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Dr. Lei Huang

Professor of Electronic & Information Engineering

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My posted MATLAB .m files may be used, however, you please, on the condition that you cite my corresponding paper in your bibliography.

Journal Article (Selected)
  1. L. Zhang, L. Huang,B. Li, J. Yin, W. Bao,“Sensing matrix design for MMV compressive sensing: An MVDR approach,” to appear in IEEE Transactions on Vehicular Technology. [Code]

  2. L. Zhang, L. Huang,B. Li, M. Huang, J. Yin, W. Bao,“Fast-moving jamming suppression for UAV navigation: A minimum dispersion distortionless response beamforming approach,” to appear in IEEE Transactions on Vehicular Technology. [Code]

  3. S. Zhu, G. Liao, J. Xu, L. Huang and H. C. So, “Robust STAP based on magnitude and phase constrained iterative optimization,” to appear in IEEE Sensor Journal. [Code]

  4. M. Huang, L. Huang, W. Sun, W. Bao and J. Zhang, “Sparse Bayesian learning assisted CFO estimation using nonnegative Laplace priors,” to appear in IEEE Transactions on Vehicular Technology. [Code]

  5. Y.-H. Xiao, J. Xie, L. Huang, and H. C. So, “Multi-antenna assisted source detection with Toeplitz noise covariance,” to appear in IEEE Signal Processing Letters. [Code]

  6. B. Zhao and L. Huang, “One-bit SAR imaging based on single-frequency thresholds,” to appear in IEEE Transactions on Remote Sensing. [Code]

  7. M. M. Selim, M. Rihan, Y. Yang, L. Huang, Z. Quan and J. Ma,“On the outage probability and power control of D2D underlying NOMA UAV-assisted networks,”IEEE Access, vol. 7, pp. 16525-16536, Jan. 2019. [Code]

  8. Y. Yang, J. Luo, L. Huang and Q. Liu,“A many-objective evolutionary algorithm with epsilon-indicator direction vector,”Applied Soft Computing, vol. 76, pp. 326-355, Mar. 2019. [Code]

  9. M.-Y. Cao, X. Mao, X. Long, and L. Huang,“Tensor approach for coherent signals DOA estimation with an electromagnetic vector sensor array,” Sensor, vol. 18, no. 12, pp. 1-22, Dec. 2018. [Code]

  10. B. Zhao, L. Huang and W. Sun,“Target reconstruction in deceptively jammed SAR via ADMM,” IEEE Sensor Journal, pp. 1-8, Oct. 2018. [Code]

  11. W. Sun, L. Huang, H.C. So and J. Wang,“Orthogonal Tubal rank-1 tensor pursuit for tensor completion," Signal Processing, vol. 157, pp. 213-224, Apr. 2019. [Code]

  12. W. Liu, J. Liu, L. Huang, and Y. Wang,“Performance analysis of reduced-dimension subspace signal filtering and detection in sample-starved environment,” Journal of the Franklin Institute, vol. 356, no. 1, pp. 629-653, Jan. 2019. [Code]

  13. Y. Xu, X. Shi, W. Li, J. Xu and L. Huang,“Low-sidelobe range-angle beamforming with FDA using multiple parameter optimization,” IEEE Transactions on Aerospace and Electronic Systems, pp. 1-11, Nov. 2018. [Code]

  14. M. Rihan and L. Huang,“Non-orthogonal multiple access based cooperative spectrum sharing between MIMO radar and MIMO communication systems,” Digital Signal Processing, vol. 83, pp. 107-117, Dec. 2018. [Code]

  15. 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. [Code]

  16. 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. [Code]

  17. M. Rihan and L. Huang,“Joint interference alignment and power allocation for multi-user MIMO-NOMA systems,” EURASIP Journal on Advances in Signal Processing, vol. 2018, pp. 1-13, Sep. 2018.. [Code]

  18. Z. Dong, H. Chen, J.-K. Zhang,, L. Huang and B. Vucetic, “Uplink non-orthogonal multiple access with finite-alphabet inputs,” IEEE Transactions on Wireless Communications, vol. 17, no. 9, pp. 5743-5758, Sep. 2018. [Code]

