165907 20260120144240.0 doi 10.1109/TLA.2021.9477277 sideral 126048 ART-2021-126048 eng Quintana, I (orcid)0000-0001-6241-2164 An edge-cloud approach for video surveillance in public transport vehicles 2021 Access copy available to the general public Unrestricted A Video Surveillance System (VSS) is of primary importance in public transport hubs such as airports, train or bus stations but also inside the vehicle itself. In this paper, we present a heuristic architecture model for on-board video surveillance system based on Internet of Video Things (IoVT) devices which addresses the need for delivering smart video surveillance in public transport vehicles (e.g., buses) minimizing the impact on network performance. A proof-of-concept was implemented using a public Cloud Service Provider (CSP) and two Raspberry Pi as edge computing nodes. On the edge nodes, a Machine Learning (ML) application was deployed along with a network-efficient video streaming system. On the other hand, laboratory tests are included to understand the network traffic dynamic, furthermore results are enhanced with a set of simulations in order to analyze the performance of a video streaming application and 6 different congestion control algorithms in terms of packet loss and delay. info:eu-repo/grantAgreement/ES/DGA/T31-20R info:eu-repo/semantics/openAccess by https://creativecommons.org/licenses/by/4.0/deed.es 0.967 2021 ENGINEERING, ELECTRICAL & ELECTRONIC 244 / 274 = 0.891 2021 Q4 T3 COMPUTER SCIENCE, INFORMATION SYSTEMS 152 / 163 = 0.933 2021 Q4 T3 0.33 2021 Electrical and Electronic Engineering 2021 Q3 Computer Science (miscellaneous) 2021 Q3 2.1 2021 info:eu-repo/semantics/article info:eu-repo/semantics/acceptedVersion Sequeira, L Ruiz-Mas, J. Universidad de Zaragoza (orcid)0000-0003-4690-6089 5008 560 Universidad de Zaragoza Dpto. Ingeniería Electrón.Com. Área Ingeniería Telemática 19, 10 (2021), 1763-1771 IEEE LATIN AMERICA TRANSACTIONS 1548-0992 5309548 http://zaguan.unizar.es/record/165907/files/texto_completo.pdf Postprint 3480660 http://zaguan.unizar.es/record/165907/files/texto_completo.jpg?subformat=icon icon Postprint oai:zaguan.unizar.es:165907 articulos driver 2026-01-20-14:41:25 ARTICLE