[03/2017-Present] Deep Adaptation Network for Unsupervised Domain Adaptation. (Sponsored by UCL Doctoral School Fellowship)

• Propose two deep adaptation networks based on Optimal Transport for domain adaptation
• Apply these two adaptation networks for cross-modality computer vision dataset
• Apply these two adaptation networks for eliminating the unseen variation factors in micro-Doppler signature classification, e.g., aspect angle and human targets

[03/2016-Present] Deep Adversarial Training for Representations of Multiple-Channel Radar Data based on Cooperative and Adversarial Policies. (Sponsored by UCL Doctoral School Fellowship)

• Propose two schemes for fusing multiple-channel radar sensing data in deep neural networks
• Cooperative and adversarial policies

[09/2016-Present] Through-The-Wall MIMO Radar Imaging System. (Sponsored by Metropolitan Police, London)}

• Propose and Build a Time-Duplexed MIMO Radar Imaging System at 2.4GHz, including the Phased Array Design

[11/2015-11/2016] Passive Wi-Fi Radar Sensing System in E-Healthcare Applications: Falling/Activity Recognition using Micro-Doppler Signatures. (Sponsored by Project SPHERE, Uni.Bristol, Awarded for National Instrument Engineering Impact Award 2017)

• Passive Wi-Fi radar real-time system for fall detection
• Investigation of sparse representation classifier for real-time Doppler signatures
• Propose deep transfer learning network based on dictionary learning layer and apply this to handle small-training dataset

[11/2015-11/2016] Passive Wi-Fi Radar Sensing System in E-Healthcare Applications: Doppler-Only Personnel Tracking. (Sponsored by Project SPHERE,Uni.Bristol)

• Investigate Doppler-Only Tracking for Passive Wi-Fi Radar in a small-scale room

[11/2015--11/2016] Passive Wi-Fi Radar Sensing System in E-Healthcare and Security Applications: Signs-Of-Life Detection (Sponsored by Project SPHERE,Uni.Bristol and Metropolitan Police Team)

• Propose real-time phase-sensitive breathing detection method

[09/2014-12/2014] Train Monitoring using Passive GSM-R Radar. (Collaboration with Network-Rail)}

• Adapt passive Wi-Fi radar to GSM-R communication system for train monitoring

[05/2011-08/2013] Multi-Target Tracking using Radio Tomography Imaging Techniques. (Sponsored by BUPT Multimedia Lab)}

• Real-time tracking algorithms for Radio Tomography Imaging (RTI)