  19. H. Zhou, L. Huang and J. Li, “Efficient sampling of spectrally sparse signals by one-bit random demodulator,” Digital Signal Processing, vol. 81, pp. 1-7, Oct. 2018. [Code]

  20. Q. Li, L. Huang , W. Liu, W. Sun, and P. Zhang,“A fast gradient-based iterative algorithm for undersampled phase retrieval,” IEEE Transactions on Aerospace and Electronic Systems, vol. 54, no. 4, pp. 2086-2090, Aug. 2018. [Code]

  21. W. Sun, Y. Chen, L. Huang and H.C. So, “Tensor completion via generalized tensor tubal rank minimization using general unfolding,” IEEE Signal Processing Letters, vol. 25, no. 6, pp. 868-872, 2018. [Code]

  22. J. Wang, W. Sun, L. Huang, and J. Zhang,“Accurate and computationally efficient interpolation based method for two dimensional harmonic retrieval,” Digital Signal Processing, vol. 78, pp. 108-120, Jul. 2018. [Code]

  23. 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. [Code]

  24. Y.-H. Xiao, L. Huang, J.-K. Zhang, J. Xie and H. C. So,“Performance analysis of locally most powerful invariant test for sphericity of Gaussian vectors in MIMO radar,”IEEE Transactions on Vehicular Technology, vol. 67, no. 7, pp. 5868-5882, July 2018. [Code]

  25. 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. [Code]

  26. H. F. Zhou, L. Huang, H. C. So, and J. Li,“G-MUSIC based DOA estimate of single source with RLA,” Signal Processing, vol. 142, pp. 513-521, 2018. [Code]

  27. Y. Liu, G. Liao, J. Xu, Z. Yang, L. Huang, Y. Zhang, “Transmit power adaptation for OFDM integrated radar and communication systems,”Journal of Applied Remote Sensing, vol. 11, no. 3, pp. 1-17, Sep. 2017. [Code]

  28. Y. 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. 1-16, Mar. 2018. [Code]

  29. Q. Li, L. Huang, H. C. So, H. Xue and P. Zhang,“Beampattern synthesis for FDA-radar via reweighted l(1)-norm iterative phase compensation,” IEEE Transactions on Aerospace and Electronic Systems, vol. 54, no. 1, pp. 467-475, Feb. 2018. [Code]

  30. W. Liu, Y.-L. Wang, J. Liu, L. Huang, and C. Hao, “Performance analysis of adaptive detectors in subspace interference and Gaussian noise,” IEEE Transactions on Aerospace and Electronic Systems, vol. 54, no. 1, pp. 429-441, Feb. 2018. [Code]

  31. 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. [Code]

  32. 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. [Code]

  33. M. Huang, L. Huang, C. Guo, P. Zhang, J. Zhang and L.-L. Yang,“Carrier frequency offset estimation in uplink OFDMA systems: An approach relying on sparse recovery,”IEEE Transactions on Vehicular Technology, vol. 66, no. 10, pp. 9592-9597, May 2017. [Code]

  34. L. Zhang, B. Li, L. Huang, Kiruba and H.C. So, “Robust minimum dispersion distortionless response beamforming against fast-moving interferences,” Signal Processing, vol. 140, pp. 190-197, 2017. [Code]

  35. Z.-Q. He, Z.-P. Shi, H. Li, J. Fang and L. Huang, “A robust iteratively reweighted l2 approach for spectral compressive sensing in impulsive noise,” IEEE Signal Processing Letters, vol. 24, no. 7, pp. 938-942, Jul. 2017. [Code]

  36. B. Zhao, L. Huang and J. Zhang, “Single channel SAR deception jamming suppression via dynamic aperture processing,” IEEE Sensor Journal, vol. 17, no. 13, pp. 4225-4230, Apr. 2017. [Code]

  37. Y. Xu, X. Shi, J. Xu, L. Huang, and W. Li, “Range-angle-decoupled beampattern synthesis with subarray-based frequency diverse array,” Digital Signal Processing, vol. 64, pp. 49-59, May 2017. [Code]

