Data Aware Wireless Networks for Internet of Everything

Project Information

DAWN4IoE

Grant agreement ID: 778305

DOI 10.3030/778305

Project closed

EC signature date 6 November 2017

Start date 1 December 2017

End date 30 September 2023

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost € 1 107 000,00

EU contribution € 850 500,00

Coordinated by

UNIVERSITY OF WARWICK
United Kingdom

Deliverables

Documents, reports (16)

Report on proactive decision algorithms for MEC
Database of traffic hotspots generated from OSN data and other heterogeneous data sets
Report on spectrum access mechanisms using LAA
Report on case study areas and performance
Database of lexicons for NLP filter

Database of lexicons for NLP filter.

Report on D2D enabled user-end swarm MEC.

Report on D2D enabled userend swarm MEC

Report on integrated iBuildNet with traffic hotspot

Report on integrated iBuildNet with traffic hotspot and service blackspot data with performance evaluation

Report on proactive offloading traffic to D2D layer
Database of traffic hotspots with location contexts generated from open data sets

Database of traffic hotspots with location contexts generated from open data sets.

Report on machine learning classifiers for QoE

Report on machine learning classifiers for QoE.

Report on data analytics tool for generating traffic hotspots using irregular geometry clustering filters.

Report on data analytics tool for generating traffic hotspots using irregular geometry clustering filters

Report on managing distributed resources for D2D.
Report on reinforcement learning methods

Report on reinforcement learning methods for radio antenna and coordinated sleep mode mechanisms

Report on mobility prediction
Report on caching mechanism for MEC
Database of case studies for small cell deployment

Publications

Peer reviewed articles (16)

Context-Aware Proactive 5G Load Balancing and Optimization for Urban Areas

Author(s): Bo Ma; Bowei Yang; Yunpeng Zhu; Jie Zhang
Published in: IEEE Access, Issue 1, 2020, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.2964562

Multiuser Adversarial Attack on Deep Learning for OFDM Detection

Author(s): Youjie Ye; Yunfei Chen; Mingqian Liu
Published in: IEEE Wireless Communications Letters, Issue 21622337, 2022, ISSN 2162-2337
Publisher: IEEE Communications Society
DOI: 10.1109/lwc.2022.3207348

Enhanced 5G Cognitive Radio Networks Based on Spectrum Sharing and Spectrum Aggregation

Author(s): Wensheng Zhang, Cheng-Xiang Wang, Xiaohu Ge, Yunfei Chen
Published in: IEEE Transactions on Communications, Issue 66/12, 2018, Page(s) 6304-6316, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2018.2863385

A Survey of Online Data-Driven Proactive 5G Network Optimisation Using Machine Learning

Author(s): Bo Ma, Weisi Guo, Jie Zhang
Published in: IEEE Access, Issue 8, 2020, Page(s) 35606-35637, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.2975004

Further Results on Detection and Channel Estimation for Hardware Impaired Signals

Author(s): Yunfei Chen, Zhutian Yang, Jie Zhang, Mohamed-Slim Alouini
Published in: IEEE Transactions on Communications, Issue 12 issues a year, 2021, Page(s) 7167 - 7179, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2021.3100430

Data-Driven Deployment and Cooperative Self-Organization in Ultra-Dense Small Cell Networks

Author(s): Zhiyong Du, Youming Sun, Weisi Guo, Yuhua Xu, Qihui Wu, Jie Zhang
Published in: IEEE Access, Issue 6, 2018, Page(s) 1-1, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2018.2826846

Estimation of Static and Dynamic Urban Populations with Mobile Network Metadata

Author(s): Ghazaleh Khodabandelou, Vincent Gauthier, Marco Fiore, Mounim A. El Yacoubi
Published in: IEEE Transactions on Mobile Computing, 2018, Page(s) 1-1, ISSN 1536-1233
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TMC.2018.2871156

RACH Preamble Repetition in NB-IoT Network

Author(s): Nan Jiang, Yansha Deng, Massimo Condoluci, Weisi Guo, Arumugam Nallanathan, Mischa Dohler
Published in: IEEE Communications Letters, Issue 22/6, 2018, Page(s) 1244-1247, ISSN 1089-7798
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LCOMM.2018.2793274

Resource Allocation and Power Control for D2D Communications to Prolong the Overall System Survival Time of Mobile Cells

