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DAWN4IoE SIGNED

Data Aware Wireless Networks for Internet of Everything

Total Cost €

EC-Contrib. €

Partnership

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DAWN4IoE project word cloud

Explore the words cloud of the DAWN4IoE project. It provides you a very rough idea of what is the project "DAWN4IoE" about.

unstructured mec performance son accelerate optimally 5g wireless radio analytics follows mobility operators patterns transmission prediction cache storage networks capacity traffic antenna language b5g natural age learning dawn demand flat digital decrease filters human 50 30 mobile hetnet assist everything self urgent techniques temporal operation leveraging combining organising computing structured internet location exponentially appropriate big whilst cell drive data 4g dawn4ioe mechanisms optimize integrate algorithms planning protocols edge resource flexible smart spatial inputs understand network ioe nlp categories qoe service revenue quality operations combine optimise heterogeneous machine infer deployment

Project "DAWN4IoE" data sheet

The following table provides information about the project.

Coordinator	THE UNIVERSITY OF WARWICK Organization address address: Kirby Corner Road - University House city: COVENTRY postcode: CV4 8UW website: www.warwick.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	United Kingdom [UK]
Total cost	1˙107˙000 €
EC max contribution	850˙500 € (77%)
Programme	1. H2020-EU.1.3.3. (Stimulating innovation by means of cross-fertilisation of knowledge)
Code Call	H2020-MSCA-RISE-2017
Funding Scheme	MSCA-RISE
Starting year	2017
Duration (year-month-day)	from 2017-12-01 to 2021-11-30

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	THE UNIVERSITY OF WARWICK THE UNIVERSITY OF WARWICK Organization address address: Kirby Corner Road - University House city: COVENTRY postcode: CV4 8UW website: www.warwick.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (COVENTRY)	coordinator	270˙000.00
2	RANPLAN WIRELESS NETWORK DESIGN LTD RANPLAN WIRELESS NETWORK DESIGN LTD Organization address address: UPPER PENDRILL COURT ERMINE STREET NORTH PAPWORTH EVERARD city: CAMBRIDGE postcode: CB23 3UY website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (CAMBRIDGE)	participant	202˙500.00
3	THE UNIVERSITY OF SHEFFIELD THE UNIVERSITY OF SHEFFIELD Organization address address: FIRTH COURT WESTERN BANK city: SHEFFIELD postcode: S10 2TN website: www.shef.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (SHEFFIELD)	participant	135˙000.00
4	WINGS ICT SOLUTIONS INFORMATION & COMMUNICATION TECHNOLOGIES IKE WINGS ICT SOLUTIONS INFORMATION & COMMUNICATION TECHNOLOGIES IKE Organization address address: 189, SYGGROU AVENUE city: NEA SMYRNI postcode: 171 21 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	EL (NEA SMYRNI)	participant	135˙000.00
5	CONSIGLIO NAZIONALE DELLE RICERCHE CONSIGLIO NAZIONALE DELLE RICERCHE Organization address address: PIAZZALE ALDO MORO 7 city: ROMA postcode: 185 website: www.cnr.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (ROMA)	participant	108˙000.00
6	Baicells Technologies Co., Ltd Baicells Technologies Co., Ltd Organization address address: "Kaituo Road #1, floor 3" city: Beijing postcode: 100089 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	CN (Beijing)	partner	0.00
7	EAST CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY EAST CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY Organization address address: MEILONG ROAD 130 city: SHANGHAI postcode: 200237 website: www.ecust.edu.cn contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	CN (SHANGHAI)	partner	0.00
8	The University of Iowa The University of Iowa Organization address address: Jessup Hall 105 city: Iowa City postcode: 52242-1316 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (Iowa City)	partner	0.00
9	Zhejiang University Zhejiang University Organization address address: ZHE DA ROAD 38 city: HANGZHOU postcode: 310027 website: www.zju.edu.cn contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	CN (HANGZHOU)	partner	0.00

Map

Project 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).

Deliverables

List of deliverables.
Database of traffic hotspots with location contexts generated from open data sets	Documents, reports	2020-02-12 12:04:58
Database of traffic hotspots generated from OSN data and other heterogeneous data sets	Documents, reports	2020-02-12 12:04:49
Report on caching mechanism for MEC	Documents, reports	2020-02-12 12:04:51
Report on data analytics tool for generating traffic hotspots using irregular geometry clustering filters.	Documents, reports	2020-02-12 12:04:41
Report on machine learning classifiers for QoE	Documents, reports	2020-02-12 12:04:53
Database of lexicons for NLP filter	Documents, reports	2020-02-12 12:04:46
Report on managing distributed resources for D2D.	Documents, reports	2020-01-14 15:54:51
Report on spectrum access mechanisms using LAA	Documents, reports	2019-11-26 17:57:19

Take a look to the deliverables list in detail: detailed list of DAWN4IoE deliverables.