  38. J. Guan, X. Wang. W.-W. Wang and, and L. Huang, “Sparse blind speech deconvolution with dynamic range regularization and indicator function,”Circuit System and Signal Processing, vol. 36, no. 10, pp 4145-4160, Oct. 2017. [Code]

  39. X. Lin, L. Huang, C. Guo, M. Huang, P. Zhang and J. Zhang, “Energy-efficient resource allocation in TDMS based wireless powered communication networks,” IEEE Communications Letters, vol. 21, no. 4, pp. 861-864, Apr. 2017. [Code]

  40. L. Zhang, B. Liao, L. Huang, C. Guo, “An eigendecomposition-based approach to blind beamforming in a multipath environment,” IEEE Communications Letters, vol. 21, no. 2, pp. 322-325, Feb. 2017. [Code]

  41. B. Liao, C. Guo, L. Huang, Q. Li and H.C. So, “Robust adaptive beamforming with precise main beam control,” IEEE Transactions on Aerospace and Electronic Systems, vol. 53, no. 1, pp. 345-356, Feb. 2017. [Code]

  42. C. Qian, L. Huang, M.Y. Cao, 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. [Code]

  43. W. Liu, J. Liu, L. Huang Z. Yang, and Y.-L. Wang,“Distributed target detectors with capabilities of mismatched subspace signal rejection," IEEE Transactions on Aerospace and Electronic Systems, vol. 53, no. 2, pp. 888-900, Apr. 2017. [Code]

  44. M. Huang, L. Huang, W. Sun, J. Zhang, H.C. So, “Accurate signal detection for BPSK-OFDM systems in time-varying channels,” Digital Signal Processing, pp. 370-379, vol. 60, Jan. 2017. [Code]

  45. B. Zhao, L. Huang, F. Zhou and J. Zhang, “Performance improvement of deception jamming against SAR based on condition number minimization,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 10, no. 3, pp. 1039-1055, Mar. 2017. [Code]

  46. 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. [Code]

  47. J. Xu, G. Liao, Y. Zhang, H. Ji and L. Huang, “An adaptive range-angle-doppler processing approach for FDA-MIMO radar using three-dimensional localization,” IEEE Journal of Selected Topics in Signal Processing, vol. 11, no. 2, pp. 309-320, Mar. 2017. [Code]

  48. C. Guo, L. Huang, B. Liao, “Time allocation and load balancing in multi-cell wireless powered communication networks,” IEEE Access, vol. 4, pp. 7795-7805, Nov. 2016. [Code]

  49. B. Liao, L. Huang, C. Guo, H.C. So, “New approaches to direction-of-arrival estimation with sensor arrays in unknown nonuniform noise,”IEEE Sensor Journal, vol. 16, no. 24, pp. 8982-8989, Dec. 2016. [Code]

  50. 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. [Code]

  51. B. Liao, C. Guo, L. Huang, Q. Li, G. Liao and H.C. So, “Robust adaptive beamforming with random steering vector mismatch,” Signal Processing, vol.129, pp.190-194, Dec. 2016. [Code]

  52. Q. Li, B. Liao, L. Huang, C. Guo, G. Liao, S. Zhu, “A robust STAP method for airborne radar with array steering vector mismatch,” Signal Processing, vol. 128, pp. 198-203, Nov. 2016. [Code]

  53. B. Liao, J. Wen, L. Huang, C. Tao and S. C. Chan, “Direction finding with partly calibrated uniform linear arrays in nonuniform noise,” IEEE Sensor Journal, vol. 61, no. 12, pp. 4882-4890, June 2016. [Code]

  54. W. Liu, J. Liu, X. Zheng, W. Xie, L. Huang and Y. Wang,“Statistical performance analysis of the adaptive orthogonal rejection detector,” IEEE Signal Processing Letters, vol. 23, no. 6, pp. 873-877, June 2016. [Code]

  55. C. Qian, L. Huang, N.D. Sidiropoulos and H.C. So, “Enhanced PUMA for direction-of-arrival estimation and its performance analysis,” IEEE Transactions on Signal Processing, vol. 63, no. 20, pp. 5358-5368, Oct. 2016. [Code]

