Publications

Spectral Analysis Laboratory

Books

1. J. Li and P. Stoica, eds, Robust Adaptive Beamforming, New York, NY: John Wiley & Sons, 2005.

2. Y. Wang, J. Li, and P. Stoica, Spectral Analysis: the Missing Data Case, Morgan & Claypool, 2005.

3. J. Li and P. Stoica, eds, MIMO Radar Signal Processing, Hoboken, NJ: John Wiley & Sons, 2009.

Book Chapters

1. E. G. Larsson, J. Li, and P. Stoica, “High-resolution nonparametric spectral analysis: theory and applications,” in High-Resolution Signal Processing (Y. Hua, Q. Cheng, and A. B. Gershman, eds.), New York, NY: Marcel-Dekker, 2003.

2. J. Li, P. Stoica, and Z. Wang, “Robust Capon Beamforming,” in Robust Adaptive Beamforming (J. Li and P. Stoica, Eds.), New York, NY: John Wiley & Sons. 2005.

3. J. Li and P. Stoica, ``MIMO Radar - Diversity Means Superiority,'' in MIMO Radar Signal Processing, (J. Li and P. Stoica, Eds.), Hoboken, NJ: John Wiley & Sons, 2009.

4. B. Guo and J. Li, ``Adaptive and Robust Methods for Thermoacoustic and Photoacoustic Tomography,'' in Photoacoustic Imaging And Spectroscopy, (L. Wang, Ed.), CRC Press, to appear.

Publications

2000

1. P. Stoica, H. Li, and J. Li, “Amplitude estimation of sinusoidal signals: survey, new results, and an application,” IEEE Transactions on Signal Processing, Vol. 48, No. 2, pp. 338-352, February 2000.

2. Z. Bi, R. Wu, J. Li, and R. Williams, “Joint super-resolution moving target feature extraction and stationary clutter suppression,” IEE Proceedings – Radar, Sonar and Navigation, Vol. 147, No. 1, pp. 23-29, February 2000.

3. N. Jiang, R. Wu, G. Liu, and J. Li, “Clutter suppression and moving target parameter estimation for airborne phased array radar,” IEE Electronics Letters, Vol. 36, No. 5, pp. 456-457, March 2000.

4. J. Man, G. Liu, J. Li, and R. Williams, “A quasi-parametric algorithm for SAR target feature extraction and imaging with angle diversity,” Circuits, Systems, and Signal Processing, Vol. 19, No. 4, pp. 301-319, July 2000.

5. H. Li, P. Stoica, and J. Li, “Computationally efficient parameter estimation for harmonic sinusoidal signals,” Signal Processing, Vol. 80, pp. 1937-1944, August 2000.

6. G. Liu, H. Li, and J. Li, “Moving target feature extraction with polarization diversity in the presence of arbitrary range migration and phase errors,” IEE Proceedings – Radar, Sonar and Navigation, Vol. 147, No. 4, pp. 208-216, August 2000.

7. R. Wu and J. Li, “Autofocus and super resolution synthetic aperture radar image formation,” IEE Proceedings – Radar, Sonar and Navigation, Vol. 147, No. 5, pp. 217-223, October 2000.

8. P. Stoica, E.G. Larsson, and J. Li, “Adaptive filterbank approach to restoration and spectral analysis of gapped data,” The Astronomical Journal, Vol. 120, pp. 2163-2173, October 2000.

2001

9. J. Li, G. Liu, N. Jiang, and P. Stoica, “Moving Target Feature Extraction for Airborne High Range Resolution Phased Array Radar,” IEEE Transactions on Signal Processing, Vol. 49, No. 2, pp. 277-289, February 2001.

10. J. Li, G. Liu, and G. Giannakis, “Carrier frequency offset estimation for OFDM based WLANs,” IEEE Signal Processing Letters, Vol. 8, No. 3, pp. 80-82, March 2001.

11. E.G. Larsson, J. Liu, and J. Li, “Demodulation of Space-Time Codes in the Presence of Interference,” IEE Electronics Letters, Vol. 37, No. 11, pp. 697-698, May 2001.

12. G. Liu and J. Li, “Moving Target Detection via Airborne HRR Phased Array Radar,” IEEE Transactions on Aerospace and Electronic Systems, Vol. 37, No. 3, pp. 914-924, July 2001.

13. J. Li, R. Wu, and V.C. Chen, “Robust autofocus algorithm for ISAR imaging of moving targets,” IEEE Transactions on Aerospace and Electronic Systems, Vol. 37, No. 3, pp. 1056-1069, July 2001.

14. N. Jiang, R. Wu, and J. Li, “Feature extraction of moving targets and range migration correction,” IEEE Transactions on Aerospace and Electronic Systems, Vol. 37, No. 3, pp. 781-793, July 2001.

15. E.G. Larsson, G. Liu, J. Li, and G. Giannakis, “Joint symbol timing and channel estimation for OFDM based WLANs,” IEEE Communications Letters, Vol. 5, No. 8, pp. 325-327, August 2001.

