedded Systems Design and Applications Laboratory at the Electrical and Computer Engineering Department of University of Peloponnese.


Scientific Interest:

His main research interests include: Wireless Networks, Network Communication Protocols, Network Simulation, Performance Evaluation, Embedded Software, Sensor Networks, Wireless Broadband Access Networks, Embedded System Architecture and Programming, Cross-Layer protocols, Wireless Networks power optimization.