By Dr Qingqing Cheng

Journal articles

Cheng Q; Shi Z; Yuan J; Lin H, 2024, 'MIMO-ODDM Signal Detection: A Spatial-based Generative Adversarial Network Approach', IEEE Transactions on Wireless Communications, http://dx.doi.org/10.1109/TWC.2024.3392881

Ye F; Zhang S; Cheng Q; Long Y; Liu D; Paul R; Fang Y; Su Y; Qu L; Dai L; Hu C, 2023, 'The role of oxygen-vacancy in bifunctional indium oxyhydroxide catalysts for electrochemical coupling of biomass valorization with CO2 conversion', Nature Communications, 14, http://dx.doi.org/10.1038/s41467-023-37679-3

Cheng Q; Shi Z; Yuan J; Fitzpatrick PG; Sakurai T, 2023, 'A Novel Environmentally Robust ODDM Detection Approach Using Contrastive Learning', IEEE Transactions on Communications, 71, pp. 5274 - 5286, http://dx.doi.org/10.1109/TCOMM.2023.3282959

Shi Z; Cheng Q; Zhang JA; Yi Da Xu R, 2022, 'Environment-Robust WiFi-Based Human Activity Recognition Using Enhanced CSI and Deep Learning', IEEE Internet of Things Journal, 9, pp. 24643 - 24654, http://dx.doi.org/10.1109/JIOT.2022.3192973

Shi Z; Zhang JA; Xu RY; Cheng Q, 2022, 'Environment-Robust Device-Free Human Activity Recognition with Channel-State-Information Enhancement and One-Shot Learning', IEEE Transactions on Mobile Computing, 21, pp. 540 - 554, http://dx.doi.org/10.1109/TMC.2020.3012433

Cheng Q; Nguyen DN; Dutkiewicz E; Mueck M, 2020, 'Preserving Honest/Dishonest Users' Operational Privacy with Blind Interference Calculation in Spectrum Sharing System', IEEE Transactions on Mobile Computing, 19, pp. 2874 - 2890, http://dx.doi.org/10.1109/TMC.2019.2936377

Cheng Q; Hu C; Wang G; Zou Z; Yang H; Dai L, 2020, 'Carbon-Defect-Driven Electroless Deposition of Pt Atomic Clusters for Highly Efficient Hydrogen Evolution', Journal of the American Chemical Society, 142, pp. 5594 - 5601, http://dx.doi.org/10.1021/jacs.9b11524

Cheng Q; Shi Z; Nguyen DN; Dutkiewicz E, 2019, 'Sensing OFDM Signal: A Deep Learning Approach', IEEE Transactions on Communications, 67, pp. 7785 - 7798, http://dx.doi.org/10.1109/TCOMM.2019.2940013

Shi Z; Wu Z; Yin Z; Yang Z; Cheng Q, 2018, 'Novel Markov channel predictors for interference alignment in cognitive radio network', Wireless Networks, 24, pp. 1915 - 1925, http://dx.doi.org/10.1007/s11276-017-1445-x

Shi Z; Wu Z; Yin Z; Cheng Q, 2015, 'Novel spectrum sensing algorithms for OFDM cognitive radio networks', Sensors (Switzerland), 15, pp. 13966 - 13993, http://dx.doi.org/10.3390/s150613966

Conference Papers

Cheng Q; Shi Z; Yuan J; Lin H, 2023, 'A Spatial Generative Adversarial Network-based Signal Detection for MIMO-ODDM Systems', in Proceedings - IEEE Global Communications Conference, GLOBECOM, pp. 6536 - 6541, http://dx.doi.org/10.1109/GLOBECOM54140.2023.10437518

Cheng Q; Shi Z; Yuan J; Fitzpatrick PG; Sakurai T, 2023, 'Novel ODDM Signal Detection using Contrastive Learning for High Reliability and Fast Convergence', in IEEE International Conference on Communications, pp. 1280 - 1285, http://dx.doi.org/10.1109/ICC45041.2023.10279016

Cheng Q; Shi Z; Yuan J; Zhou M, 2022, 'Environment-robust Signal Detection for OTFS Systems Using Deep Learning', in Proceedings - IEEE Global Communications Conference, GLOBECOM, pp. 5219 - 5224, http://dx.doi.org/10.1109/GLOBECOM48099.2022.10000940

