Dr Amus Goay

Dr Amus Goay

Research Associate

Ph.D. in Electrical Engineering from the University of New South Wales, Sydney, Australia, from February 2021 to March 2025

B.Eng. (Honours) Class 1 in Mechanical Engineering from the University of New South Wales, Sydney, Australia, from February 2019 to January 2021 

B.Eng. in Mechanical Engineering from Taylor's University, Malaysia, from March 2017 to December 2018 (credits transferred to UNSW)

Engineering
Electrical Engineering and Telecommunications

Amus Goay received the B.Eng. (Honours) degree in mechanical engineering at the University of New South Wales (UNSW) Sydney, Australia, in 2021. He received his Ph.D. degree in electrical engineering from UNSW Sydney in 2025. He is currently a Research Associate at UNSW Sydney, where he is working on the Australia's Economic Accelerator (AEA) project. He also served as a Research Engineer at Ginigai, a UNSW spinout company, from March to December 2025.

His current research interests include backscatter communication, energy harvesting, passive RFID systems, metasurface-assisted wireless communications, non-convex optimisation, and machine learning-based wireless sensing for real-time, non-invasive detection and environmental monitoring. He has served as a Technical Program Committee (TPC) member for premier international conferences, including IEEE GLOBECOM and IEEE RFID-TA, and as a reviewer for many flagship IEEE conferences. He also regularly reviews for leading IEEE journals, including IEEE Transactions on Wireless Communications and IEEE Transactions on Communications, for which he was recognised as an Exemplary Reviewer by IEEE Wireless Communications Letters in 2023.

