Book Chapter

[1] Jie Zhuang, and A. Manikas, "Array Beamforming Robust to Pointing Errors," in "Beamforming: Sensor Signal Processing and Defence Applications," A. Manikas Eds., Imperial College Press, pp. 263-286, May 2015. 

Journal Papers

[9] Jie Zhuang, Chenghua Duan, Wei Wang and Zhi Chen, ""Joint Estimation of Azimuth and Elevation via Manifold Separation for Arbitrary Array Structures ,"IEEE Transactions on Vehicular Technology, vol. 67, no. 7, pp. 5585-5596, Jul. 2018.

[8] Jie Zhuang, Hao Xiong, Wei Wang and Zhi Chen, "Application of Manifold Separation to Parametric Localization for Incoherently Distributed Sources," IEEE Transactions on Signal Processing, vol. 66, no. 11, pp. 2849-2860, Jun., 2018.

[7] Jie Zhuang, Bai Shi, Xuanchen Zuo, and Abdulrahman Hussein Ali, "Robust adaptive beamforming with minimum sensitivity to correlated random errors," Signal Processing, vol. 131, pp. 92-98, Feb. 2017.

[6] Jie Zhuang, Qian Ye, Qiushi Tan and Abdulrahman Hussein Ali, "Low-complexity variable loading for robust adaptive beamforming," Electronics Letters, vol. 52, no. 5, pp. 338-340, Mar. 2016.

[5] Jie Zhuang, Tao Zhang, Jing Chen and Yulin Liu, "A variable diagonal loading beamformer with joint uncertainties of steering vector and covariance matrix," Wireless Personal Communications, vol. 84, no.2, pp.999-1015, 2015.

[4] Jie Zhuang, Tao Zhang, Hui Li, Yulin Liu and Kai Wang. "Semiblind Channel Estimation for Multiuser MIMO-CDMA Systems with Orthogonal Space-Time Block Codes," Wireless personal communications, vol. 79, no. 1, pp.703-720, 2014.

[3] Jie Zhuang and Athanassios Manikas, "Interference cancellation beamforming robust to pointing errors," IET Signal Processing, vol. 7, no. 2, pp. 120-127, Apr. 2013.

[2] Jie Zhuang and  Ping Huang, "Robust Adaptive Array Beamforming With Subspace Steering Vector Uncertainties," IEEE Signal Processing Letters, vol. 19, no. 12, pp. 785-788, Dec. 2012.

[1] Jie Zhuang, Wei Li and A. Manikas, "Fast root-MUSIC for arbitrary arrays," Electronics Letters, vol. 46, no. 2, pp. 174-176, Jan. 2010.

Conference Papers

[8] Jie Zhuang, Lu Yang, Guo-Yong Ning, Ishak Ali Hussein, and Wei Wang, " Adaptive 2-D DOA Estimation Using Subspace Fitting," International Conference on Digital Signal Processing (DSP), Shanghai, 2018.

[7] Jie Zhuang, Hao Xiong, Wei Wang, and Xianglin Cai, " FFT-based adaptive 2-D DOA estimation for arbitrary array structures," International Conference on Digital Signal Processing (DSP), pp. 1-5, London 2017.

[6] Jie Zhuang, Jie Liu, Dandan Chen and Na Yu, " Low complexity 2-D DOA estimator for arbitrary arrays: A hybrid MUSIC-based method,"; 2015 10th International Conference on Information, Communications and Signal Processing (ICICS), Singapore, 2015, pp. 1-4.

[5] Jie Zhuang, Jiadong Zhang, Demin Zhou, Hong Pang and Wei Huang, " An Improved Wi-Fi Indoor Positioning Method via Signal Strength Order Invariance," 2014 IEEE International Conference on Computer and Information Technology, Xi'an, 2014, pp. 3-6.

[4] Jie Zhuang, Ping Huang and Wei Huang, " Matched direction beamforming based on signal subspace," 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, 2012, pp. 2585-2588.