16. J. Liu, J. Li, H. Li, and E.G. Larsson, “Differential Space-Code Modulation for Interference Suppression,” IEEE Transactions on Signal Processing, Vol. 49, No. 8, pp. 1786-1795, August 2001.

17. P. Stoica, G. Liu, J. Li, and E.G. Larsson, “Nonparametric spectral analysis of gapped data via an adaptive filtering approach,” Circuits, Systems, and Signal Processing, Vol., 20, No. 5, pp. 484-496, 2001.

18. H. Li, J. Li, and S.L. Miller, “Decoupled multiuser code-timing estimation for code-division multiple-access communication systems,” IEEE Transactions on Communications, Vol. 49, No. 8, pp. 1425-1436, August 2001.

19. R. Wu, A. Clement, J. Li, E.G. Larsson, M. Bradley, J. Habersat, and G. Maksymonko, “Adaptive ground bounce removal,” IEE Electronics Letters, Vol. 37, No. 20, pp. 1250-1252, September 2001.

20. N. Jiang and J. Li, “Multiple moving target feature extraction for airborne HRR radar,” IEEE Transactions on Aerospace and Electronic Systems, Vol. 37, No. 4, pp. 1254-1266, October 2001.

21. E.G. Larsson, G. Liu, P. Stoica, and J. Li, “High resolution SAR imaging with angular diversity,” IEEE Transactions on Aerospace and Electronic Systems, Vol. 37, No. 4, pp. 1359-1372, October 2001.

22. E.G. Larsson and J. Li, “Preamble Design Considerations for Multiple-Antenna OFDM Based WLANS,” IEEE Signal Processing Letters, Vol. 8, No. 11, pp. 285-288, November 2001.

2002

23. X. Li, E.G. Larsson, M. Sheplak, and J. Li, “Phase-shift-based time-delay estimators for proximity acoustic sensors,” IEEE Journal of Oceanic Engineering, Vol. 27, No. 1, pp. 47-56, January 2002.

24. H. Li, W. Sun, P. Stoica, and J. Li, “Two-dimensional system identification using amplitude estimation,” IEEE Signal Processing Letters, Vol. 9, No. 2, pp. 61-63, February 2002.

25. J. Liu, J. Li, and E.G. Larsson, “Differential Space-Time Block Code Modulation for DS-CDMA Systems,” EURASIP Journal on Applied Signal Processing, Special Issue on Space-Time Coding and Its Applications - Part I, Vol. 2002, No. 3, pp. 289-296, March 2002.

26. E.G. Larsson, P. Stoica, and J. Li, “On maximum-likelihood detection and decoding for space-time coding systems,” IEEE Transactions on Signal Processing, Vol. 50, No. 4, pp. 937-944, April 2002.

27. X. Li, R. Wu, J. Li, and M. Sheplak, “Multi-frequency CW-based time delay estimation for proximity ultrasonic sensors,” IEE Proceedings – Radar, Sonar and Navigation, Vol. 149, No. 2, pp. 53-59, April 2002.

28. J. Liu and J. Li, “Differential Space-Time Modulation for DS-CDMA Systems,” Wireless Communications and Mobile Computing, Vol. 2, pp. 205-214, 2002 (published online: December 11, 2001).

29. E.G. Larsson, P. Stoica, and J. Li, “Amplitude-spectrum estimation from two-dimensional gapped data,” IEEE Transactions on Signal Processing, Vol. 50, No. 6, pp. 1343-1354, June 2002.

30. R. Wu, X. Li, and J. Li, “Continuous pavement profiling with ground penetrating radar,” IEE Proceedings – Radar, Sonar and Navigation, Vol. 149, No. 4, pp. 183-193, August 2002.

31. H. Li, W. Sun, P. Stoica, and J. Li, “2-D Sinusoidal Amplitude Estimation with Application to 2-D System Identification,” Circuits, Systems, and Signal Processing, Vol. 21, No. 4, pp. 369-397, July/August, 2002.

32. H. Li and J. Li, “Differential and coherent decorrelating multiuser receivers for space-time-coded CDMA systems,” IEEE Transactions on Signal Processing, Vol. 50, No. 10, pp. 2529-2537, October 2002.

33. E.G. Larsson, P. Stoica, and J. Li, “Spectral estimation via adaptive filterbank methods: a unified analysis and a new algorithm,” Signal Processing, Vol. 82, pp. 1991-2001, 2002.

34. E.G. Larsson, P. Stoica, and J. Li, “On a Decoupled Approach to Adaptive Signal Separation Using an Antenna Array,” IEEE Transactions on Vehicular Technology, Vol. 51, No. 6, pp. 1681-1685, November 2002.

2003

35. E.G. Larsson, P. Stoica, and J. Li, “Orthogonal Space-Time Block Codes: Maximum Likelihood Detection for Unknown Channels and Unstructured Interferences,” IEEE Transactions on Signal Processing, Vol. 51, No. 2, pp. 362-372, February 2003.

