Relay Selection and Resource Allocation for D2D-Relaying under Uplink Cellular Power Control
Junquan Deng, Alexis A. Dowhuszko, Ragnar Freij, Olav Tirkkonen. IEEE Global Communications Conference Workshops. GC Wkshps 2015.
CV
Education
- B.S. in Automation , Tsinghua University, 2011
- M.S. in Computer Science, NUDT, 2014
- Ph.D in Information Theory, Aalto University, 2018
Work experience
- 2020.12 - now: Associate research fellow
- National University of Defence Technology
- RF sensing with multi-antenna systems
- Localization in 6G
- Radio Resource Management in 6G
- 2019.01 - 2020.12: Assistant research fellow
- National University of Defence Technology
- Spectrum management in 5G and 5G+ wireless systems
- RF sensing with multi-antenna systems
- 2014.10 - 2018.10: Research Assistant
- Aalto University
- Duties included: research on 5G NR
- Supervisor: Professor Olav Tirkkonen
- 2015.07 - 2018.06: Project Member (5G COHERENT)
- Fall 2015: Teaching Assistant
- Aalto University
- Duties included: course exercise
- Supervisor: Professor Olav Tirkkonen
Skills
- C++
- Matlab
- Python
- Latex
- Pytorch
Publications
Self-organizing networks for 5G: Directional cell search in mmW networks
Furqan Ahmed, Junquan Deng, Olav Tirkkonen. Self-organizing networks for 5G: Directional cell search in mmW networks, 2016 IEEE 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Valencia, 2016, pp. 1-5. PIMRC 2016.
D2D relay management in multi-cell networks
Junquan Deng, Olav Tirkkonen, Tao Chen. 2017 IEEE International Conference on Communications. ICC 2017.
Resource Allocation and Interference Management for Opportunistic Relaying in Integrated mmWave/sub-6 GHz 5G Networks
Junquan Deng,Olav Tirkkonen,Ragnar Freij-Hollanti,Tao Chen,Navid Nikaein IEEE Communications Magazine,Volume: 55, Issue: 6, 2017. IEEE COMMAG.
Scalable two-hop relaying for mmWave networks
Junquan Deng, Olav Tirkkonen, Tao Chen, Navid Nikaein. European Conference on Networks and Communications. EUCNC 2017.
Hierarchical network abstraction for HetNet coordination
Sergio Lembo, Junquan Deng, Ragnar Freij-Hollanti ; Olav Tirkkonen ; Tao Chen. Hierarchical network abstraction for HetNet coordination, 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Montreal, QC, Canada, 2017, pp. 1-7. PIMRC 2017.
MmWave channel estimation via atomic norm minimization for multi-user hybrid precoding
Junquan Deng, Olav Tirkkonen, Christoph Studer. 2017 IEEE International Conference on Communications. ICC 2017.
Multipoint Channel Charting for Wireless Networks
Junquan Deng, Said Medjkouh, Nicolas Malm, Olav Tirkkonen, Christoph Studer. Asilomar Conference on Signals, Systems, and Computers. Asilomar 2018.
MmWave Multiuser MIMO Precoding with Fixed Subarrays and Quantized Phase Shifters
Junquan Deng,Olav Tirkkonen, Christoph Studer IEEE IEEE Transactions on Vehicular Technology. IEEE TVT.
Subspace-based 1-bit Wideband Spectrum Sensing
Junquan Deng, Yong Chen. International Conference on Wireless Communications and Signal Processing. WCSP 2019.
Network-side Localization via Semi-Supervised Multi-point Channel Charting
Junquan Deng, Olav Tirkkonen, Jianzhao Zhang, Xianlong Jiao and Christoph Studer The 17th International Wireless Communications and Mobile Computing Conference (IWCMC 2021) . IWCMC 2021.
Semi-supervised t-SNE for Millimeter-wave Wireless Localization
Junquan Deng, Wei Shi, Jian Hu and Xianlong Jiao The 7th International Conference on Computer and Communications (ICCC 2021) . ICCC 2021.
Supervised Contrastive CSI Representation Learning for Massive MIMO Positioning
Junquan Deng, Wei Shi, Jianzhao Zhang, Xianyu Zhang, and Chuan Zhang IEEE Communications Letter . CL 2022.
Talks
Relay Selection and Resource Allocation for D2D-Relaying under Uplink Cellular Power Control
Talk at Emerging Technologies for 5G Wireless Cellular Networks (ET5G), San Diego, CA, USA
Self-organizing networks for 5G: Directional cell search in mmW networks
Talk at 2016 IEEE 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Valencia, Spain
Scalable two-hop relaying for mmWave networks
Talk at 2017 European Conference on Networks and Communications (EuCNC), Oulu, Finland
MmWave channel estimation via atomic norm minimization for multi-user hybrid precoding
Talk at 2018 IEEE Wireless Communications and Networking Conference (WCNC), Barcelona, Spain
Subspace-based 1-bit Wideband Spectrum Sensing
Talk at 2019 International Conference on Wireless Communications and Signal Processing (WCSP 2019), Xi'an, China
Network-side Localization via Semi-Supervised Multi-point Channel Charting (SS-MPCC)
Talk at The International Wireless Communications and Mobile Computing Conference (IWCMC 2021), OnLine
Semi-supervised t-SNE for Millimeter-wave Wireless Localization
Talk at The 7th International Conference on Computer and Communications(ICCC 2021), OnLine
Teaching
Service
- Reviewer of IEEE Transactions on Vehicular Technology
- Reviewer of IEEE Transactions on Wireless Communications
- Reviewer of IEEE Communication Magazine
- Reviewer of IEEE Wireless Communications Magazine
- Reviewer of IEEE Globecom
- Reviewer of IEEE WCNC
- Reviewer of IEEE VTC
- Reviewer of IEEE ICC
- etc.
Awards
- 2014 China Scholarship Council (CSC) Scholarship
- 2012 Innovation Program for Excellent Graduate Students Grants, National University of Defense Technology (< 5%)
- 2011 Outstanding Academic Papers by Undergraduate Students, Tsinghua University (<5%)
- 2010 Outstanding Academic Scholarship, Tsinghua University
- 2009 Outstanding Academic Scholarship, Tsinghua University
- 2006 First Prize in Engineering, 21th China Adolescents Science & Technology Innovation Contest(CASTIC), Macao