Publications: Miss Zhijin Qin
Yan L, Qin Z, Zhang R, Li Y, Li GY
(
2022
)
.
Resource Allocation for Text Semantic Communications
.
IEEE Wireless Communications Letters
vol.
11
,
(
7
)
1394
-
1398
.
Ji Z, Qin Z, Parini CG
(
2022
)
.
Reconfigurable Intelligent Surface Aided Cellular Networks with Device-to-Device Users
.
IEEE Transactions on Communications1
-
1
.
Gregson SF, Qin Z, Parini CG
(
2022
)
.
Compressive Sensing in Massive MIMO Array Testing: A Practical Guide
.
IEEE Transactions on Antennas and Propagation
Guo Y, Qin Z, Dobre OA
(
2022
)
.
Federated Generative Adversarial Networks based Channel Estimation
.
2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022
.
61
-
66
.
Shen W, Qin Z, Nallanathan A
(
2022
)
.
Federated Learning Enabled Channel Estimation for RIS-Aided Multi-User Wireless Systems
.
2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022
.
812
-
817
.
Li GY, Saad W, Ozgur A, Kairouz P, Qin Z, Hoydis J, Han Z, Gunduz D et al.
(
2022
)
.
Series Editorial the Fourth Issue of the Series on Machine Learning in Communications and Networks
.
IEEE Journal on Selected Areas in Communications
vol.
40
,
(
1
)
Zhang P, Xu W, Gao H, Niu K, Xu X, Qin X, Yuan C, Qin Z et al.
(
2022
)
.
Toward Wisdom-Evolutionary and Primitive-Concise 6G: A New Paradigm of Semantic Communication Networks
.
Engineering
vol.
8
,
60
-
73
.
Xie H, Qin Z, Li GY
(
2021
)
.
Task-Oriented Multi-User Semantic Communications for VQA
.
IEEE Wireless Communications Letters
vol.
11
,
(
3
)
553
-
557
.
Qin Z, Li GY, Ye H
(
2021
)
.
Federated Learning and Wireless Communications
.
IEEE Wireless Communications
vol.
28
,
(
5
)
134
-
140
.
Weng Z, Qin Z, Li GY
(
2021
)
.
Semantic Communications for Speech Signals
.
IEEE International Conference on Communications
.
Conference:
ICC 2021 - IEEE International Conference on Communications
Li GY, Saad W, Ozgur A, Kairouz P, Qin Z, Hoydis J, Han Z, Gunduz D et al.
(
2021
)
.
Series Editorial: The Third Issue of the Series on Machine Learning in Communications and Networks
.
IEEE Journal on Selected Areas in Communications
vol.
39
,
(
8
)
2267
-
2270
.
Li GY, Saad W, Ozgur A, Kairouz P, Qin Z, Hoydis J, Han Z, Gunduz D et al.
(
2021
)
.
Series Editorial: The Second Issue of the Series on Machine Learning in Communications and Networks
.
IEEE Journal on Selected Areas in Communications
vol.
39
,
(
7
)
1855
-
1857
.
Benkhelifa F, Qin Z, McCann JA
(
2021
)
.
User Fairness in Energy Harvesting-Based LoRa Networks with Imperfect SF Orthogonality
.
IEEE Transactions on Communications
vol.
69
,
(
7
)
4319
-
4334
.
Weng Z, Qin Z
(
2021
)
.
Semantic Communication Systems for Speech Transmission
.
IEEE Journal on Selected Areas in Communications1
-
1
.
Wang Y, Xu W, Qin Z, Zhang Y, Gao H, Pan M, Lin J
(
2021
)
.
Deep Neural Network-Based Robust Spectrum Sensing: Exploiting Phase Difference Distribution
.
IEEE International Conference on Communications
.
Zou Y, Qin Z, Liu Y
(
2021
)
.
Joint User Activity and Data Detection in Grant-Free NOMA using Generative Neural Networks
.
IEEE International Conference on Communications
.