[3] Jie Zhuang and Wei Huang, " Matched subspace beamforming using signal subspace," 2011 8th International Conference on Information, Communications & Signal Processing, Singapore, 2011, pp. 1-4.

[2] Jie Zhuang, Wei Huang and Hong Pang, " Extension of the signal-subspace projection method to multi-dimension using CCA," 2011 8th International Conference on Information, Communications & Signal Processing, Singapore, 2011, pp. 1-4.

[1] Jie Zhuang, W. Li and A. Manikas, " An IDFT-based root-MUSIC for arbitrary arrays," 2010 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Dallas, TX, 2010, pp. 2614-2617.

Co-authored Papers

[2] Tao Zhang, Tingyu Song, Daolin Chen, Tian Zhang and Jie Zhuang "WiGrus: A Wifi-Based Gesture Recognition System Using Software-Defined Radio,"IEEE Access, vol. 7, pp. 131102-131113, 2019.

[1] Alban Doumtsop Lonkeng and Jie Zhuang "Two-Dimensional DOA Estimation Using Arbitrary Arrays for Massive MIMO Systems,"International Journal of Antennas and Propagation, vol. 2017, Article ID 6794920, 9 pages, 2017. 

管道电磁无损检测

        油气管道电磁涡流内检测系统，由四川德源管道科技股份有限公司和电子科技大学联合研发，系统包括电磁涡流内检测机器人、无源智能跟球仪、数据处理分析软件、缺陷定位技术等四部分。以电磁涡流内检测技术为突破口，从传感器、电子硬件、机械结构、数据分析算法、软件、跟球系统等方面开展了原创性、引领性科技攻关。2021年9月正式发布了国内首套完全自主知识产权的电磁涡流管道内检测系统。申请国内专利36项，申请国际PCT专利5项，目前已授权发明专利4项，实用新型专利10项，外观专利4项，软件著作权5项。 项目成果自2021年9月开展推广应用以来，已在中石油、中石化等能源企业开展了检测应用，累计检测管道100条以上，检测里程1100公里以上。

信号处理

Statistical signal processing, including

-Bayesian algorithm
-Hidden Markov model
-EM and variational algorithms
-Markov chain Monte Carlo algorithm (MCMC)

Unsupervised and supervised machine learning, including

-Principle and Independent Component Analysis (PCA/ICA)
-Sparse Representation
-Nonnegative Matrix and Tensor Factorization (NMF/NTF)

-Deep Learning

Time-frequency signal representations, including

-Cochleagram
-Spectrogram
-Wavelet transform

代表论文

[1]  Bin Gao, W.L. Woo, S.S. Dlay, “Variational Bayesian Regularized Two-Dimensional Nonnegative Matrix Factorization”, IEEE Transactions on Neural Networks and Learning Systems, vol. 23, pp. 703-716, 2012. 

[2] Peng Lu, Bin Gao, Qizhi Feng, Yang Yang, Wai Lok Woo, Gui Yun Tian, Ensemble Variational Bayes Tensor Factorization for Super Resolution of CFRP Debond Detection, Infrared Physics & Technology，vol.85, pp.335-346, 2017 

无损检测

电-磁-热多物理场融合成像无损检测系统 Electromagnetic Thermography Nondestructive Testing and Evaluation

       融合电涡流，磁滞损耗，热传导多物理效应，实现导体表面、亚表面和内部各类型缺陷快速、大范围、高灵敏度和高空间分辨率自动定量成像无损检测和评估。应用领域包括：航空航天，设备设施，高铁，核工业，新能源等。

代表论文

[1] Bin Gao, Yunze He, Wai Lok Woo, Gui Yun Tian, Jia Liu, and Yihua Hu, “Multidimensional Tensor-Based Inductive Thermography With Multiple Physical Fields for Offshore Wind Turbine Gear Inspection”, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, VOL. 63, NO. 10, OCTOBER 2016.