36. H. Li, D. Liu, J. Li, and P. Stoica, “Channel order and RMS delay spread estimation with application to AC power line communications,” Digital Signal Processing, Vol. 13, No.2, pp. 284-300, April 2003.

37. P. Stoica, Z. Wang, and J. Li, “Robust Capon Beamforming,” IEEE Signal Processing Letters, Vol. 10, No. 6, pp. 172-175, June 2003.

38. X. Li, R. Wu, S. Rasmi, J. Li, L.N. Cattafesta III, M. Sheplak, “An acoustic proximity ranging system for monitoring the cavity thickness,” IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, Vol. 50, No. 7, pp. 808-910, July 2003.

39. J. Li, P. Stoica, and Z. Wang, “On Robust Capon Beamforming and Diagonal Loading,” IEEE Transactions on Signal Processing, Vol. 51, No. 7, pp. 1702-1715, July 2003.

40. E.G. Larsson and J. Li, “On Spectral Analysis of Gapped Data,” IEEE Transactions on Aerospace and Electronic Systems, Vol. 39, No. 3, pp. 1089-1097, July 2003.

41. R. Wu, K. Gu, J. Li, M. Bradley, J. Habersat, and G. Maksymonko, “Propagation velocity uncertainty on GPR SAR processing,” IEEE Transactions on Aerospace and Electronic Systems, Vol. 39, No. 3, pp. 849-861, July 2003.

42. Y. Sun and J. Li, “Time-frequency Analysis for Buried Plastic Landmine Detection via Forward-looking Ground Penetrating Radar,” IEE Proceedings -Radar, Sonar and Navigation, special issue on Time-Frequency Analysis and Feature Extraction, Vol. 150, No. 4, pp. 253-261, August 2003.

43. X. Li, R. Wu, S. Rasmi, J. Li, L. Cattafesta, and M. Sheplak, “Acoustic Proximity Ranging in the Presence of Secondary Echoes,” IEEE Transactions on Instrumentation and Measurement, Vol. 52, No. 5, pp. 1593-1605, October 2003.

2004

44. Y. Jiang, P. Stoica, and J. Li, “Array signal processing in the known waveform and steering vector case,” IEEE Transactions on Signal Processing, Vol. 52, No. 1, pp. 23-35, January 2004.

45. M. Simon, J. Liu, P. Stoica, and J. Li, “Multiple symbol double differential detection based on least squares and generalized likelihood ratio criteria,” IEEE Transactions on Communications, Vol. 52, No. 1, pp. 46-49, January 2004.

46. Y. Wang, J. Li, P. Stoica, M. Sheplak, and T. Nishida, “Wideband RELAX and wideband CLEAN for aeroacoustic imaging,” The Journal of the Acoustical Society of America, Vol. 115, No. 2, pp. 757-767, February 2004.

47. P. Stoica, J. Liu, and J. Li, “Maximum Likelihood Double Differential Detection Clarified,” IEEE Transactions on Information Theory, Vol. 50, No. 3, pp. 572-576, March 2004.

48. J. Liu and J. Li, “Parameter Estimation and Error Reduction for OFDM-Based WLANs,” IEEE Transactions on Mobile Computing, Vol. 3, No. 2, pp. 152-163, April-June 2004.

49. Y. Wang, J. Li, G. Liu, and P. Stoica, “Polarimetric SAR Target Feature Extraction and Image Formation Via Semi-Parametric Methods,” Digital Signal Processing, Vol. 14, pp. 268-293, May 2004.

50. J. Liu and J. Li, “A MIMO System with Backward Compatibility for OFDM Based WLANs,” EURASIP Journal on Applied Signal Processing, Special Issue on MIMO Communications and Signal Processing (Guest Editors: S. Barbarossa, C. Papadias, H.V. Poor, X. Wang) , Vol. 2004, No. 5, pp. 696-706, May 2004.

51. P. Stoica, J. Li, and B. Ninness, “The Waterbed Effect in Spectral Estimation,” IEEE Signal Processing Magazine, Vol. 21, No. 3, pp. 88-89 and p. 100, May 2004.

52. J. Liu, M. K. Simon, P. Stoica, and J. Li, “A Soft-Detector Based on Multiple Symbol Detection for Double Differential Modulation,” IEEE Communications Letters, Vol. 8, No. 5, pp. 296-298, May 2004.

53. N. Sandgren, Y. Selen, P. Stoica, and J. Li, “Parametric methods for frequency-selective MR spectroscopy – a review,” Journal of Magnetic Resonance, Vol. 168, No. 2, pp 259-272, June 2004.

54. J. Liu and J. Li, “A Soft Detector with Good Performance/Complexity Trade-Off for a MIMO System,” EURASIP Journal on Applied Signal Processing (Special Issue on Advances in Smart Antennas), Vol. 2004, No. 9, pp. 1266-1274, August 2004.

