Prof
Andrew ZhangProfile page
Professor
School of Electrical, Mechanical and Biomedical ENG
- ProfessorSchool of Electrical, Mechanical and Biomedical ENG
- 9514 7871 (Work)
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).
- WiFi-based Multi-target Tracking
- WiFi-based Combined Single-target Tracking, and Breathing and Heartbeat Detection
- WiFi-based Gesture Recognition
- WiFi ESP32 (a simple WiFi device) based Sensing
- Wifi-based Behaviour Recognition
- 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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- GRANTA2HCoder: AI-Driven Algorithm-to-Hardware Transformation EngineCommonwealth Department of Education19 Mar 2026 - 18 Mar 2027People funded by this grant: Zhang H, Zhang J, Joseph Chueh, Lei J, Li SAustralia's Economic Accelerator Ignite Grant - (IG250201079)
- GRANTSmart Flood and Storm Intelligence Sensing InitiativeNSW Department of Planning, Housing, and Infrastructure DPHI (previously NSW Department of Planning, Industry and Environment)1 Mar 2023 - 31 Aug 2024NSW Department of Planning, Housing, and Infrastructure DPHI (previously NSW Department of Planning, Industry and Environment)
- GRANTCost-effective rapidly deployable high data-rate wide area WiFi (WAWiFi) system for remote public broadband servicesNSW State Government5 Oct 2022 - 31 Mar 2024People funded by this grant: Qin P, Zhang J, Cooley D, Li Y, Worthington JNSW Connectivity Innovation Network
- GRANTCreating a Perceptive Mobile Network Using Joint Communication and Sensing: Laying the FoundationAustralian Research Council1 Nov 2021 - 30 May 2025People funded by this grant: Zhang J, Liu RPARC Discovery Projects - (DP210101411)
- GRANTNational Natural Science Foundation of China1 Jan 2020 - 31 Dec 2021People funded by this grant: Cheng Z, Zhang J, He Z, Sun X, Li Y
- CONTRACT RESEARCHWiFi Sensing for Behavior RecognitioniOmniscient Pty Ltd19 Nov 2018 - 31 Aug 2019People funded by this grant: Zhang JiOmniscient Pty Ltd Funding
- CONTRACT RESEARCHIoT Data Fabric and Analytics Driven Energy Exchange Between Microgrids and Utility GridsCISCO SYSTEMS AUSTRALIA PTY LIMITED3 Apr 2018 - 3 Apr 2020People funded by this grant: Fang G, Blumenstein M, He X, Lu HY, Zhang JCISCO Systems
- GRANTResearch on Linearization of Microwave Monolithic Integrated Circuit Based on TransformerNational Natural Science Foundation of China1 Jan 2014 - 31 Dec 2016People funded by this grant: Zhang J