Zhang C, Liu Y, Yi W, Qin Z, DIng Z
(
2021
)
.
Semi-Grant-Free NOMA: Ergodic Rates Analysis with Random Deployed Users
.
IEEE Wireless Communications Letters
vol.
10
,
(
4
)
692
-
695
.
Ahsan W, Yi W, Qin Z, Liu Y, Nallanathan A
(
2021
)
.
Resource Allocation in Uplink NOMA-IoT Networks: A Reinforcement-Learning Approach
.
IEEE Transactions on Wireless Communications
Guo Y, Qin Z, Liu Y, Al-Dhahir N
(
2021
)
.
Intelligent Reflecting Surface Aided Multiple Access over Fading Channels
.
IEEE Transactions on Communications
vol.
69
,
(
3
)
2015
-
2027
.
Wu D, Huang X, Xie X, Nie X, Bao L, Qin Z
(
2021
)
.
LEDGE: Leveraging Edge Computing for Resilient Access Management of Mobile IoT
.
IEEE Transactions on Mobile Computing
vol.
20
,
(
3
)
1110
-
1125
.
Xu Y, Qin Z, Gui G, Gacanin H, Sari H, Adachi F
(
2021
)
.
Energy Efficiency Maximization in NOMA Enabled Backscatter Communications with QoS Guarantee
.
IEEE Wireless Communications Letters
vol.
10
,
(
2
)
353
-
357
.
Xie H, Qin Z, Li GY, Juang BH
(
2021
)
.
Deep Learning Enabled Semantic Communication Systems
.
IEEE Transactions on Signal Processing
vol.
69
,
2663
-
2675
.
Weng Z, Qin Z, Li GY
(
2021
)
.
Semantic Communications for Speech Recognition
.
2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings
.
Li GY, Saad W, Ozgur A, Kairouz P, Qin Z, Hoydis J, Han Z, Gunduz D et al.
(
2021
)
.
Series Editorial: Inauguration Issue of the Series on Machine Learning in Communications and Networks
.
IEEE Journal on Selected Areas in Communications
vol.
39
,
(
1
)
Xie H, Qin Z, Li GY, Juang BH
(
2020
)
.
Deep Learning based Semantic Communications: An Initial Investigation
.
2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings
.
Zhang C, Yi W, Liu Y, Qin Z, Chai KK
(
2020
)
.
Downlink Analysis for Reconfigurable Intelligent Surfaces Aided NOMA Networks
.
2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings
.
Guo Y, Qin Z, Liu Y, Al-Dhahir N
(
2020
)
.
Intelligent Reflecting Surface Assisted NOMA over Fading Channels
.
2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings
.
Ji Z, Qin Z
(
2020
)
.
Reconfigurable Intelligent Surface Enhanced Device-to-Device Communications
.
2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings
.
Gao X, Liu Y, Liu X, Qin Z
(
2020
)
.
Resource Allocation in IRSs Aided MISO-NOMA Networks: A Machine Learning Approach
.
2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings
.
vol.
2020-January
,
Xie H, Zhijin Q
(
2020
)
.
A Lite Distributed Semantic Communication System for Internet of Things
.
IEEE Journal on Selected Areas in Communications
Ji Z, Kiani AK, Qin Z, Ahmad R
(
2020
)
.
Power Optimization in Device-to-Device Communications: A Deep Reinforcement Learning Approach with Dynamic Reward
.
IEEE Wireless Communications Letters1
-
1
.
Zuo J, Liu Y, Qin Z, Al-Dhahir N
(
2020
)
.
Resource Allocation in Intelligent Reflecting Surface Assisted NOMA Systems
.
IEEE Transactions on Communications
vol.
68
,
(
11
)
7170
-
7183
.
Liang P, Fan J, Shen W, Qin Z, Li GY
(
2020
)
.
Deep learning and compressive sensing-based csi feedback in fdd massive mimo systems
.
