Explore the words cloud of the DAWN4IoE project. It provides you a very rough idea of what is the project "DAWN4IoE" about.
The following table provides information about the project.
Coordinator |
THE UNIVERSITY OF WARWICK
Organization address contact info |
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 |
Take a look of project's partnership.
# | ||||
---|---|---|---|---|
1 | THE UNIVERSITY OF WARWICK | UK (COVENTRY) | coordinator | 270˙000.00 |
2 | RANPLAN WIRELESS NETWORK DESIGN LTD | UK (CAMBRIDGE) | participant | 202˙500.00 |
3 | THE UNIVERSITY OF SHEFFIELD | UK (SHEFFIELD) | participant | 135˙000.00 |
4 | WINGS ICT SOLUTIONS INFORMATION & COMMUNICATION TECHNOLOGIES IKE | EL (NEA SMYRNI) | participant | 135˙000.00 |
5 | CONSIGLIO NAZIONALE DELLE RICERCHE | IT (ROMA) | participant | 108˙000.00 |
6 | Baicells Technologies Co., Ltd | CN (Beijing) | partner | 0.00 |
7 | EAST CHINA UNIVERSITY OF SCIENCE AND TECHNOLOGY | CN (SHANGHAI) | partner | 0.00 |
8 | The University of Iowa | US (Iowa City) | partner | 0.00 |
9 | Zhejiang University | CN (HANGZHOU) | partner | 0.00 |
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).
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.
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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