55. J. Li, P. Stoica, and Z. Wang, “Doubly constrained robust Capon beamforming,” IEEE Transactions on Signal Processing, Vol. 52, No. 9, pp. 2407-2423, September 2004.

56. C. Xu and J. Li, “A Batch Processing Constant Modulus Algorithm,” IEEE Communications Letters, Vol. 8, No. 9, pp. 582-584, September 2004.

57. Z. Wang, J. Li, P. Stoica, T. Nishida, and M. Sheplak, “Constant-beamwidth and constant-powerwidth wideband robust Capon beamformers for acoustic imaging,” The Journal of the Acoustical Society of America, Vol. 116, No. 3, pp. 1621-1631, September 2004.

58. P. Stoica, Y. Selen, and J. Li, “On Information Criteria and the Generalized Likelihood Ratio Test of Model Order Selection,” IEEE Signal Processing Letters, Vol. 11, No. 10, pp. 794-797, October 2004.

59. K. Gu, G. Wang, and J. Li, “Migration Based SAR Imaging for Ground Penetrating Radar Systems,” IEE Proceedings – Radar, Sonar and Navigation, Vol. 151, No. 5, pp. 317-325, October 2004.

60. P. Stoica, Y. Selen, and J. Li, “Multi-model approach to model selection,” Digital Signal Processing, Vol. 14, pp. 399-412, 2004.

2005

61. Y. Sun, X. Li and J. Li, "A Practical Landmine Detector Using Forward- Looking Ground Penetrating Radar", IEE Electronics Letters, Vol. 41, No. 2, pp. 97-98, January 2005.

62. P. Stoica, Z. Wang, and J. Li, “Extended Derivations of MUSIC in the Presence of Steering Vector Errors,” IEEE Transactions on Signal Processing, Vol. 53, No. 3, pp. 1209-1211, March 2005.

63. J. Liu and J. Li, “An efficient code-timing estimator for DS-CDMA systems over resolvable multipath channels,” EURASIP Journal on Applied Signal Processing (Special Issue on Improved CDMA Detection Techniques for Future Wireless Systems), Vol. 2005, No. 5, pp. 670-682, April 2005.

64. Y. Jiang, W.W. Hager, and J. Li, “The Geometric Mean Decomposition,” Linear Algebra and Its Applications, Vol. 396, pp. 373-384, 2005.

65. P. Stoica, J. Liu, L. Li, and M.A. Prasad, “The heuristic, GLRT and MAP detectors for double differential modulation are identical,” IEEE Transactions on Information Theory, Vol. 51, No. 5, pp. 1860-1865, May 2005.

66. Y. Wang, P. Stoica, J. Li, and T. Marzetta, “Nonparametric Spectral Analysis with Missing Data via the EM Algorithm,” Digital Signal Processing, Vol. 15, pp. 191-206, 2005 (also available online, November 2004).

67. P. Stoica, Y. Jiang, and J. Li, “MIMO channel capacity: an intuitive discussion,” IEEE Signal Processing Magazine, Vol. 22, No. 3, pp. 83-84, May 2005.

68. P. Stoica and J. Li, “On Nonexistence of the Maximum Likelihood Estimate in Blind Multichannel Identification,” IEEE Signal Processing Magazine, Vol. 22, No. 4, pp. 99-101, July 2005.

69. Y. Wang, X. Li, Y. Sun, J. Li, and P. Stoica, “Adaptive Imaging for Forward-Looking Ground Penetrating Radar,” IEEE Transactions on Aerospace and Electronic Systems, Vol. 41, No. 3, pp. 922-936, July 2005.

70. Y. Sun and J. Li, “Adaptive Learning Approach to Landmine Detection,” IEEE Transactions on Aerospace and Electronic Systems, Vol. 41, No. 3, pp. 973-985, July 2005.

71. L. Xu and J. Li, “Performance Analysis of Multivariate Parameter Estimators,” IEEE Transactions on Signal Processing, Vol. 53, No. 8, pp. 3162-3171, August 2005.

72. Y. Wang, J. Li, and P. Stoica, “Rank-Deficient Robust Capon Filter-Bank Approach to Complex Spectral Estimation,” IEEE Transactions on Signal Processing, Vol. 53, No. 8, pp. 2713-2726, August 2005.

73. J. Liu and J. Li, “Turbo processing for an OFDM-based MIMO system,” IEEE Transactions on Wireless Communications, Vol. 4, No. 5, pp. 1988-1993, September 2005.

74. Z. Wang, J. Li, and R. Wu, “Time-delay- and time-reversal-based robust Capon beamformers for ultrasound imaging,” IEEE Transactions on Medical Imaging, Vol. 24, No. 10, pp. 1308-1322, October 2005.

75. Y. Jiang, J. Li, and W.W. Hager, “Joint Transceiver Design for MIMO Communications Using Geometric Mean Decomposition,” IEEE Transactions on Signal Processing, Vol. 53, No. 10, pp. 3791-3803, October 2005.

