H2020Докторантска мрежа2015–2019

ACT5G · Anticipatory Networking Techniques in 5G and Beyond

„Хоризонт 2020“ — Действия „Мария Склодовска-Кюри“

Период: 2015-05-01 → 2019-08-31
Финансиране от ЕС: 1 043 441 €
Участници: 4
Схема: MSCA-ITN-EID

Линиите свързват координатора с партньорите.

Накратко на български

Мрежите от пето поколение (5G) се изследват чрез алгоритми, които предвиждат натоварването и качеството на връзката. Това помага за по-ефективно управление на ресурсите и по-високо качество на мобилния интернет за потребителите.

Този кратък обзор е генериран от изкуствен интелект

Кратко обяснение, генерирано от езиков модел по текста на CORDIS. Оригиналът е по-долу.

Резултати накратко

Anticipatory Networking Techniques in 5G and Beyond

The ever-growing demand on broadband mobile data calls for substantial capacity and performance improvement in the fifth generation (5G) networks. This evolution has huge impact on society, as virtually all of us are witnessing the importance of the availability of mobile high-speed Internet. Technological advancement in wireless communication systems and networks is also the enabler of the recent development smart cities. The research and development for 5G have to address a number of challenges. Anticipation is a promising approach that equips the network with intelligence to be able to predict events and performance, and thereby enable the optimization of resource usage and sharing of infrastructure that dynamically responses to the changes in the data demand, service requirements, and channel conditions. The Horizon 2020 MSCA EID project ACT5G has the overall objective of developing models, methods, concepts, and algorithms for network anticipation and network reaction for 5G systems, to significantly improve the service quality as well as deployment cost in comparison to current networks. The project aims to - investigate analytic methods to effectively and efficiently leverage the network data for performance evaluation, addressing the trade-off of accuracy versus complexity; - develop prediction methods to assess network performance for a range of indicators, such as coverage, link status, interference, load, and user rate at various timescales; - optimize resource management focusing on heterogeneity in access technology, cell size, and system level specifications, interference management; - introduce comprehensive business and infrastructure/resource sharing models across operators, with guarantees for security and transparency to the end users. The reseach topics of the project are addressed via advanced methods of machine learning, artificial intelligence, and mathematical modeling and optimization. The ACT5G project also aims at training of early-stage researchers and promoting their career development in Information and Communication technologies (ICT), and hereby to foster human capital for the European Research Area.

Текст от CORDIS, на английски · Данни: CORDIS, © Европейски съюз

Цел на проекта

The rapid growth in mobile network data traffic contributed to the unprecedented speed of 4G LTE adoption, creating the need of sustainable capacity growth in next generation of wireless systems, namely 5G. A key success factor of 5G is network and management system design for flexibility by prediction and adaptation. To this end, anticipation is a promising new approach. By predicting and adapting to upcoming events at various time scales, an anticipatory network improving the operation quality and efficiency. First, network resources ranging from spectrum and buffers can be managed optimally to meet users’ requirements. Second, network operators can jointly plan how to share infrastructures and resources to meet their demands at lower costs and better energy efficiency. The ACT5G project addresses these challenges by two parallel research thrusts which we identify as Network Prediction and Reaction Mechanisms. The research in these thrusts ranges from analytic methods and models for anticipatory networks, to optimization in resource management and infrastructure sharing.To achieve the objectives, ACT5G engages in a four-year research program centered around four industrial PhDs. Half of the duration of the involvement of the early stage researchers (ESRs) in the program will be spent at the site of Alcatel Lucent Bell-Labs, giving the core industrial aspect of the ACT5G project.ACT5G brings together a consortium of complementary research skills, ensuring that the involved ESRs conduct top-level beyond-state-of-the-art research, while enjoying a well-structured program for industrial-oriented doctoral studies. The added value of ACT5G is the creation of a critical mass of trained researchers, working together under joint industrial/academic supervision. The outcomes of the project are have a direct impact on the evolution towards 5G networks, the career perspectives of the ESRs, and the human capital of the European Research Area.

Оригинален текст от CORDIS (на английски).

Участници

LINKOPINGS UNIVERSITET · LinkopingКоординаторШвеция
NOKIA SOLUTIONS AND NETWORKS GMBH AND CO KG · MUNCHENГермания
POLITECNICO DI MILANO · MilanoИталия
THE UNIVERSITY OF MARYLAND FOUNDATIION INC · AdelphiСъединени щати