Objective Whilst traffic demand is increasing exponentially, network operators’ revenue remains flat. There is an urgent for data driven 4G/5G networks. In this project, we exploit heterogeneous big data analytics to optimize both the deployment and operations of wireless networks. We design protocols that enable future Data Aware Wireless Networks (DAWN) for enabling a new age of Internet of Everything (IoE). The proposal has been developed to address the following open issues in data driven flexible systems:• How to characterize user mobility and wireless data traffic patterns • How to infer user Quality-of-Experience (QoE) from combining data sets• How to use data analytics to assist cell planning• How to use data driven techniques to optimise the network using Self-Organising-Network (SON) algorithms• How to optimally cache data to accelerate and optimise data storage and transmission.The research objectives of the DAWN4IoE project are as follows: • Develop appropriate spatial-temporal structured filters to combine different data sets and infer both human location/mobility and digital data demand patterns.• Develop appropriate machine-learning techniques for unstructured natural language processing (NLP) to understand consumer experience for different service categories.• Design algorithms to integrate the new data analytics techniques with current state-of-the-art deployment techniques to assist HetNet planning, performance prediction, and deployment• Design mechanisms to integrate structured and unstructured data analytics to drive SON algorithms for radio resource management and smart antenna elements.• Design algorithms to optimally cache data leveraging on mobile edge computing (MEC).Achieving the above objectives will provide crucial inputs for 5G/B5G data-driven flexible wireless network design and both increase network capacity by 50% and decrease operation costs by 20-30% (compared with non-data driven networks). Fields of science engineering and technologyelectrical engineering, electronic engineering, information engineeringinformation engineeringtelecommunicationstelecommunications networksmobile network5Gnatural sciencescomputer and information sciencesinternetnatural sciencescomputer and information sciencesdata sciencenatural language processingengineering and technologyelectrical engineering, electronic engineering, information engineeringinformation engineeringtelecommunicationstelecommunications networksmobile network4Gengineering and technologyelectrical engineering, electronic engineering, information engineeringinformation engineeringtelecommunicationsradio technology Programme(s) H2020-EU.1.3. - EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions Main Programme H2020-EU.1.3.3. - Stimulating innovation by means of cross-fertilisation of knowledge Topic(s) MSCA-RISE-2017 - Research and Innovation Staff Exchange Call for proposal H2020-MSCA-RISE-2017 See other projects for this call Funding Scheme MSCA-RISE - Marie Skłodowska-Curie Research and Innovation Staff Exchange (RISE) Coordinator THE UNIVERSITY OF WARWICK Net EU contribution € 270 000,00 Address Kirby corner road - university house CV4 8UW Coventry United Kingdom See on map Region West Midlands (England) West Midlands Coventry Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 36 000,00 Participants (5) Sort alphabetically Sort by Net EU contribution Expand all Collapse all RANPLAN WIRELESS NETWORK DESIGN LTD United Kingdom Net EU contribution € 238 500,00 Address Upper pendrill court ermine street north papworth everard CB23 3UY Cambridge See on map SME The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed. Yes Region East of England East Anglia Cambridgeshire CC Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 36 000,00 CONSIGLIO NAZIONALE DELLE RICERCHE Participation ended Italy Net EU contribution € 0,00 Address Piazzale aldo moro 7 00185 Roma See on map Region Centro (IT) Lazio Roma Activity type Research Organisations Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 WINGS ICT SOLUTIONS TECHNOLOGIES PLIROFORIKIS KAI EPIKOINONION ANONYMI ETAIREIA Greece Net EU contribution € 135 000,00 Address 189, syggrou avenue 171 21 Nea smyrni See on map SME The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed. Yes Region Αττική Aττική Νότιος Τομέας Αθηνών Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 31 500,00 THE UNIVERSITY OF SHEFFIELD United Kingdom Net EU contribution € 135 000,00 Address Firth court western bank S10 2TN Sheffield See on map Region Yorkshire and the Humber South Yorkshire Sheffield Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 49 500,00 CRANFIELD UNIVERSITY United Kingdom Net EU contribution € 72 000,00 Address College road MK43 0AL Cranfield - bedfordshire See on map Region East of England Bedfordshire and Hertfordshire Central Bedfordshire Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 103 500,00 Partners (4) Sort alphabetically Sort by Net EU contribution Expand all Collapse all Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. Zhejiang University China Net EU contribution € 0,00 Address Zhe da road 38 310027 Hangzhou See on map Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 76 500,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. EAST CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY China Net EU contribution € 0,00 Address Meilong road 130 200237 Shanghai See on map Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 90 000,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. The University of Iowa United States Net EU contribution € 0,00 Address Jessup hall 105 52242-1316 Iowa city See on map Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 90 000,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. Baicells Technologies Co., Ltd China Net EU contribution € 0,00 Address "kaituo road #1, floor 3" 100089 Beijing See on map Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00