76. Y. Jiang, J. Li, and W.W. Hager, “Uniform Channel Decomposition for MIMO Communications,” IEEE Transactions on Signal Processing, Vol. 53, No. 11, pp. 4283-4294, November 2005.

77. B. Guo, L. Xu, and J. Li, “Time Reversal Based Microwave Hyperthermia Treatment of Breast Cancer,” Microwave and Optical Technology Letters, Vol. 47, No. 4, pp. 335-338, November 2005.

78. P. Stoica, L. Xu and J. Li, “A New Type of Parameter Estimation Algorithm for Missing Data Problems,” Statistics and Probability Letters, Vol. 75, pp. 219-229, December 2005.

2006

79. B. Guo, Y. Wang, J. Li, P. Stoica, and R. Wu, “Microwave imaging via adaptive beamforming methods for breast cancer detection,” Journal of Electromagnetic Waves and Applications, Vol. 20, No. 1, pp. 53-63, 2006.

80. L. Xu, P. Stoica, and J. Li, “Complex Amplitude Estimation in the Known Steering Matrix and Generalized Waveform Case,” IEEE Transactions on Signal Processing, Vol. 54, No. 5, pp. 1716-1726, May 2006.

81. Y. Xie, B. Guo, L. Xu, J. Li, and P. Stoica, “Multistatic Adaptive Microwave Imaging for Early Breast Cancer Detection,” IEEE Transactions on Biomedical Engineering, Vol. 53, No. 8, pp. 1647-1657, August 2006.

82. J. Liu and J. Li, “Packet Design and Signal Processing for OFDM-Based Mobile Broadband Wireless Communication Systems,” IEEE Transactions on Mobile Computing, Vol. 5, No. 9, pp. 1133-1142, September 2006.

83. J. Li, J.R. Guerci, and L. Xu, “Signal Waveform's Optimal under Restriction Design for Active Sensing,” IEEE Signal Processing Letters, Vol. 13, No. 9, pp. 565-568, September 2006.

84. L. Xu, P. Stoica, and J. Li, “A Diagonal Growth Curve Model and Some Signal-Processing Applications,” IEEE Transactions on Signal Processing, Vol. 54, No. 9, pp. 3363-3371, September 2006.

85. C. Xu, L. Xu, F. Yu, W. Tan, L.L. Moroz, and J. Li, “Nonparametric Estimation of the Number of Unique Sequences in Biological Samples,” IEEE Transactions on Signal Processing, Vol. 54, No. 10, pp. 3759-3767, October 2006.

86. L. Xu, P. Stoica and J. Li, “A Block Diagonal Growth Curve Model,” Digital Signal Processing, Vol. 16, No. 6, pp. 902-912, November 2006.

87. Y. Jiang, W.W. Hager, and J. Li, “Tunable Channel Decomposition for MIMO Communications Using Channel State Information,” IEEE Transactions on Signal Processing, Vol. 54, pp. 4405-4418, November 2006.

88. P. Stoica and J. Li, “Source Localization from Range-Difference Measurements,” IEEE Signal Processing Magazine, Vol. 23, No. 6, pp. 63-65, November 2006.

89. Y. Sun, S. Todorovic, and J. Li, “Reducing the Overfitting of AdaBoost by Controlling its Data Distribution Skewness,” International Journal of Pattern Recognition and Artificial Intelligence, Vol.20, No. 7, pp. 1093-1116, November 2006.

90. B. Guo, J. Li, and H. Zmuda, “A New FDTD Formulation for Wave Propagation in Biological Media with Cole-Cole Model,” IEEE Microwave and Wireless Components Letters, Vol. 16, No. 12, pp. 633-635, December 2006.

91. G. Liu, Y. Jiang, H. Xiong, J. Li, and G. A. Barrall, “Radio Frequency Interference Suppression for Landmine Detection by Quadrupole Resonance,” EURASIP Journal on Applied Signal Processing, Volume 2006, Article ID 29890, pp. 1-14, 2006.

92. Y. Xie, B. Guo, J. Li, and P. Stoica, “Novel Multi-static Adaptive Microwave Imaging Methods for Early Breast Cancer Detection,” EURASIP Journal on Applied Signal Processing, Volume 2006, Article ID 91961, pp. 1-13, 2006.

93. X. Zheng, Y. Jiang, and J. Li, “Efficient Closed-Loop Schemes for MIMO WLAN,” EURASIP Journal on Applied Signal Processing, Volume 2006, Article ID 91919, pp. 1–10, 2006.

2007

94. Y. Sun, S. Goodison, J. Li, L. Liu, and W. Farmerie, “Improved Breast Cancer Prognosis through the Combination of Clinical and Genetic Markers,” Bioinformatics, Vol. 23, pp. 30-37, January 2007.

95. Y. Sun, Z. Liu, S. Todorovic, and J. Li, “Adaptive Boosting for Synthetic Aperture Radar Automatic Target Recognition,” IEEE Transactions on Aerospace and Electronic Systems, Vol. 43, No. 1, pp. 112-125, January 2007.

