黄磊，我校讲席教授，博士生导师，现任射频异质异构集成全国重点实验室常务副主任，澳门3044永利执行院长，创新技术研究院院长；国家杰出青年基金获得者，国家重点研发计划/国家部委计划重点项目首席科学家，国家优秀青年基金获得者（首届），英国工程技术学会会士；已主持国家和省部级课题30余项，科研经费累计超过1亿元，发表学术论文260篇，其中SCI论文180篇（IEEE期刊论文130篇），论文被引6000多次（Google），3次入选斯坦福全球前2%顶尖科学家榜单，拥有授权专利60项。获中国电子学会技术发明一等奖，教育部自然科学二等奖，深圳市自然科学二等奖，ICICSP国际会议最佳论文奖，IEEE DSP国际会议最佳论文奖，CIE国际雷达会议优秀论文奖，IET国际雷达会议优秀论文奖，我校十大科技进展（首届），国家级一流本科课程负责人。担任IEEE Transactions on Signal Processing编委（2015-2019）和资深编委（2019-2023）。

单比特雷达、雷达芯片、通感一体。

中文网页：http://www.msp-lab.net/

随机信号处理，阵列信号处理，高级语言程序设计

1） 平台：射频异质异构集成全国重点实验室

2） 方向：信息与通信工程学术博士（1名/年），电子信息专业博士（1名/年）

3） 待遇：博士生每年补助10万元以上（含学校补助）

4） 学术博士要求：数学好、英语好、编程好（三好学生）

5） 专业博士要求：系统开发能力强、学科竞赛动力强、团队协作意识强（三强学生）

1) 国家杰出青年基金获得者

2) 国家重点研发计划/国家部委计划首席科学家

3) 教育部（联合基金）创新团队负责人

4) 英国工程技术学会会士

5) 中国电子学会技术发明一等奖

6) 我校十大科技进展（首届）

7) 教育部自然科学二等奖

8) 深圳市自然科学二等奖

9) 国家优秀青年基金获得者(首届)

10) 教育部“新世纪优秀人才”

11) 广东省“特支计划”领军人才

12) 中国电子学会先进科技工作者

[1]. 国家科技部重点研发计划项目：天基主动微波定标网关键技术，2023.11-2026.10，1565万元，在研（主持）

[2]. 国家部委计划重点项目: （No. SZDX2021-027-ZM），2022.1-2025.12，934万元（已到账）+1500万元，在研（主持）

[3]. 国家杰出青年基金项目：鲁棒阵列信号处理（No. 61925108），2020.1-2024.12，400万元，在研（主持）

[4]. 国家教育部（联合基金）创新团队项目：单比特雷达成像创新团队，2024.1-2026.10, 150万元，在研（主持）

[5]. 国家自然科学基金重点国际合作项目: 智能反射面辅助的通-感-算一体化方法 (No. 62220106009)，2023.1-2027.12，258万元，在研（主持）

[6]. 国家级重点项目，2023.1-2023.12，300万元，在研（主持）

[7]. 国家优秀青年基金项目（首届）：阵列信号处理，多维信号处理，信源数检测（No. 61222106），2013.1-2015.12，100万元，结题（主持）

[8]. 国家自然科学基金重点项目: 复杂环境下服务机器人听觉系统与语音信号处理技术(No. U1713217)，2018.1-2021.12，360万元，结题（主持）

[9]. 国家自然科学基金重点项目: 大范围复杂动态场景安保机器人自主导航方法研究(No. U1913203)，2020.1-2023.12，275万元，在研（排名2）

[10]. 国家级重点项目，2022.1-2024.12，200万元，在研（排名2）

[11]. 国家自然科学基金重点项目：面向智慧城市的水资源多元数据融合与建模方法研究(No.U1501253)，2016.1-2019.12，271万元，结题（排名2）

[12]. 国家自然科学（香港）联合基金项目：多输入多输出雷达目标个数检测与定位的先进信号处理（NSFC-RGC联合基金）（No. 61161160564），2012.1-2014.12，46万元（港方100万港元），结题（主持）

[13]. 国家自然科学面上基金项目：适用于非均匀噪声的宽带欠定阵列信号处理（No. 61171187），2012.1-2015.12，60万元，结题（主持）

[14]. 国家自然科学青年基金项目：快时变信道中快速信源数检测及DOA估计方法研究，（No. 60702068），2008. 1-2010. 12，22万元，结题（主持）

[15]. 教育部“新世纪优秀人才”计划项目：未知噪声场中快速精确鲁棒的信号源检测与定位方法研究（No. NCET-09-0039），2010.1-2012.12，50万元，结题（主持）

[16]. 广东省“特支计划”领军人才项目：基于张量结构的阵列信号处理方法研究（No. 20171035），2018.1-2020.12，80万元，结题（主持）

[17]. 深圳市孔雀团队项目：单比特雷达成像及芯片设计（No. KQTD20210811090051046），2022.1-2026.12，1500万元，在研（主持）