  56. C. Guo, B. Liao, L. Huang, P. Zhang, M. Huang and J. Zhang, “On proportional fairness in power allocation for two-tone spectrum-sharing networks,” IEEE Transactions on Vehicular Technology, vol. 65, no. 12, pp. 10090-10096, Dec. 2016. [Code]

  57. Y. Hou, Y. Fang and L. Huang, “3D sparse signal recovery via 3D orthogonal matching pursuit,” Journal of Systems Architecture, vol. 64, pp. 3-10, Mar. 2016. [Code]

  58. C. Guo, B. Liao, L. Huang, Qiang Li and X. Lin, “Convexity of fairness-aware resource allocation in wireless powered communication networks,” IEEE Communication Letters, vol. 20, no. 3, pp. 474-477, March 2016. [Code]

  59. K. Liu, J.C.L. Cost, H.C. So, L. Huang and J. Ye, “Detection of number of components in CANDECOMP/PARAFAC models via information theoretic criteria,”Digital Signal Processing, vol. 51, pp. 110-123, April 2016. [Code]

  60. 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. [Code]

  61. C. Guo, B. Liao, L. Huang, X. Lin and J. Zhang, “On convexity of fairness-aware energy-efficient power allocation in spectrum-sharing ntworks,” IEEE Communications Letters, vol. 20, no. 3, pp. 534-537, March 2016. [Code]

  62. K. Liu, L. Huang, H.C. So, J. Ye, “Multidimensional folding for sinusoidal order selection,” Digital Signal Processing, vol. 48, pp. 349-360, Jan. 2016. [Code]

  63. 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. [Code]

  64. W. Liu, J. Liu, L. Huang, and Y. Wang,“Robust GLRT approaches to signal detection in the presence of spatial-temporal uncertainty,” Signal Processing, vol. 118, pp.272-284, Jan. 2016. [Code]

  65. J. Xu, G. Liao, S. Zhu, 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. [Code]

  66. J. Xu, G. Liao, S. Zhu, and L. Huang, “Joint magnitude and phase constrained STAP approach,” Digital Signal Processing , vol. 46, pp. 32-40, Nov. 2015 [Code]

  67. W. Liu, J. Liu, L. Huang, D. Zou and Y. Wang,“Rao test for distributed target detection in interference and noise,” Signal Processing, vol. 117, pp. 333-342, December 2015. [Code]

  68. H. Duan, L. Zhang, J. Fang, L. Huang, and H. Li,“Pattern-coupled sparse bayesian learning for inverse synthetic aperture radar imaging,” IEEE Signal Processing Letters, vol. 22, no. 11, pp. 1995-1999, Nov. 2015. [Code]

  69. 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. [Code]

  70. J. Xu, G. Liao, S. Zhu, 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 [Code]

  71. C. Qian, L. Huang, Y. Xiao, and H.C. So, “Two-step reliability test based unitary root-MUSIC for direction-of-arrival estimation,” Digital Signal Processing, vol. 44, pp. 68-75, September 2015. [Code]

  72. F.K.W. Chan, H.C. So, L. Huang and L.T. Huang, “Parameter estimation and identifiability in bistatic multiple-input multiple-output radar,” IEEE Transactions on Aerospace and Electronic Systems, vol. 51, no. 3, pp. 2047-2056, Jul. 2015. [Code]

  73. C. Qian, L. Huang, Y. Xiao, and H.C. So, “Localization of coherent signals without source number knowledge in unknown spatially correlated Gaussian noise,” Signal Processing , vol.111, no.6, pp.170-178, Jun. 2015 . [Code]

  74. Y. Shi, L. Huang, C. Qian, and H.C. So, “Direction-of-arrival estimation for noncircular sources via structured least squares–based ESPRIT using three-axis crossed array,” IEEE Transactions on Aerospace and Electronic Systems, vol. 51, no. 2, pp. 1267-1278, Apr. 2015. [Code]

  75. F. Li, J. Fang, H. Li, and L. Huang, “Robust one-bit Bayesian compressed sensing with sign-flip errors,” IEEE Signal Processing Letters, vol. 22, no. 7, pp. 857-861, Jul. 2015. [Code]