96. J.M. Greenberg, Z. Wang, and J. Li, “Fast Chirplet Approximation,” IEEE Transactions on Signal Processing, Vol. 55, No. 2, pp. 734-741, February 2007.

97. P. Stoica, H. Xiong, L. Xu, and J. Li “Adaptive Beamforming for Quadrupole Resonance,” Digital Signal Processing, Digital Signal Processing, Vol. 17, pp.634-651, May 2007 (available online December 19, 2005).

98. Y. Sun, S. Todorovic, and J. Li, “Unifying Multi-Class AdaBoost Algorithms with Binary Base Learners under the Margin Framework,” Pattern Recognition Letters, Vol. 28, No. 5, pp. 631-643, April 2007.

99. L. Xu and J. Li, “Iterative Generalized Likelihood Ratio Test for MIMO Radar,” IEEE Transactions on Signal Processing, Vol. 55, No. 6, pp. 2375-2385, June 2007.

100. P. Stoica, J. Li, and Y. Xie, “On Probing Signal Design for MIMO Radar,” IEEE Transactions on Signal Processing, Vol. 55, No. 8, pp. 4151-4161, August 2007.

101. Y. Sun, S. Todorovic, and J. Li, “Increasing the Robustness of a Boosting Algorithm within the Linear-programming Framework,” Journal of VLSI Signal Processing Systems, Vol. 48, No, 1-2, pp. 5-20, August 2007.

102. J. Li and P. Stoica, “MIMO Radar with Colocated Antennas: Review of Some Recent Work,” IEEE Signal Processing Magazine, Vol. 24, No. 5, pp. 106-114, September 2007.

103. X. Zheng, Y. Xie, J. Li, and P. Stoica, “MIMO Transmit Beamforming under Uniform Elemental Power Constraint,” IEEE Transactions on Signal Processing, Vol. 55, No. 11, pp. 5395-5406, November 2007.

104. B. Guo, J. Li, H. Zmuda, and M. Sheplak, “Multi-Frequency Microwave Induced Thermal Acoustic Imaging for Breast Cancer Detection,” IEEE Transactions on Biomedical Engineering, Vol. 54, No. 11, pp. 2000-2010, November 2007.

105. J. Li, Y. Xie, P. Stoica, X. Zheng, and J. Ward, “Beampattern Synthesis Via a Matrix Approach for Signal Power Estimation,” IEEE Transactions on Signal Processing, Vol. 55, No. 12, pp. 5643-5657, December 2007.

106. J. Li, P. Stoica, L. Xu, and W. Roberts, “On Parameter Identifiability of MIMO Radar,” IEEE Signal Processing Letters, Vol. 14, No. 12, pp. 968-971, December 2007.

2008

107. J. Li, L. Xu, P. Stoica, D. Bliss, and K. Forsythe, “Range Compression and Waveform Optimization for MIMO Radar – A Cramer-Rao Bound Based Study,” IEEE Transactions on Signal Processing, Vol. 56, No. 1, pp. 218-232, January 2008.

108. B. Guo and J. Li, “Waveform Diversity Based Ultrasound System for Hyperthermia Treatment of Breast Cancer,” IEEE Transactions on Biomedical Engineering, Vol. 55, No. 2, pp. 822-826, February 2008.

109. J. Li, L. Xu, P. Stoica, D. Bliss, and K. Forsythe, “Range Compression and Waveform Optimization for MIMO Radar – A Cramer-Rao Bound Based Study,” IEEE Transactions on Signal Processing, Vol. 56, No. 1, pp. 218-232, January 2008.

110. B. Guo and J. Li, ``Waveform Diversity Based Ultrasound System for Hyperthermia
Treatment of Breast Cancer,'' IEEE Transactions on Biomedical Engineering, Vol. 55, No. 2, pp. 822-826, February 2008.

111. J. Li, P. Stoica, and T. Yardibi, “Covariance Beamforming, Covariance Matrix Tapers and Matrix Beamforming Are All Related,” IET Electronics Letters, Vol. 44, No. 5, February 2008.

112. X. Zheng, P. Stoica, J. Li, and R. Wu, ``Adaptive Arrays for Broadband Communications in the Presence of Co-Channel Interference,’’ IEEE Transactions on Signal Processing, Vol. 56, No. 4, pp. 1589-1600, April 2008.

113. T. Yardibi, J. Li, P. Stoica, L. N. Cattafesta, “Sparsity Constrained Deconvolution Approaches for Acoustic Source Mapping,” The Journal of the Acoustical Society of America, Vol. 123, No. 5, pp. 2631-2642, May 2008.

114. A. Beck, P. Stoica, and J. Li, “Exact and Approximate Solutions of Source Localization Problems,” IEEE Transactions on Signal Processing, Vol. 56, No. 5, pp. 1770-1778, May 2008.