Author(s): Zitian Zhang, Yue Wu, Xiaoli Chu, Jie Zhang
Published in: IEEE Access, Issue 7, 2019, Page(s) 1-1, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2893378

Text Classification Based on Conditional Reflection

Author(s): Yanliang Jin, Can Luo, Weisi Guo, Jinfei Xie, Dijia Wu, Rui Wang
Published in: IEEE Access, Issue 7, 2019, Page(s) 76712-76719, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2921976

Resource Allocation and Power Control to Maximize the Overall System Survival Time for Mobile Cells With a D2D Underlay

Author(s): Zitian Zhang, Yue Wu, Xiaoli Chu, Jie Zhang
Published in: IEEE Communications Letters, Issue 23/5, 2019, Page(s) 880-883, ISSN 1089-7798
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2019.2901880

Non-Orthogonal Signal Transmission Over Nonlinear Optical Channels

Author(s): Tongyang Xu, Tianhua Xu, Polina Bayvel, Izzat Darwazeh
Published in: IEEE Photonics Journal, Issue 11/3, 2019, Page(s) 1-13, ISSN 1943-0655
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jphot.2019.2904960

Deep Learning Based Predictive Beamforming Design

Author(s): Juping Zhang, Gan Zheng, Yangyishi Zhang, Ioannis Krikidis, and Kai-Kit Wong
Published in: IEEE Transactions on Vehicular Technology, Issue 12 issues yearly, 2023, Page(s) 8122 - 8127, ISSN 0018-9545
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2023.3238108

Green Deep Reinforcement Learning for Radio Resource Management: Architecture, Algorithm Compression, and Challenges

Author(s): Zhiyong Du, Yansha Deng, Weisi Guo, Arumugam Nallanathan, Qihui Wu
Published in: IEEE Vehicular Technology Magazine, 2020, Page(s) 0-0, ISSN 1556-6072
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mvt.2020.3015184

Radio Sensing Using 5G Signals: Concepts, State-of-the-art and Challenges

Author(s): Yunfei Chen, Jie Zhang, Wei Feng, Mohamed-Slim Alouini
Published in: IEEE Internet of Things Journal, Issue 24 issues a year, 2021, Page(s) 1037 - 1052, ISSN 2327-4662
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2021.3132494

Explainable Artificial Intelligence for 6G: Improving Trust between Human and Machine

Author(s): Weisi Guo
Published in: IEEE Communications Magazine, Issue 58/6, 2020, Page(s) 39-45, ISSN 0163-6804
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.001.2000050

Conference proceedings (4)

Deep Learning for Interference Cancellation in Non-Orthogonal Signal Based Optical Communication Systems

Author(s): Tongyang Xu, Tianhua Xu, Izzat Darwazeh
Published in: 2018 Progress in Electromagnetics Research Symposium (PIERS-Toyama), 2018, Page(s) 241-248, ISBN 978-4-8855-2316-8
Publisher: IEEE
DOI: 10.23919/piers.2018.8597902

Urban Vibes and Rural Charms: Analysis of Geographic Diversity in Mobile Service Usage at National Scale

Author(s): Rajkarn Singh, Marco Fiore, Mahesh Marina, Alberto Tarable, Alessandro Nordio
Published in: The World Wide Web Conference on - WWW '19, 2019, Page(s) 1724-1734, ISBN 9781-450366748
Publisher: ACM Press
DOI: 10.1145/3308558.3313628

Geo-Tagging Quality-of-Experience Self-Reporting on Twitter to Mobile Network Outage Events

Author(s): Weijie Qi, Weisi Guo, Rob Procter, Jie Zhang
Published in: 2019 IEEE International Smart Cities Conference (ISC2), 2019, Page(s) 651-657, ISBN 978-1-7281-0846-9
Publisher: IEEE
DOI: 10.1109/isc246665.2019.9071736

Dynamic Spatial Cluster Process Model of Geo-Tagged Tweets in London

Author(s): Matteo Mazzamurro, Yue Wu, Weisi Guo
Published in: 2019 IEEE International Smart Cities Conference (ISC2), 2019, Page(s) 678-684, ISBN 978-1-7281-0846-9
Publisher: IEEE
DOI: 10.1109/isc246665.2019.9071657