  76. 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. [Code]

  77. 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. [Code]

  78. 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. [Code]

  79. 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. [Code]

  80. Z.Q. He, Z.P. Shi, L. Huang and H.C. So, “Underdetermined DOA estimation for wideband signals using robust sparse covariance fitting,” IEEE Signal Processing Letters, vol. 22, no, 4, pp. 435-439, Apr. 2015 [Code]

  81. 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. [Code]

  82. 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. [Code]

  83. J. Lv, L. Huang, Y. Shi and X. Fu, “Inversed synthetic aperture radar imaging via modified smoothed ell_0 norm,” IEEE Antenna and Wireless Propagation Letters, vol. 13, pp. 1235-1238, Jun. 2014, DOI: 10.1109/LAWP.2014.2332639 [Code]

  84. M. Cao, L. Huang, C. Qian, J. Xue and H. C. So, “Underdetermined DOA estimation of quasi-stationary signals via Khatri-Rao structure for uniform circular array,” Signal Processing, vol.106, no.1, pp.41-48, Jan. 2015. [Code]

  85. C. Qian, L. Huang, W.J. Zeng, and H.C. So, “Direction-of-arrival estimation for coherent signals without knowledge of source number,” IEEE Sensor Journal, vol.14, no.9, pp.3267-3273, Sep. 2014. [Code]

  86. F.K.W. Chen, H.C. So, L. Huang and L.T. Huang, “Underdetermined direction-of-departure and direction-of-arrival estimation in bistatic multiple-input multiple-output radar,”Signal Processing, vol.104, no.11, pp.284-290, Nov. 2014. [Code]

  87. W. Sun, H. C. So, Y. Chen, 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. [Code]

  88. J. Fang, X. Li, H. Li, and L. Huang, “Precoding for decentralized detection of unknown deterministic signals in multisensor systems,” IEEE Transactions on Aerospace and Electronic Systems, vol. 50, no. 3, pp. 2116-2128, Jul. 2014. [Code]

  89. Z.Q. He, Z.P. Shi,and L. Huang, “Covariance sparsity-aware DOA estimation for nonuniform noise,” Digital Signal Processing, vol. 28, pp. 75-81, May 2014. [Code]

  90. L. Huang, H. C. So and C. Qian, “Volume-based method for spectrum sensing,” Digital Signal Processing, vol. 28, pp. 48-56, May 2014. [Code]

  91. C. Qian, L. Huang and H. C. So, “Improved unitary Root-MUSIC for DOA estimation based on pseudo-noise resampling,” IEEE Signal Processing Letters, vol. 21, no. 2, pp. 140-144, Feb. 2014. [Code]

  92. C. Qian, L. Huang and H. C. So, “Computationally efficient ESPRIT algorithm for direction-of-arrival estimation based on Nystrom method,” Signal Processing, vol. 94, pp. 74–80, Jan. 2014. [Code]

  93. K. Liu, H. C. So, J. C. L. Cost, F. Romer and L. Huang, “Efficient source enumeration for accurate direction-of-arrival estimation in threshold region,” Digital Signal Processing, vol. 23, no. 5, pp. 1668-1677, Sep. 2013. [Code]

  94. 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. [Code]

  95. 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. 5, no. 99, May 2013. [Code]

  96. 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. [Code]

  97. K. Liu, J. P. C. L. Cost, H. C. So and L. Huang, “Subspace techniques for multidimensional model order selection in colored noise,” Signal Processing, vol. 93, no. 7, pp. 1976-1987, Jul. 2013. [Code]

  98. 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. [Code]

  99. 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. [Code]

  100. L. Huang, S. Wu and E. Mao, “Recursion subspace-based method for bearing estimation: a comparative study,” Chinese Journal of Electronics, no. 3, pp. 477-480, July 2010. [Code]

  101. 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. [Code]

  102. L. Huang, T. Long, E. Mao and H. C. So, “MMSE-based MDL method for accurate source number estimation,” IEEE Signal Processing Letters, vol. 16, no. 9, pp. 798-801, Sep. 2009. [Code]