[2] Zewei Liu,  Bin Gao,  and  Guiyun Tian,  Natural Cracks Diagnosis System based on Novel L-shaped Electromagnetic Sensing Thermography, IEEE Transactions on Industrial Electronics, vol. 67, no. 11, pp. 9703-9714, Jul 2020.

多模态光激励成像无损检测系统 Multi-mode Optical Thermography Nondestructive Testing and Evaluation

        多模态光激励模式（锁相，脉冲，编码），创新集成变分贝叶斯张量缺陷层析解析算法，可实现对金属、复合材料和涂层材料等表面、亚表面和内部存在的裂纹、冲击、脱粘和分层等缺陷检测。方法具有非接触、快速、直观、大范围、高灵敏度自动定量无损检测的特点。应用领域包括：航空航天、风能发电、医疗、石油化工等领域。

代表论文

[1] Qizhi Feng, Bin Gao, Peng Lu, W.L. Woo, Yang Yang, Yunchen Fan, Xueshi Qiu, Liangyong Gu, “Automatic Seeded Region Growing for Thermography Debonding Detection of CFRP", NDT & E International.2018, 99 :36-49.

[2]  Bozhen Hu,  Bin Gao,  Wai Lok Woo,  Lingfeng Ruan,  Jikun Jin,  Yang Yang,  and  Yongjie Yu,  （Code）A Lightweight Spatial and Temporal Multi-feature Fusion Network for Defect Detection, IEEE Transactions on Image Processing, vol. 30, pp. 472-486, Jan 2021.

多物理阵列电磁感知无损检测系统 Multi-physics electromagnetic sensing/array for Nondestructive Testing and Evaluation

       电-磁-声多物理感知无损检测系统，特点：融合近/远场涡流，电磁超声，交变电磁，漏磁，MBN等多物理效应，实现铁磁和非铁磁导体表面、亚表面和内部各类型缺陷快速、高灵敏度和高空间分辨率自动定量无损检测和评估。深入理解缺陷微观-宏观失效物理数学建模及表征定量分析磁化强度、矫顽力、最大磁化率、磁滞损耗。应用领域包括：油气管道，设备设施，高铁，核工业，特种设备等。性能指标：非接触无损检测，无需耦合剂，自动化，深层缺陷检测。

代表论文

[1] Wei Guo,  Bin Gao,  Guiyun Tian,  and  Dan Si,  Physic perspective fusion of EMAT and PECT in non-destructive testing system, Philosophical Transactions A, vol. 378, no. 2182, pp. 1-17, Sep 2020.

[2] Qiuping Ma,  Bin Gao,  Guiyun Tian,  Changrong Yang,  Lian Xie,  and  Kefan Chen,  High sensitivity flexible double square winding eddy current array for surface micro-defects inspection, Sensors and Actuators: A. Physical, vol. 309, no. 2020, pp. 1-13, May 2020.

社交感知人机交互 Social Sensing based Human-Computer Interaction

       融合语音、行为、环境和体征复合传感信息，建立基于社交感知特征挖掘的可穿戴身心健康评估系统。应用领域包括：儿童自闭症，抑郁症，老年养护等。

代表论文

[1] Jun Gu, Bin Gao, Yuanpeng Chen, Long Jiang, Zhao Gao, Xiaole Ma, Yong Ma, Wai Lok Woo, Jikun Jin, Wearable Social Sensing: Content-Based Processing Methodology and Implementation, IEEE Sensors Journal, vol.17, no.21, pp.7167-7176, 2017.

[2] Sihao Yang,  Bin Gao,  Long Jiang,  Jikun Jin,  Zhao Gao,  Xiaole Ma,  and   W.L. Woo,  IOT structured Long-term Wearable Social Sensing for Mental Wellbeing, IEEE Internet of Things Journal, vol. 6, no. 2, pp. 3652-3662, Apr 2019.