Deep Learning-Based Spectrum Prediction Collision Avoidance for Hybrid Wireless Environments

Autor: Ruben Mennes, Maxim Claeys, Felipe A. P. De Figueiredo, Irfan Jabandzic, Ingrid Moerman, Steven Latre

Publikováno v: IEEE Access, Vol 7, Pp 45818-45830 (2019)

With a growing number of connected devices relying on the Industrial, Scientific, and Medical radio bands for communication, spectrum scarcity is one of the most important challenges currently and in the future. The existing collision avoidance techn

Externí odkaz: https://doaj.org/article/d6829f9a71274e82bdeb41d21ededa44

Parallel reinforcement learning with minimal communication overhead for IoT environments

Autor: Steven Latre, Maxim Claeys, Miguel Camelo

Publikováno v: IEEE internet of things journal

Many Internet of Things (IoT) applications require a distributed architecture for decision making: either because of a lack of a centralized system, failure-prone connectivity to a centralized system, or because the imposed latency to contact such a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dab374a1760e703fba9f928c25cb8170
https://hdl.handle.net/10067/1649840151162165141

Deep learning-based spectrum prediction collision avoidance for hybrid wireless environments

Autor: Felipe A. P. de Figueiredo, Maxim Claeys, Ruben Mennes, Ingrid Moerman, Steven Latre, Irfan Jabandzic

Publikováno v: IEEE access
IEEE ACCESS
IEEE Access, Vol 7, Pp 45818-45830 (2019)

With a growing number of connected devices relying on the Industrial, Scientific, and Medical radio bands for communication, spectrum scarcity is one of the most important challenges currently and in the future. The existing collision avoidance techn

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cf4f45d7fd84b2d916ceb149aa8bd4ff
https://repository.uantwerpen.be/docman/irua/a55302/160461.pdf

Updated Taxonomy for the Network and Service Management Research Field

Autor: Jürgen Schönwälder, Rémi Badonnel, Carlos Raniery Paula dos Santos, Aiko Pras, Tim Wauters, Joan Serrat, Filip De Turck, Jeroen van der Hooft, Niels Bouten, Burkhard Stiller, Marinos Charalambides, Maxim Claeys

Publikováno v: Journal of Network and Systems Management
Journal of Network and Systems Management, Springer Verlag, 2018, 26 (3), pp.790-808. ⟨10.1007/s10922-017-9443-y⟩
JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT
Journal of Network and Systems Management, 2018, 26 (3), pp.790-808. ⟨10.1007/s10922-017-9443-y⟩
Journal of network and systems management, 26(3), 790-808. Springer
Journal of network and systems management
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Recercat. Dipósit de la Recerca de Catalunya
instname

Network and service management is an established research field within the general area of computer networks. A few years ago, an initial taxonomy, organizing a comprehensive list of terms and topics, was established through interviews with experts f

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5675d186da4391bb77bbec903c39e8b0
https://hal.inria.fr/hal-01937230

Subjective Quality Assessment of Longer Duration Video Sequences Delivered Over HTTP Adaptive Streaming to Tablet Devices

Autor: Rik Van de Walle, Piet Demeester, Jan De Cock, Maxim Claeys, Filip De Turck, Nicolas Staelens, Jonas De Meulenaere, Wendy Van den Broeck, Glenn Van Wallendael

Publikováno v: IEEE TRANSACTIONS ON BROADCASTING

HTTP adaptive streaming facilitates video streaming to mobile devices connected through heterogeneous networks without the need for a dedicated streaming infrastructure. By splitting different encoded versions of the same video into small segments, c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e71195028d0a1e29067748d7dd1d8463
https://doi.org/10.1109/tbc.2014.2359255