Location
Room 422, Level 4, EE Building G17, School of Electrical Engineering and Telecommunications, Kensington Campus, UNSW Sydney, NSW 2052, Australia
  • Journal articles | 2025
    Goay ACY; Mishra D; Matthaiou M; Seneviratne A, 2025, 'Range Maximization by Optimizing Tag-to-Tag Cooperative Backscatter Communication', IEEE Transactions on Green Communications and Networking, 10, pp. 16 - 31, http://dx.doi.org/10.1109/TGCN.2025.3570568
    Journal articles | 2025
    Goay ACY; Mishra D; Murch R; Seneviratne A, 2025, 'Enhancing Backscatter Communication Through Signal Subtraction Technique', IEEE Transactions on Wireless Communications, 24, pp. 9493 - 9508, http://dx.doi.org/10.1109/TWC.2025.3573745
    Journal articles | 2025
    Wang H; Lai H; Goay ACY; Mishra D; Seneviratne A; Ambikairajah E, 2025, 'Passive User Profiling Using Array of Sustainable Backscatter Tags', IEEE Communications Letters, 29, pp. 1824 - 1828, http://dx.doi.org/10.1109/LCOMM.2025.3576750
    Journal articles | 2025
    Wang Q; Goay ACY; Mishra D; Goldys EM; Atakaramians S, 2025, 'Diagnosing Grass Seed Infestation: Convolutional Neural Network-Based Terahertz Imaging', IEEE Access, 13, pp. 16094 - 16102, http://dx.doi.org/10.1109/ACCESS.2025.3530900
    Journal articles | 2025
    Yuen Goay AC; Mishra D; Seneviratne A, 2025, 'Optimal Reflection Coefficients for ASK Modulated Backscattering From Passive Tags', IEEE Transactions on Communications, 73, pp. 1692 - 1708, http://dx.doi.org/10.1109/TCOMM.2024.3462666
    Journal articles | 2025
    Zhuo L; Goay ACY; Sangkarat P; Xu F; He Y; Gao Z; Mishra D; He S; Zhang Y; Zhang J, 2025, 'Enhanced Triboelectric Outputs from PAN/MoS2 Nanofiber-Based Nanogenerators for Powering Backscatter Communications in Sustainable 6G Networks', Advanced Energy and Sustainability Research, 6, http://dx.doi.org/10.1002/aesr.202400301
    Journal articles | 2024
    He Y; Goay ACY; Yuen ACY; Mishra D; Zhou Y; Lu T; Wang D; Liu Y; Boyer C; Wang CH; Zhang J, 2024, 'Bulk Schottky Junctions-Based Flexible Triboelectric Nanogenerators to Power Backscatter Communications in Green 6G Networks', Advanced Science, 11, http://dx.doi.org/10.1002/advs.202305829
    Journal articles | 2022
    Goay ACY; Mishra D; Seneviratne A, 2022, 'BER-Aware Backscattering Design for Energy Maximization at RFID Passive Tag', Infocommunications Journal, 14, pp. 49 - 55, http://dx.doi.org/10.36244/ICJ.2022.4.7
  • Conference Papers | 2025
    Goay ACY; Mishra D; Seneviratne A, 2025, 'Beamforming-Assisted FSK-Modulated Backscattering for Range Maximization', in 2025 IEEE International Conference on Rfid Technology and Applications Rfid Ta 2025, http://dx.doi.org/10.1109/RFID-TA63091.2025.11265930
    Conference Papers | 2025
    Yang R; Goay ACY; Deng Y; Mishra D; Seneviratne A, 2025, 'Experimental Demonstration of Integrated Backscatter Communication and User Localization', in 2025 IEEE International Conference on Rfid Technology and Applications Rfid Ta 2025, http://dx.doi.org/10.1109/RFID-TA63091.2025.11265925
    Conference Papers | 2024
    Chan EKH; Deng Y; Goay ACY; Mishra D; Seneviratne A, 2024, 'Non-Invasive Occupancy Monitoring Using Sustainable Backscatter Tags', in 2024 IEEE International Conference on Acoustics Speech and Signal Processing Workshops Icasspw 2024 Proceedings, pp. 259 - 263, http://dx.doi.org/10.1109/ICASSPW62465.2024.10627387
    Preprints | 2024
    Goay ACY; Mishra D; Seneviratne A, 2024, Optimal Reflection Coefficients for ASK Modulated Backscattering from Passive Tags, http://dx.doi.org/10.48550/arxiv.2406.17448
    Conference Papers | 2024
    Koch-Lowndes AN; Goay ACY; Deng Y; Mishra D; Seneviratne A, 2024, 'Experimental Demonstration of Contact-free Localisation Using Real-time Backscatter Sensing', in IEEE International Symposium on Personal Indoor and Mobile Radio Communications PIMRC, http://dx.doi.org/10.1109/PIMRC59610.2024.10817281
    Conference Papers | 2024
    Wang Q; Yuen Goay AC; Mishra D; Atakaramians S, 2024, 'Convolutional Neural Network Based Terahertz Imaging for Detecting Grass Seed Infestation', in International Conference on Infrared Millimeter and Terahertz Waves Irmmw Thz, http://dx.doi.org/10.1109/IRMMW-THz60956.2024.10697594
    Conference Papers | 2024
    Yuen Goay AC; Kumarasamy S; Mishra D; Seneviratne A, 2024, 'QoS-Aware QAM Design for Passive Tags to Maximize Backscatter Communication Range', in Proceedings IEEE Global Communications Conference Globecom, pp. 710 - 715, http://dx.doi.org/10.1109/GLOBECOM52923.2024.10901159
    Conference Papers | 2024
    Yuen Goay AC; Mishra D; Matthaiou M; Seneviratne A, 2024, 'Backscatter Communication with Selective FSK Modulation', in IEEE Workshop on Signal Processing Advances in Wireless Communications Spawc, pp. 511 - 515, http://dx.doi.org/10.1109/SPAWC60668.2024.10694350
    Conference Papers | 2024
    Yuen Goay AC; Mishra D; Murch R; Seneviratne A, 2024, 'Tag Antenna Structure Calibrated Backscattering Signal Detection', in ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, pp. 9266 - 9270, http://dx.doi.org/10.1109/ICASSP48485.2024.10447966
    Conference Papers | 2024
    Zhang T; Lu C; Goay ACY; Mishra D; Seneviratne A; Yuan J, 2024, 'Securing RFID Backscattering Against Jamming: Modelling, Simulations and Experimental Validation', in Proceedings IEEE Global Communications Conference Globecom, pp. 1707 - 1712, http://dx.doi.org/10.1109/GLOBECOM52923.2024.10901812
    Conference Papers | 2023
    Yuen Goay AC; Mishra D; Seneviratne A, 2023, 'QoS-Aware BPSK Modulation for Sustainable Backscattering in Energy Harvesting IoT Systems', in 2023 IEEE Globecom Workshops GC Wkshps 2023, pp. 1722 - 1727, http://dx.doi.org/10.1109/GCWkshps58843.2023.10465156
    Conference Papers | 2023
    Yuen Goay AC; Mishra D; Seneviratne A, 2023, 'Throughput Maximization for Multi-hop T2T Backscatter Communications in Cooperative IoT', in IEEE Wireless Communications and Networking Conference Wcnc, http://dx.doi.org/10.1109/WCNC55385.2023.10118930
    Conference Papers | 2022
    Goay ACY; Mishra D; Seneviratne A, 2022, 'ASK Modulator Design for Passive RFID Tags in Backscatter Communication Systems', in 2022 IEEE 22nd Annual Wireless and Microwave Technology Conference Wamicon 2022, http://dx.doi.org/10.1109/WAMICON53991.2022.9786078
    Conference Papers | 2022
    Goay ACY; Mishra D; Shi YF; Seneviratne A, 2022, 'Throughput and Energy Aware Range Maximization in Cooperative Backscatter Communication Systems', in IEEE Vehicular Technology Conference, http://dx.doi.org/10.1109/VTC2022-Spring54318.2022.9860353