IEEE Transactions on Vehicular Technology
vol.
69
,
(
8
)
9217
-
9222
.
Shen H, Yi W, Qin Z, Liu Y, Li F, Nallanathan A
(
2020
)
.
Coverage Analysis of mmWave Networks with Cooperative NOMA Systems
.
IEEE Communications Letters
vol.
24
,
(
7
)
1544
-
1547
.
Ahsan W, Yi W, Liu Y, Qin Z, Nallanathan A
(
2020
)
.
Reinforcement learning for user clustering in NOMA-enabled uplink IoT
.
2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings
.
Zhang C, Qin Z, Liu Y, Chai KK
(
2020
)
.
Semi-grant-free uplink NOMA with contention control: A stochastic geometry model
.
2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings
.
Zuo J, Liu Y, Qin Z, Shen C
(
2020
)
.
The application of intelligent reflecting surface in downlink NOMA systems
.
2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings
.
Su B, Qin Z, Ni Q
(
2020
)
.
Energy Efficient Uplink Transmissions in LoRa Networks
.
IEEE Transactions on Communications1
-
1
.
Qin Z, Zhou X, Zhang L, Gao Y, Liang YC, Li GY
(
2020
)
.
20 Years of Evolution from Cognitive to Intelligent Communications
.
IEEE Transactions on Cognitive Communications and Networking
vol.
6
,
(
1
)
6
-
20
.
Qin Z, Li GY
(
2020
)
.
Pathway to Intelligent Radio
.
IEEE Wireless Communications
vol.
27
,
(
1
)
9
-
15
.
Liu Y, Qin Z, Ding Z
(
2020
)
.
Artificial Intelligence (AI) Enabled NOMA
.
SpringerBriefs in Computer Science
,
Liu Y, Qin Z, Ding Z
(
2020
)
.
Challenges and Conclusions
.
SpringerBriefs in Computer Science
,
Liu Y, Qin Z, Ding Z
(
2020
)
.
Compatibility in NOMA
.
SpringerBriefs in Computer Science
,
Liu Y, Qin Z, Ding Z
(
2020
)
.
Introduction
.
SpringerBriefs in Computer Science
,
Liu Y, Qin Z, Ding Z
(
2020
)
.
Security in NOMA
.
SpringerBriefs in Computer Science
,
Liu Y, Qin Z, Ding Z
(
2020
)
.
Sustainability of NOMA
.
SpringerBriefs in Computer Science
,
Liu Y, Qin Z, Ding Z
(
2020
)
.
What Is NOMA?
.
SpringerBriefs in Computer Science
,
Qi Y, Yang Z, Qin Z, Liu Y, Chen Y
(
2019
)
.
Big data prediction in location-aware wireless caching: A machine learning approach
.
2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings
.
Wang J, Liu Y, Qin Z, Chen Z, Liu Y
(
2019
)
.
Subchannel assignment and power allocation for NOMA in spatial modulation systems
.
2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings
.
Gao N, Qin Z, Jing X, Ni Q, Jin S
(
2019
)
.
Anti-Intelligent UAV Jamming Strategy via Deep Q-Networks
.
IEEE Transactions on Communications1
-
1
.
Cui F, Qin Z, Cai Y, Zhao M, Li GY
(
2019
)
.
Resource allocation for NOMA networks under alternative outage constraints
.
IEEE Vehicular Technology Conference
.
vol.
2019-September
,
Qin Z, Liu Y, Li Y, McCann JA
(
2019
)
.
Performance Analysis of Clustered LoRa Networks
.
IEEE Transactions on Vehicular Technology1
-
1
.
Liu X, Qin Z, Gao Y, McCann JA
(
2019
)
.
Resource allocation in wireless powered IoT networks
.
IEEE Internet of Things Journal
vol.
6
,
(
3
)
4935
-
4945
.
Cui F, Qin Z, Cai Y, Zhao M, Li GY
(
2019
)
.