Cheng Q; Wei Z; Yuan J, 2021, 'Deep Reinforcement Learning-based Spectrum Allocation and Power Management for IAB Networks', in 2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Proceedings, http://dx.doi.org/10.1109/ICCWorkshops50388.2021.9473755

Cheng Q; Shi Z; Yuan J, 2021, 'Spectrum Sensing in Full-Duplex OFDM Systems using One-Shot Learning', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC42927.2021.9500575

Cheng Q; Lin Z; Zhang JA; Nguyen D; Huang X; Kekirigoda A; Hui KP, 2020, 'Multi-user MIMO with Jamming Suppression for Spectrum-Efficient Tactical Communications', in 2020 14th International Conference on Signal Processing and Communication Systems, ICSPCS 2020 - Proceedings, http://dx.doi.org/10.1109/ICSPCS50536.2020.9310062

Shi Z; Andrew Zhang J; Xu RY; Cheng Q, 2020, 'WiFi-based activity recognition using activity filter and enhanced correlation with deep learning', in 2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings, http://dx.doi.org/10.1109/ICCWorkshops49005.2020.9145101

Cheng Q; Shi Z; Nguyen DN; Dutkiewicz E, 2020, 'Non-cooperative OFDM Spectrum Sensing Using Deep Learning', in 2020 International Conference on Computing, Networking and Communications, ICNC 2020, pp. 704 - 708, http://dx.doi.org/10.1109/ICNC47757.2020.9049678

Shi Z; Zhang JA; Xu R; Cheng Q; Pearce A, 2020, 'Towards Environment-independent Human Activity Recognition using Deep Learning and Enhanced CSI', in Proceedings - IEEE Global Communications Conference, GLOBECOM, http://dx.doi.org/10.1109/GLOBECOM42002.2020.9322627

Kekirigoda A; Hui KP; Cheng Q; Lin Z; Andrew Zhang J; Nguyen DN; Huang X, 2019, 'Massive MIMO for Tactical Ad-hoc Networks in RF Contested Environments', in Proceedings - IEEE Military Communications Conference MILCOM, http://dx.doi.org/10.1109/MILCOM47813.2019.9020756

Shi Z; Zhang JA; Xu R; Cheng Q, 2019, 'Deep Learning Networks for Human Activity Recognition with CSI Correlation Feature Extraction', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC.2019.8761445

Cheng Q; Shi Z; Nguyen DN; Dutkiewicz E, 2019, 'An OFDM sensing algorithm in full-duplex systems with self-interference and carrier frequency offset', in Proceedings - IEEE Global Communications Conference, GLOBECOM, http://dx.doi.org/10.1109/GLOBECOM38437.2019.9014093

Cheng Q; Nguyen DN; Dutkiewicz E; Mueck MD, 2018, 'Protecting Operational Information of Incumbent and Secondary Users in FCC Spectrum Access System', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC.2018.8422847

Wang H; Nguyen DN; Hoang DT; Dutkiewicz E; Cheng Q, 2018, 'Real-Time Crowdsourcing Incentive for Radio Environment Maps: A Dynamic Pricing Approach', in Proceedings - IEEE Global Communications Conference, GLOBECOM, http://dx.doi.org/10.1109/GLOCOM.2018.8647268

Cheng Q; Nguyen DN; Dutkiewicz E; Mueck MD, 2017, 'Preserving operational information in spectrum access system with dishonest users', in 2017 17th International Symposium on Communications and Information Technologies, ISCIT 2017, pp. 1 - 6, http://dx.doi.org/10.1109/ISCIT.2017.8261209

Cheng Q; Dutkiewicz E; Fang G; Shi Z; Nguyen DN; Wang H, 2017, 'A Novel Full-Duplex Spectrum Sensing Algorithm for OFDM Signals in Cognitive Radio Networks', in Proceedings - IEEE Global Communications Conference, GLOBECOM, pp. 1 - 6, http://dx.doi.org/10.1109/GLOCOM.2017.8254111

Cheng Q; Fang G; Nguyen D; Dutkiewicz E, 2016, 'Novel pilot decontamination methods for Massive MIMO systems under practical scenarios', in 2016 16th International Symposium on Communications and Information Technologies, ISCIT 2016, pp. 77 - 81, http://dx.doi.org/10.1109/ISCIT.2016.7751595

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