  103. 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. [Code]

  104. 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. [Code]

  105. L. Huang and S. Wu, “Low-complexity MDL method for accurate source enumeration,” IEEE Signal Processing Letters, vol. 14, no. 9, pp. 581-584, Sep. 2007. [Code]

  106. L. Huang, S. Wu, L. Zhang and D. Feng, “Computationally efficient direction-of-arrival estimation based on partial a priori knowledge of signal sources,” EURASIP Journal on Applied Signal Processing, vol. 2006, pp. 1-7, 2006. [Code]

  107. L. Huang, D. Feng, S. Wu and L. Zhang, “Computationally efficient method of signal subspace fitting for direction-of-arrival estimation,” IEICE Transactions on Communications, vol. 88, Aug. 2005, pp. 3408-3415. [Code]

  108. L. Huang, S. Wu, D. Feng, and L. Zhang, “Low complexity method for signal subspace fitting,” IEE Electronics Letters, vol. 40, no. 14, Jul. 2004. [Code]

Conference Proceedings (Selected)


  1. L. Zhang, L. Huang, B. Zhao, and B. Li,“Adaptive sensing matrix design for greedy algorithms in MMV compressive sensing,” Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 12-17 May 2019, Brighton, UK.

  2. Q. Li, W. Liu, L. Huang, W. Sun and P. Zhang,“A fast undersampled phase retrieval algorithm via gradient iteration,”Proceedings of IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM), Sheffield, UK, July 2018.

  3. B. Zhao, L. Huang , L. Zhang, Q. Li and M. Huang,“An ADMM based target reconstruction approach for deceptively jammed SAR,”Proceedings of IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM), Sheffield, UK, July 2018.

  4. C. Qian, Y. Shi, L. Huang and H. C. So,“Robust spectrum estimation via majorization minimization,” Proceedings of IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM), Sheffield, UK, July 2018.

  5. M. Huang and L. Huang,“Sparse recovery assisted DOA estimation utilizing sparse Bayesian learning,” Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 15-20 April 2018, Calgary, Alberta, Canada.

  6. Z. Dong, H. Chen, J.-K. Zhang, L. Huang and B. Vucetic,“Finite-alphabet NOMA for two-user uplink channel,” Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 15-20 April 2018, Calgary, Alberta, Canada.

  7. L. Zhang, L. Huang, P. Zhang and Q. Li,“Robust MDDR beamforming for sub-gaussian signals in the presence of fast-moving interferences,” Proceedings of IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)Curacao, Dutch, pp. 1-4, December 10-13, 2017.

  8. Z. Dong, J.-K. Zhang, and L. Huang, “Multi-users space-time modulation with QAM division for massive uplink communications,” Proceedings of IEEE International Symposium on Information Theory (ISIT), Aachen, Germany, pp. 1087-1091, June 25 to 30, 2017.

  9. B. Liao, C. Guo, L. Huang, Q. Li and H.C .So “A robust beamformer with main beam control,” Proceedings of IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2016), Rio de Janeiro, Brazil, July 2016

  10. C. Qian, X. Fu, N. D. Sidiropoulos and L. Huang, “Inexact alternating optimization for phase retrieval with outliers,” Proceedings of the 2016 24th European Signal Processing Conference (EUSIPCO), Budapest, Hungary, Augest 2016

  11. Y.-H.Xiao, L. Huang, J.Xie and H.C.So, “Accurate asymptotic analysis for John’s test in multichannel signal detection,” Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), March 2016, Shanghai, China

  12. Z.-Q.He, Z.-P.Shi, L. Huang, H.Li and H.C.So, “Sparse recovery of multiple measurement vectors in impulsive noise: A smooth block successive minimization algorithm,” Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), March 2016, Shanghai, China

  13. C.Qian, N.Sidiropoulos, K.Huang, L. Huang and H.C.So, “Least squares phase retrieval using feasible point pursuit,” Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), March 2016, Shanghai, China

  14. W.Sun, X.Lin, H.C.So, L. Huang and Q.Li, “Iteratively reweighted tensor SVD for robust multi-dimensional harmonic retrieval,” Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), March 2016, Shanghai, China