Rethinking Outage Constraints for Resource Management in NOMA Networks
.
IEEE Journal on Selected Topics in Signal Processing
vol.
13
,
(
3
)
423
-
435
.
Gao N, Qin Z, Jing X, Ni Q
(
2019
)
.
Anti-Intelligent UAV Jamming Strategy via Deep Q-Networks
.
IEEE International Conference on Communications
.
vol.
2019-May
,
Benkhelifa F, Qin Z, McCann J
(
2019
)
.
Minimum Throughput Maximization in LoRa Networks Powered by Ambient Energy Harvesting
.
IEEE International Conference on Communications
.
vol.
2019-May
,
Liu X, Qin Z, Gao Y
(
2019
)
.
Resource Allocation for Edge Computing in IoT Networks via Reinforcement Learning
.
IEEE International Conference on Communications
.
vol.
2019-May
,
Gao N, Qin Z, Jing X
(
2019
)
.
Pilot Contamination Attack Detection and Defense Strategy in Wireless Communications
.
IEEE Signal Processing Letters
vol.
26
,
(
6
)
938
-
942
.
Cui F, Cai Y, Qin Z, Zhao M, Li GY
(
2019
)
.
Multiple Access for Mobile-UAV Enabled Networks: Joint Trajectory Design and Resource Allocation
.
IEEE Transactions on Communications
Hadley L, Qin Z, Ding Z
(
2019
)
.
Capacity analysis of asymmetric multi-antenna relay systems using free probability theory
.
IEEE Vehicular Technology Conference
.
vol.
2019-April
,
Qin Z, Ye H, Li GY, Juang BHF
(
2019
)
.
Deep learning in physical layer communications
.
IEEE Wireless Communications
vol.
26
,
(
2
)
93
-
99
.
Hu Q, Cai Y, Yu G, Qin Z, Zhao M, Li GY
(
2019
)
.
Joint offloading and trajectory design for UAV-enabled mobile edge computing systems
.
IEEE Internet of Things Journal
vol.
6
,
(
2
)
1879
-
1892
.
Liu Y, Qin Z, Cai Y, Gao Y, Li GY, Nallanathan A
(
2019
)
.
UAV communications based on non-orthogonal multiple access
.
IEEE Wireless Communications
vol.
26
,
(
1
)
52
-
57
.
Qin Z, Li FY, Li GY, McCann JA, Ni Q
(
2019
)
.
Low-Power Wide-Area Networks for Sustainable IoT
.
IEEE Wireless Communications
vol.
26
,
(
3
)
140
-
145
.
Gao Y, Qin Z
(
2019
)
.
Data-Driven Wireless Networks, A Compressive Spectrum Approach
.
Shi F, Qin Z, Wu D, McCann JA
(
2018
)
.
Effective truth discovery and fair reward distribution for mobile crowdsensing
.
Pervasive and Mobile Computing
vol.
51
,
88
-
103
.
Yue X, Qin Z, Liu Y, Kang S, Chen Y
(
2018
)
.
A unified framework for non-orthogonal multiple access
.
IEEE Transactions on Communications
vol.
66
,
(
11
)
5346
-
5359
.
Qin Z, Wu D, Xiao Z, Fu B, Qin Z
(
2018
)
.
Modeling and Analysis of Data Aggregation from Convergecast in Mobile Sensor Networks for Industrial IoT
.
IEEE Transactions on Industrial Informatics
vol.
14
,
(
10
)
4457
-
4467
.
Shi F, Qin Z, McCann JA
(
2018
)
.
EventMe: Location-Based Event Content Distribution through Human Centric Device-to-Device Communications
.
IEEE International Conference on Communications
.
vol.
2018-May
,
Yue X, Qin Z, Liu Y, Dai X, Chen Y
(
2018
)
.
Outage performance of a unified non-orthogonal multiple access framework
.
IEEE International Conference on Communications
.
vol.
2018-May
,
Shi F, Qin Z, Wu D, McCann J
(
2018
)
.