（1）博士后/副研究员（约30名）：黄敏（深圳市高等职业技术学校，助理教授），赵博（我校，研究员），周汉飞（我校，副研究员），董郑（山东大学，教授），张亮（哈工程，副教授），李强（我校，助理教授），田茂新（TCL深圳研究院，研究员），何鑫（汕头大学，副教授），Mohamed Rihan (Bremen University, Germany, Research Fellow)，冯永攀（深圳市信息技术学院，助理教授），杨爱萍（我校，副研究员），陈龙（西北工业大学，副教授），陈新竹（我校，助理教授），赵源（深圳市人工智能与机器人研究院，助理研究员），刘仕奇（我校，副研究员），王悦（深圳市人工智能与机器人研究院，助理研究员），冯力方（我校，助理教授），司璀琪，刘秋晨，赖思佳等。

（2）博士（12名）：钱诚，曹明阳，肖宇航，石运梅，蒋争明，金胜杰，陈明阳，陈少武，陈贵童，叶俊杰，龙天尧，王伟等。

（3）硕士（60+名）：北理工培养4名，哈工大（深圳）培养23名，我校培养36名。

[1] Y.H. Xiao, L. Huang, D. Ramírez, C. Qian, H.C. So, “One-Bit Covariance Reconstruction with Non-zero Thresholds: Algorithm and Performance Analysis,” to appear in IEEE Transactions on Signal Processing (arXiv preprint arXiv:2303.16455)

[2] C. Si, B. Zhao, L. Huang, S. Liu, “A Convolutional De-quantization Network for Harmonics Suppression in One-bit SAR Imaging,” to appear in IEEE Transactions on Geoscience and Remote Sensing, 2023.

[3] X. Chen, L. Huang, F. Zhou, Q. Li and K.-B. Yu, “Performance Analysis of One-Bit Digital Beamforming,” to appear in IEEE Transactions on Aerospace Electronics and Systems, 2023

[4] M. Chen, Q. Li, L. Huang and M. Rihan, “One-Bit Cramér–Rao Bound of Direction of Arrival Estimation for Deterministic Signals,” to appear in IEEE Transactions on Circuits and Systems II: Express Briefs.

[5] G. Chen, L. Chen, W. Sun, Q. Li and L. Huang, “Deep Learning Aided Sound Source Localization: A Non-synchronous Measurement Approach,” IEEE Transactions on Instrumentation and Measurement, May 2023

[6] Y. Zhou, Y. Chen, X. Zhang, P. Lai, L. Huang and J. Jiang, “A Lightweight Recurrent Learning Network for Sustainable Compressed Sensing,” IEEE Transactions on Emerging Topics in Computational Intelligence, May 2023.

[7] X. Dong, G. Wang, K.C. Ho and L. Huang, “Rigid Body Localization in Unsynchronized Sensor Networks: Analysis and Solution,” to appear in IEEE Transactions on Wireless Communications.

[8] Z. Chen, J. Tang, L. Huang, Z.-Q. He, K.-K. Wong and J. Wang, “Robust Target Positioning for Reconfigurable Intelligent Surface Assisted MIMO Radar Systems,” IEEE Transactions on Vehicular Technology, DOI: 10.1109/TVT.2023.3284454, pp. 1-6, 2023.

[9] L. Feng, L. Huang, Q. Li and M. Chen, “Deterministic beamforming for unmanned aerial vehicle array,” to appear in IEEE Transactions on Vehicular Technology.

[10] Q. Li, L. Huang, W. Liu, X. Chen and L. Feng, “Cold-Start Satellite Signal Acquisition Aided by an Antenna Array in the Presence of Outliers,” IEEE Transactions on Vehicular Technology, vol. 72, no. 5, pp. 5847-5861, May 2023.

[11] L. Feng, L. Huang*, Q. Li, Z. He, M. Chen, “An off-grid iterative reweighted approach to one-bit direction of arrival estimation,” IEEE Transactions on Vehicular Technology, DOI: 10.1109/TVT.2023.3239003, 2023

[12] X. Chen, L. Huang*, Q. Li, H. Zhou, K.-B. Yu, and W. Yu, “One-Bit Digital Beamforming,” IEEE Transactions on Aerospace Electronics and Systems, DOI:10.1109/TAES.2022.3181257, 2023.

[13] Y.H. Xiao, D. Ram´ırez, P. J. Schreier, C. Qian, and L. Huang*, “One-Bit Target Detection in Collocated MIMO Radar and Performance Degradation Analysis,” IEEE Transactions on Vehicular Technology, vol. 71, no. 9, pp. 9363 – 9374, May 2022.

