Mr Zhenguo Shi

Mr Zhenguo Shi

Senior Research Associate
Engineering
Computer Science and Engineering

Zhenguo Shi received his M.S.(in 2011) degree and PhD (in 2016) from Harbin Institute of Technology (HIT), China. He received his second PhD degree (in 2022) from the University of Technology Sydney, Australia. He was a visiting student at the University of Leeds (2012-2013) and a visiting scholar at the University of Technology Sydney, Australia (2016- 2017). From 2022 to 2023, he worked as a Postdoctoral Research Associate in the School of Computing at the Macquarie University, Australia. He is now working as a Senior Research Associate in the School of Computer Science and Engineering at the University of New South Wales, Australia. His research interests include Wireless sensing, Human activity recognition, IoT, Deep Learning, wireless communication and eHealth. 

  • Journal articles | 2023
    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
    Journal articles | 2023
    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
    Journal articles | 2022
    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
    Journal articles | 2022
    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
    Journal articles | 2019
    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
    Journal articles | 2018
    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
    Journal articles | 2016
    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
    Journal articles | 2015
    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
    Journal articles | 2015
    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
    Journal articles | 2014
    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
    Journal articles | 2011
    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
    Journal articles | 2011
    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
    Journal articles | 2010
    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 | 2023
    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
    Conference Papers | 2023
    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
    Conference Papers | 2022
    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
    Conference Papers | 2022
    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
    Conference Papers | 2021
    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
    Conference Papers | 2020
    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
    Conference Papers | 2020
    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
    Conference Papers | 2020
    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
    Conference Papers | 2019
    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
    Conference Papers | 2019
    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
    Conference Papers | 2018
    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
    Conference Papers | 2017
    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
    Conference Papers | 2017
    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
    Conference Papers | 2016
    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
    Conference Papers | 2015
    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
    Conference Papers | 2015
    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
    Conference Papers | 2014
    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