By Mr Zhenguo Shi

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, pp. 1 - 1, http://dx.doi.org/10.1109/twc.2024.3392881

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

Zhang J; Xi R; He Y; Sun Y; Guo X; Wang W; Na X; Liu Y; Shi Z; Gu T, 2023, 'A Survey of mmWave-Based Human Sensing: Technology, Platforms and Applications', IEEE Communications Surveys and Tutorials, 25, pp. 2052 - 2087, http://dx.doi.org/10.1109/COMST.2023.3298300

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; 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

Yang Z; Shi Z; Jin C, 2016, 'SACRB-MAC: A high-capacity MAC protocol for cognitive radio sensor networks in smart grid', Sensors (Switzerland), 16, http://dx.doi.org/10.3390/s16040464

Gu Y; Yang M; Shi Z; Wu Z, 2015, 'The applications of decision-level data fusion techniques in the field of multiuser detection for DS-UWB systems', Sensors (Switzerland), 15, pp. 24771 - 24790, http://dx.doi.org/10.3390/s151024771

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

Shi Z; McLernon D; Ghogho M; Wu Z, 2014, 'Improved spectrum sensing for OFDM cognitive radio in the presence of timing offset', Eurasip Journal on Wireless Communications and Networking, 2014, http://dx.doi.org/10.1186/1687-1499-2014-224

Zhao Y; Chen S; Yu H; Shi Z, 2011, 'A modified modulation recognition method against doppler effects', Information Technology Journal, 10, pp. 825 - 832, http://dx.doi.org/10.3923/itj.2011.825.832

Yin Z; Shi Z; Qi G; Zhou Y, 2011, 'Time domain DS-UWB channel estimation using maximum likelihood algorithm', Information Technology Journal, 10, pp. 127 - 133, http://dx.doi.org/10.3923/itj.2011.127.133

Yin Z; Shi Z; Liang J; Wu Z, 2010, 'Design of unmanned aerial vehicle space communication links based on DS-UWB', Information Technology Journal, 9, pp. 1713 - 1718, http://dx.doi.org/10.3923/itj.2010.1713.1718

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

Shi Z; Gu T; Zhang Y; Zhang X, 2022, 'mmBP: Contact-free Millimetre-wave Radar based Approach to Blood Pressure Measurement', in SenSys 2022 - Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, pp. 667 - 681, http://dx.doi.org/10.1145/3560905.3568506

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; 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

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

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

Shi Z; Zhang JA; Xu R; Fang G, 2018, 'Human Activity Recognition Using Deep Learning Networks with Enhanced Channel State Information', in 2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings, http://dx.doi.org/10.1109/GLOCOMW.2018.8644435

Yin Z; Wu S; Shi Z; Wu Z, 2017, 'A novel waveform with notched frequency band UWB communication system', in 2016 CIE International Conference on Radar, RADAR 2016, http://dx.doi.org/10.1109/RADAR.2016.8059559

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

Yin Z; Wu S; Shi Z; Wu Z, 2016, 'A new design of pulse waveform for waveform division multiple access UWB wireless communication system', in Proceedings of 2016 8th IEEE International Conference on Communication Software and Networks, ICCSN 2016, pp. 535 - 538, http://dx.doi.org/10.1109/ICCSN.2016.7586580

Shi Z; Wu Z; Yin Z; Zhuang S, 2015, 'A novel channel predictor for interference alignment in cognitive radio network', in International Symposium on Wireless Personal Multimedia Communications, WPMC, pp. 396 - 401, http://dx.doi.org/10.1109/WPMC.2014.7014851

Zhuang S; Yin Z; Wu Z; Shi Z, 2015, 'The relay satellite scheduling based on artificial bee colony algorithm', in International Symposium on Wireless Personal Multimedia Communications, WPMC, pp. 635 - 640, http://dx.doi.org/10.1109/WPMC.2014.7014894

Shi P; Shi Z; Tao X; Ji J; Liu X, 2014, 'Design of Rake receiver for the multi-path DS-UWB system', in Proceedings - 2014 IEEE Computers, Communications and IT Applications Conference, ComComAp 2014, pp. 78 - 83, http://dx.doi.org/10.1109/ComComAp.2014.7017174

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