[14] Z.H. Zhou, L. Huang*, M.G. Christensen, S.L. Zhang, “Robust spectral analysis of multi-channel sinusoidal signals in impulsive noise environments,” IEEE Transactions on Signal Processing, vol. 70, pp. 919-935, Aug. 2021.

[15] Z.-M. Jiang, M. Rihan, P. Zhang, L. Huang*, Q. Deng, J. Zhang and E. M. Mohamed, “Intelligent reflecting surface aided dual-function radar and communication system,” IEEE Systems Journal, vol. 16, no. 1, pp. 475-486, Feb. 2021.

[16] X. Ke, Y. Zhao and L. Huang*, “On accurate source enumeration: A new Bayesian information criterion,” IEEE Transactions on Signal Processing, vol. 69, pp. 1012-1027, Jan. 2021.

[17] B. Zhao, L. Huang*, and B. Jin, “Strategy for SAR imaging quality improvement with low-precision sampled data,” IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 4, pp. 3150-3160, April 2021.

[18] Y. Wang, G. Wang, S. Chen, K. C. Ho, and L. Huang*, “Rigid body localization using angle measurements,” IEEE Transactions on Signal Processing, vol. 68, pp. 5457-5472, 2020.

[19] B. Zhao, L. Huang* and W. Bao, “One-bit SAR imaging based on single-frequency thresholds,” IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no.9, pp. 7017-7032, Sep. 2019.

[20] C. Qian, Y. Shi, L. Huang* and H.C. So, “Majorization minimization for robust harmonic retrieval,” IEEE Transactions on Signal Processing, vol. 66, no. 23, pp. 6310-6324, Dec. 2018.

[21] M. Rihan and L. Huang*, “Optimum co-design of spectrum sharing between MIMO radar and MIMO communication systems: An interference alignment approach,” IEEE Transactions on Vehicular Technology, vol. 62, no. 12, pp. 11667- 11680, Dec. 2018.

[22] B. Zhao, L. Huang*, J. Li, P. Zhang and C. He, “Deceptive SAR jamming based on one-bit sampling and time-varying thresholds,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 11, no. 1, pp. 939-950, Mar. 2018

[23] B. Zhao, L. Huang*, J. Li and P. Zhang, “Target reconstruction from deceptively jammed single-channel SAR,” IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 1, pp. 152-167, Jan. 2018.

[24] Y.H. Xiao, L. Huang*, J. Xie and H.C. So, “Accurate distribution of locally most powerful invariant test for independence: Complex case,” IEEE Transactions on Information Theory, vol. 63, no. 3, pp. 1784-1799, Mar. 2018.

[25] C. Qian, N.D. Sidiropoulos, X. Fu, L. Huang and J. Xie, “Inexact alternating optimization for phase retrieval in the presence of outliers,” IEEE Transactions on Signal Processing, vol. 65, no. 22, pp. 6069-6082, Nov. 2017

[26] Z. Dong, H. Chen, J.-K. Zhang and L. Huang*, “On non-orthogonal multiple access with finite-alphabet inputs in z-channels,” IEEE Journal of Selected Area in Communications, vol. 35, no. 12, pp. 2829-2845, Dec. 2017.

[27] C. Qian, L. Huang*, H.C. So and J. Xie, “PUMA: An improved realization of MODE for DOA estimation,” IEEE Transactions on Aerospace and Electronic Systems, vol.53, no. 5, pp. 2128-2139, Oct. 2017.

[28] J. Xu, G. Liao, L. Huang and H.C. So, “Robust adaptive beamforming for fast moving target detection with FDA-STAP radar,” IEEE Transactions on Signal Processing, vol.65, no.4, pp.973-984, Feb. 2017.

[29] C. Qian, N.D. Sidiropoulos, K. Huang, L. Huang* and H.C. So, “Phase retrieval using feasible point pursuit: Algorithms and Cramér-Rao bound,” IEEE Transactions on Signal Processing, vol.64, no.20, pp.5282-5296, Oct. 2016.

[30] B. Liao, S.C. Chan, L. Huang*, and C. Guo, “Iterative methods for subspace and DOA estimation in nonuniform noise,” IEEE Transactions on Signal Processing, vol. 64, no. 12, pp. 3008-3020, Jun. 2016.

[31] C. Qian, L. Huang*, H.C. So and N.D. Sidiropoulos, “Enhanced PUMA for direction-of-arrival estimation and its performance analysis,” IEEE Transactions on Signal Processing, vol. 64, no. 16, pp. 4127-4137, Oct. 2016.

[32] L. Huang*, Y. Xiao, K. Liu, H.C. So and J.-K. Zhang, “Bayesian information criterion for source enumeration in large-scale adaptive antenna array” IEEE Transactions on Vehicular Technology, vol.65, no. 5, pp. 3018-3032, May 2016.