MPCSToken: Smart contract enabled fault-tolerant incentivisation for mobile P2P crowd services
.
Proceedings - International Conference on Distributed Computing Systems
.
vol.
2018-July
,
961
-
971
.
Qin Z, Yue X, Liu Y, Ding Z, Nallanathan A
(
2018
)
.
User Association and Resource Allocation in Unified NOMA Enabled Heterogeneous Ultra Dense Networks
.
IEEE Communications Magazine
vol.
56
,
(
6
)
86
-
96
.
Qin Z, Fan J, Liu Y, Gao Y, Li GY
(
2018
)
.
Sparse Representation for Wireless Communications: A Compressive Sensing Approach
.
IEEE Signal Processing Magazine
vol.
35
,
(
3
)
40
-
58
.
Su B, Qin Z, Ni Q
(
2018
)
.
Energy Efficient Resource Allocation for Uplink LoRa Networks
.
2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings
.
Cui F, Cai Y, Qin Z, Zhao M, Li GY
(
2018
)
.
Joint Trajectory Design and Power Allocation for UAV-Enabled Non-Orthogonal Multiple Access Systems
.
2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings
.
Qin Z, Gao Y, Plumbley MD
(
2018
)
.
Malicious User Detection Based on Low-Rank Matrix Completion in Wideband Spectrum Sensing
.
IEEE Transactions on Signal Processing
vol.
66
,
(
1
)
5
-
17
.
Cai Y, Qin Z, Cui F, Li GY, McCann JA
(
2018
)
.
Modulation and Multiple Access for 5G Networks
.
IEEE Communications Surveys and Tutorials
vol.
20
,
(
1
)
629
-
646
.
Liu Y, Qin Z, Elkashlan M, Ding Z, Nallanathan A, Hanzo L
(
2017
)
.
Nonorthogonal Multiple Access for 5G and beyond
.
Proceedings of the IEEE
vol.
105
,
(
12
)
2347
-
2381
.
Qin Z, Liu Y, Li GY, McCann JA
(
2017
)
.
Modelling and analysis of low-power wide-area networks
.
IEEE International Conference on Communications
.
Liu Y, Qin Z, Elkashlan M, Nallanathan A, McCann JA
(
2017
)
.
Non-Orthogonal Multiple Access in Large-Scale Heterogeneous Networks
.
IEEE Journal on Selected Areas in Communications
Jackson G, Qin Z, McCann JA
(
2017
)
.
Long Term Sensing via Battery Health Adaptation
.
Proceedings - International Conference on Distributed Computing Systems
.
2240
-
2245
.
Shi F, Qin Z, McCann JA
(
2017
)
.
OPPay: Design and Implementation of a Payment System for Opportunistic Data Services
.
Proceedings - International Conference on Distributed Computing Systems
.
1618
-
1628
.
Qin Z, McCann JA
(
2017
)
.
Resource Efficiency in Low-Power Wide-Area Networks for IoT Applications
.
2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings
.
vol.
2018-January
,
1
-
7
.
Qin Z, Liu Y, Gao Y, Elkashlan M, Nallanathan A
(
2017
)
.
Wireless Powered Cognitive Radio Networks with Compressive Sensing and Matrix Completion
.
IEEE Transactions on Communications
vol.
65
,
(
4
)
1464
-
1476
.
Liu Y, Qin Z, Elkashlan M, Gao Y, Hanzo L
(
2017
)
.
Enhancing the Physical Layer Security of Non-Orthogonal Multiple Access in Large-Scale Networks
.
IEEE Transactions on Wireless Communications
vol.
16
,
(
3
)
1656
-
1672
.
Haghighi M, Qin Z, Carboni D, Adeel U, Shi F, McCann JA
(
2017
)
.
Game theoretic and auction-based algorithms towards opportunistic communications in LPWA LoRa networks
.
2016 IEEE 3rd World Forum on Internet of Things, WF-IoT 2016
.