  1. Exemplary Reviewer Award for IEEE Wireless Communications Letters in 2023
  2. Honorary Mention at the IEEE Communications Society (ComSoc) Student Competition in 2023
  3. Student Travel Grant awarded by the IEEE ComSoc in 2023 (Amount: USD 950) to participate in IEEE WCNC 2023

  1. Research Associate at University of New South Wales (UNSW), Sydney, Australia (July 2025 – Present): Developing a machine learning-based microwave sensing system for rapid and non-invasive detection of grass seed infestation in Australian sheep.
  2. Research Engineer at Ginigai (UNSW Spinout), Sydney, Australia (March 2025 – December 2025): Designed CSI-based wireless sensing algorithms for occupancy monitoring in outdoor settings. 
  3. PhD Research Scholar at the University of New South Wales (UNSW), Sydney, Australia (February 2021 – March 2025): Proposed novel modulation schemes and resource allocation strategies for passive backscatter communication systems, with a focus on maximising communication range and energy harvesting efficiency. Developed real-time machine learning-based wireless sensing algorithms for indoor localisation and occupancy counting using passive RFID tag arrays. Mentored 21 undergraduate and Master's students in wireless communication and sensing research.
  4. Research Assistant at Keysight Technologies x University of New South Wales (UNSW), Sydney, Australia (December 2023 – April 2024): Conducted time-domain terahertz spectroscopy for non-invasive detection of grass seeds embedded in wool. Developed a high-performance convolutional neural network architecture for accurate seed detection using terahertz imaging data.
  5. Peer Reviewer for IEEE Transactions on Wireless Communications, IEEE Transactions on CommunicationsIEEE Transactions on Green Communications and NetworkingIEEE Wireless Communications Letters, and IEEE Communications Letters
  6. Technical Program Committee (TPC) Member for IEEE Global Communications Conference (GLOBECOM) and IEEE RFID Technologies and Applications Conference (RFID-TA).