115. P. Stoica, J. Li, and X. Zhu, “Waveform Synthesis for Diversity-Based Transmit Beampattern Design,” IEEE Transactions on Signal Processing, Vol. 56, No. 6, pp. 2593-2598, June 2008.

116. P. Stoica, J. Li, X. Zhu, and J. R. Guerci, “On Using a priori Knowledge in Space-Time Adaptive Processing,” IEEE Transactions on Signal Processing, Vol. 56, No. 6, pp. 2598-2602, June 2008.

117. Y. Jiang, W.W. Hager, and J. Li, “The Generalized Triangular Decomposition,” Mathematics of Computation, Vol. 77, pp. 1037-1056, 2008.

118. L. Xu, J. Li, and P. Stoica, ``Target Detection and Parameter Estimation for MIMO Radar Systems,’’ IEEE Transactions on Aerospace and Electronic Systems, Vol. 44, No. 3, pp. 927-939, July 2008.

119. J. Li, P. Stoica, and X. Zheng, “Signal Synthesis and Receiver Design for MIMO Radar Imaging,” IEEE Transactions on Signal Processing, Vol. 56, No. 8, pp. 3959-3968, August 2008.

120. P. Stoica, J. Li, and M. Xue, “On Binary Probing Signals and Instrumental Variables Receivers for Radar,” IEEE Transactions on Information Theory, Vol. 54, No. 8, pp. 3820-3825, August 2008.

121. J. Ling, P. Stoica, J. Li and Y.I. Abramovich, “On Using Cyclic Algorithms for Sinusoidal Parameter Estimation,” IET Electronics Letters, Vol. 44, No. 19, pp. 1160-1161, September 2008.

122. P. Stoica, J. Li, and X. Tan, “On Spatial Power Spectrum and Signal Estimation Using the Pisarenko Framework,” IEEE Transactions on Signal Processing, Vol. 56, No. 10, pp. 5109-5119, October 2008.

123. P. Stoica, J. Li, and M. Xue, “Transmit Codes and Receive Filters for Pulse Compression Radar Systems,” IEEE Signal Processing Magazine, Vol. 25, No. 6, pp. 94–109, November 2008.

124. Y. Xie, B. Guo, J. Li, G. Ku, and L.V. Wang, “Adaptive and Robust Methods of Reconstruction (ARMOR) for Thermoacoustic Tomography,” IEEE Transactions on Biomedical Engineering, Vol. 55, No. 12, pp. 2741-2752, December 2008.

125. X. Zhu, J. Li, and P. Stoica, “Knowledge-Aided Adaptive Beamforming,” IET Signal Processing, Vol. 2, No. 4, pp. 335-345, December 2008.

2009

126. L. Xu, P. Stoica, J. Li, S.L. Bressler, X. Shao, and M. Ding, "ASEO: A Method for the Simultaneous Estimation of Single-Trial Event-Related Potentials and Ongoing Brain Activities," IEEE Transactions on Biomedical Engineering, Vol. 56, No. 1, pp. 111-121, January 2009.

127. L. Du, J. Li, P. Stoica, H. Ling, and S.S. Ram, "Doppler Spectrogram Analysis of the Human Gait via an Iterative Adaptive Approach," IET Electronics Letters, Vol. 45, No. 3, pp. 186-188, January 2009.

128. P. Stoica, J. Li, and H. He, "Spectral Analysis of Non-Uniformly Sampled Data: A New Approach Versus the Periodogram," IEEE Transactions on Signal Processing, Vol. 57, No. 3, pp. 843-858, March 2009.

129. X. Tan, W. Roberts, J. Li, and P. Stoica, "Range-Doppler Imaging Via a Train of Probing Pulses," IEEE Transactions on Signal Processing, Vol. 57, No. 3, pp. 1084-1097, March 2009.

130. P. Stoica, H. He, and J. Li, "New Algorithms for Designing Unimodular Sequences with Good Correlation Properties,"IEEE Transactions on Signal Processing, Vol. 57, No. 4, pp. 1415-1525, April 2009.

131. P. Stoica, J. Li, J. Ling, "Missing Data Recovery via a Nonparametric Iterative Adaptive Approach," IEEE Signal Processing Letters, Vol. 16, No. 4, pp. 241-244, April 2009.

132. J. Ling, T. Yardibi, X. Su, H. He, and J. Li, "Enhanced Channel Estimation and Symbol Detection for High Speed Multi-Input Multi-Output Underwater Acoustic Communications," Journal of the Acoustical Society of America, Vol. 125, pp. 3067-3078, May 2009.

133. L. Du, T. Yardibi, J. Li, and P, Stoica, "Review of User Parameter-Free Robust Adaptive Beamforming Algorithms," Digital Signal Processing, A Review Journal, Vol. 19, No. 4, pp. 567-582, July 2009.

134. P. Stoica, H. He, and J. Li, "On Designing Sequences with Impulse-like Periodic Correlation," IEEE Signal Processing Letters, Vol. 16, No. 6, pp. 703-706, August 2009.