735
-
740
.
Gao Y, Qin Z, Feng Z, Zhang Q, Holland O, Dohler M
(
2016
)
.
Scalable and Reliable IoT Enabled by Dynamic Spectrum Management for M2M in LTE-A
.
IEEE Internet of Things Journal
vol.
3
,
(
6
)
1135
-
1145
.
Qin Z, Liu Y, Ding Z, Gao Y, Elkashlan M
(
2016
)
.
Physical layer security for 5G non-orthogonal multiple access in large-scale networks
.
2016 IEEE International Conference on Communications, ICC 2016
.
Gao Y, Qin Z
(
2016
)
.
Implementation of compressive sensing with real-time signals over TV white space spectrum in cognitive radio
.
IEEE Vehicular Technology Conference
.
vol.
0
,
Holland O, Wong S, Friderikos V, Qin Z, Gao Y
(
2016
)
.
Virtualized sub-GHz transmission paired with mobile access for the Tactile Internet
.
2016 23rd International Conference on Telecommunications, ICT 2016
.
Qin Z, Gao Y, Plumbley MD, Parini CG
(
2016
)
.
Wideband Spectrum Sensing on Real-Time Signals at Sub-Nyquist Sampling Rates in Single and Cooperative Multiple Nodes
.
IEEE Transactions on Signal Processing
vol.
64
,
(
12
)
3106
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3117
.
Liu Y, Qin Z, Elkashlan M, Gao Y, Nallanathan A
(
2016
)
.
Non-orthogonal multiple access in massive MIMO aided heterogeneous networks
.
2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings
.
Holland O, Ping S, Aijaz A, Chareau JM, Chawdhry P, Gao Y, Qin Z, Kokkinen H
(
2015
)
.
To white space or not to White Space: That is the trial within the Ofcom TV White Spaces pilot
.
2015 IEEE International Symposium on Dynamic Spectrum Access Networks, DySPAN 2015
.
11
-
22
.
Qin Z, GAO Y, Parini C
(
2015
)
.
Data-Assisted Low Complexity Compressive Spectrum Sensing on Real-Time Signals under Sub-Nyquist Rate
.
IEEE Transactions on Wireless Communications
vol.
15
,
(
2
)
1174
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1185
.
Holland O, Ping S, Sastry N, Chawdhry P, Chareau JM, Bishop J, Xing H, Taskafa S et al.
(
2015
)
.
Some initial results and observations from a series of trials within the Ofcom TV white spaces pilot
.
IEEE Vehicular Technology Conference
.
vol.
2015
,
Qin Z, Wei L, Gao Y, Parini CG
(
2015
)
.
Compressive spectrum sensing augmented by geo-location database
.
2015 IEEE Wireless Communications and Networking Conference Workshops, WCNCW 2015
.
170
-
175
.
Qin Z, Liu Y, Gao Y, Elkashlan M, Nallanathan A
(
2015
)
.
Throughput analysis for compressive spectrum sensing with wireless power transfer
.
2015 IEEE Global Communications Conference, GLOBECOM 2015
.
Zhang X, Qin Z, Gao Y
(
2014
)
.
Dynamic adjustment of sparsity upper bound in wideband compressive spectrum sensing
.
2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014
.
1214
-
1218
.
Qin Z, Gao Y, Plumbley MD, Parini CG, Cuthbert LG
(
2014
)
.
Efficient compressive spectrum sensing algorithm for M2M devices
.
2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014
.
1170
-
1174
.
Qin Z, Gao Y, Plumbley MD, Parini CG, Cuthbert LG
(
2013
)
.
Low-rank matrix completion based malicious user detection in cooperative spectrum sensing
.
2013 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2013 - Proceedings
.
1186
-
1189
.
Qin Z, Wang N, Gao Y, Cuthbert L
(
2012
)
.
Adaptive threshold for energy detector based on Discrete Wavelet Packet Transform
.
Wireless Telecommunications Symposium
.