[33] J. Xu, S. Zhu, G. Liao, and L. Huang*, “Response vector constrained robust LCMV beamforming based on semidefinite programming,” IEEE Transactions on Signal Processing. vol. 63, no. 21, pp. 5720-5732, Nov. 2015

[34] L. Huang*, C. Qian, H.C. So and J. Fang, “Source enumeration for large array using shrinkage-based detectors with small samples” IEEE Transactions on Aerospace and Electronic Systems, vol. 51, no. 1, pp.334-357, Jan. 2015.

[35] C. Qian, L. Huang*, H.C. So, N.D. Sidiropoulos and J. Xie, “Unitary PUMA algorithm for estimating the frequency of a complex sinusoid” IEEE Transactions on Signal Processing, vol. 63, no. 20, pp. 5358-5368, Oct. 2015.

[36] J. Xu, S. Zhu, G. Liao, L. Huang*, and H.C. So, “Joint range and angle estimation using MIMO radar with frequency diverse array,” IEEE Transactions on Signal Processing, vol. 63, no. 13 pp. 3396-3410, Jul. 2015.

[37] L. Huang*, J. Fang, K. Liu, H.C. So and H. Li, “An eigenvalue-moment-ratio approach to blind spectrum sensing for cognitive radio under sample-starving environment” IEEE Transactions on Vehicular Technology, vol. 64, no. 8, pp. 3465-3480, Aug. 2015.

[38] L. Huang*, Y. Xiao and Q.T. Zhang, “Robust spectrum sensing for noncircular signal in multiantenna cognitive receivers,” IEEE Transactions on Signal Processing. vol. 63, no. 2, pp. 498-511, Jan. 2015.

[39] L. Huang*, Y. Xiao, H.C. So and J. Fang, “Accurate performance analysis of Hadamard ratio test for robust spectrum sensing,” IEEE Transactions on Wireless Communications, vol. 14, no. 2, pp.750-758, Feb. 2015.

[40] Y. Shi, L. Huang*, C. Qian, and H.C. So, “Shrinkage linear and widely-linear complex-valued least mean squares algorithms for adaptive beamforming” IEEE Transactions on Signal Processing. vol. 61, no. 1, pp. 119-131, Jan. 2015.

[41] L. Huang*, C. Qian, Y. Xiao and Q.T. Zhang, “Performance analysis of volume-based spectrum sensing for cognitive radio,” IEEE Transactions on Wireless Communications, vol. 14, no. 1, pp. 317-330, Jan. 2015.

[42] W. Sun, H.C. So, F.K.W. Chan, L.T. Huang and L. Huang*, “Approximate subspace- based iterative adaptive approach for fast two-dimensional spectral estimation,” IEEE Transactions on Signal Processing, vol.62, no.12, pp.3220-3231, Jun. 2014.

[43] L. Huang* and H.C. So, “Source enumeration via MDL criterion based on linear shrinkage estimation of noise subspace covariance matrix,” IEEE Transactions on Signal Processing, vol. 61, no. 19, pp.4806-4821, Oct. 2013.

[44] W.J. Zeng, H.C. So and L. Huang*, “lp-MUSIC: Robust direction-of-arrival estimator for impulsive noise environments,” IEEE Transactions on Signal Processing, vol.61, no.17, pp.4296-4308, Sep. 2013.

[45] W. Sun, H.C. So, F.K.W. Chan and L. Huang*, “Tensor approach for eigenvector-based multi-dimensional harmonic retrieval,” IEEE Transactions on Signal Processing, vol.61, no. 13, pp. 3378-3388, Apr. 2013.

[46] L.T. Huang, Y. Wu, H.C. So, Y. Zhang and L. Huang, “Multidimensional sinusoidal frequency estimation using subspace and projection separation approaches,” IEEE Transactions on Signal Processing, vol. 60, no. 10, pp. 5536-5543, Oct. 2012.

[47] L. Huang*, Q.T. Zhang and L.L. Cheng, “Information theoretic criterion for stopping turbo iteration,” IEEE Transactions on Signal Processing, vol. 59, no. 2, pp. 848-853, Feb. 2011.

[48] L. Huang*, T. Long, E. Mao and H.C. So, “MMSE-based MDL method for robust estimation of number of sources without eigendecomposition,” IEEE Transactions on Signal Processing, vol. 57, no. 10, pp. 4135-4142, Oct. 2009.

[49] L. Huang*, T. Long and S. Wu, “Source enumeration for high-resolution array processing using improved Gerschgorin radii without eigendecomposition,” IEEE Transactions on Signal Processing, vol. 56, no. 12, pp. 5916-5925, Dec. 2008.

[50] L. Huang*, S. Wu and X. Li, “Reduced-rank MDL method for source enumeration in high-resolution array processing,” IEEE Transactions on Signal Processing, vol. 55, no. 12, pp. 5658-5667, Dec. 2007.

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