  15. M. Huang, L. Huang, W. Sun, Q. Li and P. Zhang, “BPSK-OFDM signal detection in time-varying channels using prior information,” Proceedings of Asia-Pacific Signal and Information Processing Association (APSIPA), December 16-19 2015, Hong Kong

  16. Z.-Q. He, Z.-P. Shi, L. Huang and H.C. So, “Iterative reweighted sparse reconstruction for impulse noise,” Proceedings of IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP 2015), July 2015,Chengdu, China.[Code]

  17. M.-Y. Cao, L. Huang, W.-X. Xie and H.C. So, “Interpolation array technique for direction finding via Taylor series fitting,” Proceedings of IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP 2015), July 2015,Chengdu, China.[Code]

  18. Y. Shi, L. Huang, C. Qian, Y. Wang, W. Xie, H.C. So, “A novel worst-case robust beamformer based on interference-plus-noise covariance reconstruction and uncertainty level estimation,” Proceedings of IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP 2015), July 2015,Chengdu, China.[Code]

  19. Y. Wang, L. Huang, and Y. Shi, “Robust widely linear adaptive MVDR beamformer based on interference-plus-noise covariance matrix and steering vector estimation,” Proceedings of IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP 2015), July 2015,Chengdu, China.[Code]

  20. B. Liao, L. Huang and S. C. Chan, “DOA estimation under the coexistence of nonuniform noise and mutual coupling,” Proceedings of IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP 2015), July 2015,Chengdu, China.[Code]

  21. B. Liao, L. Huang and S. C. Chan, “Improved cumulant-based methods for direction finding with mutual coupling effect,” Proceedings of the 20th International Conference on Digital Signal Processing (DSP 2015), July 2015, Sigapore.[Code]

  22. J. Xue and L. Huang, “An improved cross-correlation approach to parameter estimation based on fractional Fourier transform for ISAR motion compensation,” Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015), April 2015, Brisbane, Australia [PDF] [Code]

  23. C. Qian, L. Huang, Y. Shi and H.C. So,“Joint direction-of-arrival and frequency estimation without source enumeration,” Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015), April 2015, Brisbane, Australia [PDF] [Code]

  24. R. Li, L. Huang, Y. Shi and H. C. So, “Gerschgorin disk-based robust spectrum sensing for cognitive radio,” Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014), May 2014, Florence, Italy [PDF] [Code]

  25. C. Qian, L. Huang, Y. Shi and H. C. So, “Joint angle and frequency estimation using structured least squares,” Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014), May 2014, Florence, Italy [PDF] [Code]

  26. Y. Wang, L. Huang and Y. Shi, “Robust widely linear reduced-rank adaptive beamforming based on joint iterative optimization,” IEEE International Conference on Instrumentation, Measurement, Computer, Communication and Control (IMCCC), Harbin, China, 18-20 September, 2014.

  27. Y. Shi and L. Huang , “Optimal eigenspace-based widely linear beamformer for noncircular signals,” IEEE International Conference on Instrumentation, Measurement, Computer, Communication and Control (IMCCC), Harbin, China, Dec. 2013.

  28. K. Liu, H. C. So, J. P. C. L. Costa and L. Huang, “Core consistency diagnostic aided by reconstruction error for accurate enumeration of the number of components in PARAFAC models,” Proceedings of IEEE International Acoustics, Speech, and Signal Processing, 2013, Vancouver, Canada, 26-31 May 2013. [PDF] [Code]

  29. K. Liu, J. P. C. L. Costa, H.C. So, F. Roemer, L. Huang, and R. T. Sousa Jr, “On the use of order selection rules for accurate parameter estimation in threshold region,” Proceedings of the 21st European Signal Processing Conference (EUSIPCO 2013), Marrakech, Morocco, 9-13 Sept. 2013, pp. 1-5. [PDF] [Code]

  30. C. Qian, and L. Huang, “A low-complexity Nystr?m-based algorithm for array subspace estimation,” Proceedings of the IEEE International Conference on Instrumentation, Measurement, Computer, Communication and Control (IMCCC), Beijing, China, Oct. 2012, pp. 941-944. [Code]

