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 (17) 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 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) 1-1, ISSN 0090-6778 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/TCOMM.2018.2863385 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 Searching for OpenAIRE data... 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