135. H. He, P. Stoica, and J. Li, “Designing Unimodular Sequence Sets with Good Correlations -- Including an Application to MIMO Radar,” IEEE Transactions on Signal Processing, Vol. 57, No. 11, pp. 4391-4405, November 2009.

2010

136. P. Babu, K. Pelckmans, P. Stoica, and J. Li, “Linear Systems, Sparse Solutions, and Sudoku,” IEEE Signal Processing Letters, Vol. 17, No. 1, pp. 40-42, January 2010.

137. P. Stoica, H. He, and J. Li, “Sequence Sets with Optimal Integrated Periodic Correlation Level,” IEEE Signal Processing Letters, Vol. 17, No. 1, pp. 63-66, January 2010.

138. T. Yardibi, J. Li, P. Stoica, M. Xue, and A. B. Baggeroer, “Source Localization and Sensing: A Nonparametric Iterative Adaptive Approach Based on Weighted Least Squares,” IEEE Transactions on Aerospace and Electronic Systems, Vol. 46, No. 1, pp. 425-443, January 2010.

139. L. Du, J. Li, and P. Stoica, “Fully Automatic Computation of Diagonal Loading Levels for Robust Adaptive Beamforming,” IEEE Transactions on Aerospace and Electronic Systems, Vol. 46, No. 1, pp. 449-458, January 2010.

140. W. Roberts, P. Stoica, J. Li, T. Yardibi, and F.A. Sadjadi, “Iterative Adaptive Approaches to MIMO Radar Imaging,” IEEE Journal of Selected Topics in Signal Processing, Vol. 4, No. 1, pp. 5-20, February 2010.

141. T. Yardibi, C. Bahr, N.S. Zawodny, F. Liu, L.N. Cattafesta, and J. Li, “Uncertainty Analysis of the Standard Delay-and-Sum Beamformer and Array Calibration,” Journal of Sound and Vibration, Vol. 329, pp. 2654-2682, February 2010.

142. E. Gudmundson, P. Stoica, J. Li, A. Jakobsson, M.D. Rowe, J.A.S. Smith, and J. Ling, “Spectral Estimation of Irregularly Sampled Exponentially Decaying Sinusoids with Applications to RF Spectroscopy,” Journal of Magnetic Resonance, Vol. 203, No. 1, pp. 167-176, March 2010.

143. H. He, P. Stoica, and J. Li, “On Aperiodic-Correlation Bounds,” IEEE Signal Processing Letters, Vol. 17, No. 3, pp. 221-224, March 2010.

144. C. Li, J. Ling, J. Li, and J. Lin, “Accurate Doppler Radar Non-Contact Vital Sign Detection Using the RELAX Algorithm,” IEEE Transactions on Instrumentation & Measurement, vol.59, no.3, pp.687-695, March 2010.

145. J. Li and P. Stoica, “The Phased Array Is the Maximum SNR Active Array,” IEEE Signal Processing Magazine, vol.27, no.2, pp. 143-144, March 2010.

146. X. Tan and J. Li, “Computationally Efficient Sparse Bayesian Learning via Belief Propagation,” IEEE Transactions on Signal Processing, Vol. 58, No. 4, pp. 2010-2021, April 2010.

147. X. Tan and J. Li, “Range-Doppler Imaging via Forward-Backward Sparse Bayesian Learning,” IEEE Transactions on Signal Processing, Vol. 58, No. 4, pp. 2021-2025, April 2010.

To appear

148. X. Zhu, J. Li, P. Stoica, and J. R. Guerci, “Knowledge-Aided Space-Time Adaptive Processing,” IEEE Transactions on Aerospace and Electronic Systems, to appear.

149. Y. Jiang, M. K. Varanasi, and J. Li, “Performance of ZF and MMSE Equalizers for MIMO Systems: A Close Study in High SNR Regime,” IEEE Transactions on Information Theory, to appear.

150. X. Zeng, J. Li, R.J. McGough, “A Waveform Diversity Method for Optimizing 3D Power Depositions Generated by Ultrasound Phased Arrays,” IEEE Transactions on Biomedical Engineering, to appear.

151. J. Li, X. Zhu, P. Stoica, and M. Rangaswamy, “High Resolution Angle-Doppler Imaging for MTI Radar,” IEEE Transactions on Aerospace and Electronic Systems, to appear.

152. P. Babu, P. Stoica, J. Li, Z. Chen, and J. Ge, “Analysis of Radial Velocity Data by a Novel Adaptive Approach,” The Astronomical Journal, to appear.

153. W. Roberts, H. He, J. Li, and P. Stoica, “Improved Active Sensing Through Innovative Probing Waveforms and Adaptive Receivers,” IEEE Signal Processing Magazine, to appear.

154. T. Yardibi, J. Li, P. Stoica, N.S. Zawodny, L.N. Cattafesta, “A covariance fitting approach for correlated acoustic source mapping,” The Journal of the Acoustical Society of America, to appear.

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