  31. K. Liu, H. C. So and L. Huang, “A multi-dimensional model order selection criterion with improved identifiability,” Proceedings of IEEE International Acoustics, Speech, and Signal Processing, 2012, Kyoto, Japan, 25-30 March 2012. [PDF] [Code]

  32. L. Huang, and S. Wu, “High-resolution direction finding for MIMO radar systems without eigendecomposition,” Proceedings of the IEEE International Conference on Instrumentation, Measurement, Computer, Communication and Control (IMCCC), Beijing, China, Oct. 2012, pp. 941-944.. [PDF] [Code]

  33. L. Huang, T. Long and E. Mao, “Estimation of the number of sources by using an MMSE-based MDL criterion without eigendecomposition,” Proceedings of the International Conference on Signal Processing System, 2009 (ICSPS 2009), 15-17 may 2009, Singapore. [Code]

  34. L. Huang, T. Long and E. Mao, “Robust estimation of the number of sources using an MMSE-based MDL method,” Proceedings of the IET International Radar Conference 2009, 20-22, April 2009, Guilin, China. [Code]

  35. L. Huang, L. Cai, X. Li and S. Wu, “Recursion subspace-based method for bearing estimation,” Proceedings of the Third International Workshop on Signal Design and Its Applications in Communications. September 23 -27, 2007, Chengdu, China. [PDF] [Code]

  36. L. Huang, S. Wu and L. Zhang, “Low-complexity ESPRIT method for direction finding,” Proceedings of IEEE International Acoustics, Speech, and Signal Processing, 2005 (ICASSP '05), Pennsylvania, PA, USA, March 18-23, 2005. [PDF] [Code]

  37. L. Huang, S. Wu and L. Zhang, “A novel MUSIC algorithm for direction-of-arrival estimation without the estimate of covariance matrix and Its eigendecomposition,” Proceedings of IEEE 61st Semiannual Vehicular Technology Conference (IEEE VTC Spring-2005), Clarion Hotel, Stockholm, Sweden, May 30 – June 1, 2005. [PDF] [Code]

  38. L. Huang, S. Wu, and L. Zhang, “Angle estimation via a computationally efficient SSF method,” Proceedings of IEEE 61st Semiannual Vehicular Technology Conference (IEEE VTC Spring-2005), Clarion Hotel, Stockholm, Sweden, May 30 – June 1, 2005. [PDF] [Code]

  39. L. Huang, S. Wu and L. Zhang, “Low-complexity method of weighted subspace fitting for direction estimation,” Proceedings of IEEE International Radar Conference 2005, Washington, DC, USA, May 9-12, 2005. [PDF] [Code]

  40. L. Huang, L. Zhang and S. Wu, “A new method for noise subspace estimation based on the spatial smoothing Lanczos algorithm,” Proceedings of IEEE APS2004, Monterey, CA, USA, pp. 3689-3692, June 2004. [PDF] [Code]

  41. L. Huang, W. Yuan, L. Zhang and S. Wu, “Direction-of-arrival estimation via the multi-stage wiener filter,” Proceedings of International Conference on Radar Systems 2004, Toulouse, France, Oct. 2004. [PDF][Code]

Patents


  1. Lei Huang, Tong Long and Fangling Kong, “Computationally efficient technique for robust source number detection in high-resolution array,” China Patent filed (Disclosure ID: CN101644760A), Jun. 2009.

  2. Lei Huang, Weiwei Wu, Xin Wang, “Echo offset approach to the digital subscriber line system,” China Patent filed (Disclosure ID:01310067048.X)

  3. Lei Huang, Rongxian Li, “Multiple antenna blind spectral spectrum sensing method and system based on eigenvalue,” China Patent filed (Disclosure ID:2013103238110)

  4. Lei Huang, Chen Qian,Yunchuan Yang, “Low complex DOA estimation approach and system, ” (Disclosure ID:2013102505735)

  5. Lei Huang, Rongxian Li, “Geometry volume spectrum sensing method and system,” (Disclosure ID:201310478534.0)

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