Publications

List of publications.
year	authors and title	journal	last update
2019	Tongyang Xu, Tianhua Xu, Polina Bayvel, Izzat Darwazeh Non-Orthogonal Signal Transmission Over Nonlinear Optical Channels published pages: 1-13, ISSN: 1943-0655, DOI: 10.1109/jphot.2019.2904960	IEEE Photonics Journal 11/3	2020-01-29
2018	Tongyang Xu, Tianhua Xu, Izzat Darwazeh Deep Learning for Interference Cancellation in Non-orthogonal Signal Based Optical Communication Systems published pages: , ISSN: , DOI:	Progress In Electromagnetics Research Symposium 40th Conference	2019-11-26
2019	Matteo Mazzamurro, Yue Wu, Weisi Guo Dynamic Spatial Cluster Process Model of Geo-Tagged Tweets in London published pages: , ISSN: , DOI:	IEEE International Smart Cities Conference	2019-11-26
2019	Zitian Zhang, Yue Wu, Xiaoli Chu, Jie Zhang Resource Allocation and Power Control to Maximize the Overall System Survival Time for Mobile Cells With a D2D Underlay published pages: 880-883, ISSN: 1089-7798, DOI: 10.1109/lcomm.2019.2901880	IEEE Communications Letters 23/5	2019-11-26
2019	Weisi Guo Swarm UAV Communications with Diversity and Delay Trade-off using Mobile Caching published pages: , ISSN: , DOI:	IEEE International Smart Cities Conference	2019-11-26
2019	Weijie Qi, Weisi Guo, Rob Procter, Jie Zhang Geo-Tagging Quality-of-Experience Self-Reporting on Twitter to Mobile Network Outage Events published pages: , ISSN: , DOI:	IEEE International Smart Cities Conference	2019-11-26
2019	Yanliang Jin, Can Luo, Weisi Guo, Jinfei Xie, Dijia Wu, Rui Wang Text Classification Based on Conditional Reflection published pages: 76712-76719, ISSN: 2169-3536, DOI: 10.1109/access.2019.2921976	IEEE Access 7	2019-11-26
2018	Wensheng Zhang, Cheng-Xiang Wang, Xiaohu Ge, Yunfei Chen Enhanced 5G Cognitive Radio Networks Based on Spectrum Sharing and Spectrum Aggregation published pages: 1-1, ISSN: 0090-6778, DOI: 10.1109/TCOMM.2018.2863385	IEEE Transactions on Communications	2019-11-26
2018	Nan Jiang, Yansha Deng, Massimo Condoluci, Weisi Guo, Arumugam Nallanathan, Mischa Dohler RACH Preamble Repetition in NB-IoT Network published pages: 1244-1247, ISSN: 1089-7798, DOI: 10.1109/LCOMM.2018.2793274	IEEE Communications Letters 22/6	2019-11-26
2018	Ghazaleh Khodabandelou, Vincent Gauthier, Marco Fiore, Mounim A. El Yacoubi Estimation of Static and Dynamic Urban Populations with Mobile Network Metadata published pages: 1-1, ISSN: 1536-1233, DOI: 10.1109/TMC.2018.2871156	IEEE Transactions on Mobile Computing	2019-11-26
2019	Rajkarn Singh, Marco Fiore, Mahesh K. Marina, Alessandro Nordio, Alberto Tarable Urban Vibes and Rural Charms: Analysis of Geographic Diversity in Mobile Service Usage at National Scale published pages: , ISSN: , DOI:	Proceedings of the 2019 World Wide Web Conference (WWW\'19)	2019-11-26
2019	Zitian Zhang, Yue Wu, Xiaoli Chu, Jie Zhang Resource Allocation and Power Control for D2D Communications to Prolong the Overall System Survival Time of Mobile Cells published pages: 1-1, ISSN: 2169-3536, DOI: 10.1109/access.2019.2893378	IEEE Access	2019-11-26
2018	Antonino Orsino, Weisi Guo, Giuseppe Araniti 5G Multiscale Mobility : A Look at Current and Upcoming Models in the Next Technology Era published pages: 120-129, ISSN: 1556-6072, DOI: 10.1109/MVT.2017.2772646	IEEE Vehicular Technology Magazine 13/1	2019-11-26
2018	Zhiyong Du, Youming Sun, Weisi Guo, Yuhua Xu, Qihui Wu, Jie Zhang Data-Driven Deployment and Cooperative Self-Organization in Ultra-Dense Small Cell Networks published pages: 1-1, ISSN: 2169-3536, DOI: 10.1109/ACCESS.2018.2826846	IEEE Access 6	2019-11-26

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