University of Technology Sydney homepage

Prof

Andrew Zhang

Professor

School of Electrical, Mechanical and Biomedical ENG

FUNDED RESEARCH

I have a general interest in wireless signal processing for communications and sensing. Recenlty, collaborating with my colleagues and collaborators, we have been mainly focusing on the following emerging technologies.

** INTEGRATED SENSING AND COMMUNICATIONS (ISAC, aka, Joint Communications and Sensing, JCAS)

Wireless signals and mobile devices are almost everywhere today. Enormous information associated with human behaviour, moving objects and environmental change is embedded in these wireless signals. We are developing advanced information harvesting techniques that can extract information from, e.g., mobile, WiFi and even TV broadcasting signals, without affecting the communications functions. We are also designing advanced signals and protocols which allow communications and sensing to be better implemented jointly and to benefit from each other. This research also involves cross-disciplinary technologies such as SLAM (control technology) and machine learning (data analytics). At the moment, our particular focuses are on Perceptive Mobile/Cellular Networks, WiFi sensing, and Perceptive mmWave systems (for vehicular networks) based on joint communication and radio sensing techniques.

 

Collaborating with external partners, in one project, we are studying how to evolve modern communication-only mobile networks (such as 5G) to one with integrated communication and radio sensing capability, by sharing the transmitted signals and most of the system modules. In another project, we are developing WiFi sensing system for smart home with integrated health, safety and security applications.
More details on our research in this area can be seen from my Google Site.

Some demonstration videos can be accessed via the link below (Youtube videos).

  1. WiFi-based Multi-target Tracking 
  2. WiFi-based Combined Single-target Tracking, and Breathing and Heartbeat Detection 
  3. WiFi-based Gesture Recognition 
  4. WiFi ESP32 (a simple WiFi device) based Sensing
  5.  Wifi-based Behaviour Recognition
  6.  Media Report on our Mobile Network-based Water Level and Rainfall Sensing for Flood Monitoring

 

 

** MILLIMETER WAVE MASSIVE HYBRID ARRAY

MmWave massive hybrid antenna array is an attractive solution that balances the system performance, complexity and cost for 5G cellular communications. A typical hybrid array consists of multiple analog subarrays. Thanks to the sparsity of mmWave propagation channels, a hybrid array can achieve both high array (spatial diversity) gain and large spatial multiplexing gain. The special architecture of a hybrid array provides great flexibility for beamforming design, and demands new hybrid precoding/combining algorithms. In this research, we are developing key enabling techniques for practical mmWave 5G communications, with focus on channel estimation, analog (RF) and digital precoding and combining algorithms with balanced complexity and performance. We are also deveoping radio sensing techniques based on this platform.

 

I have received $8M+ research funding through 20+ projects since 2016. Below is a list of some of the projects.

FUNDED RESEARCH

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  • GRANT
    A2HCoder: AI-Driven Algorithm-to-Hardware Transformation Engine
    Commonwealth Department of Education19 Mar 2026 - 18 Mar 2027
    People funded by this grant: Zhang H, Zhang J, Joseph Chueh, Lei J, Li S
    Australia's Economic Accelerator Ignite Grant - (IG250201079)
  • GRANT
    A Novel Real-Time and Accurate Wireless Rain Gauge
    NSW State Government15 Feb 2025 - 15 Feb 2026
    People funded by this grant: Wu K, Chen S, Guo Y, Zhang J
    NSW Connectivity Innovation Network
  • CONTRACT RESEARCH
    Network as a sensor for flood sensing
    TPG Telecom Limited25 Sep 2023 - 2 Oct 2028
    People funded by this grant: Guo Y, Qin P, Chen S, Wu K, Zhang J
    TPG Telecom Limited
  • GRANT
    Smart Flood and Storm Intelligence Sensing Initiative
    NSW Department of Planning, Housing, and Infrastructure DPHI (previously NSW Department of Planning, Industry and Environment)1 Mar 2023 - 31 Aug 2024
    People funded by this grant: Jia W, Qin P, Liu RP, Zhang J, Wang X
    NSW Department of Planning, Housing, and Infrastructure DPHI (previously NSW Department of Planning, Industry and Environment)
  • GRANT
    Cost-effective rapidly deployable high data-rate wide area WiFi (WAWiFi) system for remote public broadband services
    NSW State Government5 Oct 2022 - 31 Mar 2024
    People funded by this grant: Qin P, Zhang J, Cooley D, Li Y, Worthington J
    NSW Connectivity Innovation Network
  • GRANT
    Radio Frequency Camera for Low-Complexity and High-Resolution Radar Imaging
    Australian Research Council1 Jan 2022 - 31 Dec 2026
    People funded by this grant: Huang X, Zhang J, Qin P
    ARC Discovery Projects - (DP220101158)
  • GRANT
    Creating a Perceptive Mobile Network Using Joint Communication and Sensing: Laying the Foundation
    Australian Research Council1 Nov 2021 - 30 May 2025
    People funded by this grant: Zhang J, Liu RP
    ARC Discovery Projects - (DP210101411)
  • GRANT
    National Natural Science Foundation of China1 Jan 2020 - 31 Dec 2021
    People funded by this grant: Cheng Z, Zhang J, He Z, Sun X, Li Y
  • SCHOLARSHIP
    Integrated Miniature Video and Radio Sensors for Seeing Through Imaging and Object Tracking
    Commonwealth Scientific and Industrial Research Organisation1 Mar 2019 - 28 Feb 2022
    People funded by this grant: Zhang J, Guo Y, Xu YD, Ying C
    CSIRO Scholarships - (Data61)
  • CONTRACT RESEARCH
    WiFi Sensing for Behavior Recognition
    iOmniscient Pty Ltd19 Nov 2018 - 31 Aug 2019
    People funded by this grant: Zhang J
    iOmniscient Pty Ltd Funding
  • SCHOLARSHIP
    Using Deep Learning to achieve Wi-biomedical
    Commonwealth Scientific and Industrial Research Organisation28 Aug 2018 - 27 Feb 2022
    People funded by this grant: Xu YD, Zhang J, Guo Y, Liu J
    CSIRO Scholarships - (Data61)
  • CONTRACT RESEARCH
    IoT Data Fabric and Analytics Driven Energy Exchange Between Microgrids and Utility Grids
    CISCO SYSTEMS AUSTRALIA PTY LIMITED3 Apr 2018 - 3 Apr 2020
    People funded by this grant: Fang G, Blumenstein M, He X, Lu HY, Zhang J
    CISCO Systems
  • GRANT
    Research on Linearization of Microwave Monolithic Integrated Circuit Based on Transformer
    National Natural Science Foundation of China1 Jan 2014 - 31 Dec 2016
    People funded by this grant: Zhang J