Personal Site

List of Publications:


For the old version of this page, please visit this link

Books:

1.    S. Haykin and Y. Xue, Cognitive Radar: A Way of the Future, book under preparation, Wiley.
2.    S. Haykin, Cognitive Dynamic Systems, Cambridge University Press, Oct. 2011. (contributed to Chapters 1, 2 and 6)
3.    S. Haykin, Neural Networks and Learning Machines. Prentice Hall, 2009. (contributed to almost all experiments)
4.    Y. Xue and S. Haykin, Neural Networks and Learning Machines: Solution Manual, Prentice Hall, 2009.
5.    J. Wang and D. Gu, Spatial Adaptive Signal Processing (in Chinese), Northeastern University Press, 2003, (contributed to Chapters 2, 4 and 6)

Theses:

1.    Y. Xue, Cognitive Radar: Theory and Simulations, Ph.D Thesis, McMaster University, 2010.
2.    Y. Xue, Research of Direction-of-Arrival Estimation based on Wavelet Analysis. Ph.D Thesis, Northeastern University, 2007.
3.    Y. Xue, Multiresolution Array Signal Processing in Wavelet Domain, M.Sc. Thesis, Northeastern University, 2004.
4.    Y. Xue, Design of ControlLogix Systems, B.Sc. Thesis, Northeastern University, 2001.
 

Peer-Reviewed Journals:

1.    S. Haykin and Y. Xue, “Cognitive radar”, IEEE Trans. On Signal Processing, under review, paper ID: T-SP-12217-2011.R1.
2.    S. Haykin, A. Zia, Y. Xue, and I. Arasaratnam, “Control theoretic approach to tracking radar: First step towards cognition”, Digital Signal Processing, Elsevier, in press, May 2010.
3.    Y. Xue, L. Yang, and S. Haykin, “Decoupled echo state networks with lateral inhibition”, Neural Networks, Elsevier, vol. 20, no. 3, pp. 365-376, April 2007.
4.    Y. Xue, J. Wang, and Z. Liu, “Subbanding ESPRIT by Daubechies wavelets”, International Journal of Information and Systems Sciences, vol. 3, no. 4, pp. 623-631, Nov. 2007.
5.    Y. Xue, J. Wang, and Z. Liu, “Application of subband decomposition to ESPRIT algorithm”, Journal of Northeastern University (Natural Science), vol. 27, no. 1, pp. 29-32, 2006. (in Chinese)
6.    Z. Liu, J. Wang, and Y. Xue, “Cyclic DOA estimation algorithm with real-valued eigendecomposition”, Control and Decision, vol. 21, no. 8, pp. 945-947, 2006. (in Chinese)
7.    Y. Xue, J. Wang, and Z. Liu, “Wavelet denoising techniques for DOA estimation problem”, Dynamics of Continuous Discrete and Impulse Systems: Series B - Applications & Algorithm, no. 12, pp. 197-208, Dec 2005,
8.    Y. Xue, J. Wang, and X. Song, “Application of multiresolution analysis to direction-of-arrival estimation”, International Journal of Information and Systems Sciences, vol. 1, no. 2, pp. 120-136, June 2005.
9.    Y. Xue, J. Wang, Z. Liu, et. al., “Novel multiresolution DOA estimation method with wavelet packets”, Journal of Northeastern University (Natural Science), vol. 26, no. 7, pp. 625-628, 2005. (in Chinese)
10.    Y. Xue, J. Wang and Z. Liu, “A signal parameter estimation method via wavelet denoising”, Chinese Journal of Scientific Instrument, vol. 26, no. 8, pp. 468-470, 2005. (in Chinese)
11.    Y. Xue, Z. Liu and J. Wang, “Study of master-slave SCADA monitoring systems”, Chinese Journal of Scientific Instrument, vol. 26, no. 8, pp. 618-620, 2005. (in Chinese)
12.    Z. Liu, J. Wang, Y. Xue, et. al., “Unitary cyclic MUSIC algorithm based on real-valued decomposition Technique”, Journal of Northeastern University (Natural Science), vol. 26, no. 7, pp. 629-632, 2005. (in Chinese)
13.    J. Wang, Y. Xue, Z. Liu and F. Liu, “Equivalence of frequency and DOA estimation”, Journal of Yanshan University,  vol. 28, no. 1, pp. 29-32, 2004. (in Chinese)
14.    J. Wang, Y. Xue. Z. Liu, and F. Liu, “Study of DOA estimation methods”, Control and Decision, 18(Suppl1.), pp. 57-59, 2003. (in Chinese)
15.    J. Wang, Y. Xue. Z. Liu, and F. Liu, “Optimizing algorithm in determining the number of signals using wavelet packet decomposition”, Journal of Northeastern University (Natural Science), vol. 24, no. 8, pp. 743-746, 2003. (in Chinese)

Conferences:

1.    S. Haykin, A. Zia*, and I. Arasaratnam, and Y. Xue*, “Cognitive tracking radar”, Proc. of IEEE 2010 Radar Conference, Washington D.C., USA, pp. 1467-1470, June 2010. (*: the authors have contributed equally.)
2.    Z. Liu, J. Wang and Y. Xue, “Interacting multiple sensor filter for sensor networks”. IITA 2010, Qinhuangdao, China, pp.360-364, Nov. 2010.
3.    Z. Liu, J. Wang and Y. Xue, “Interacting multiple model relaying Kalman filter for manoeuvring target”, WNIS 2010, Chongqing, China, Dec. 2010.(Accepted)
4.    S. Haykin, Y. Xue, and T. N. Davidson, “Optimal waveform design for cognitive radar”, Asilomar Conference on Signals, Systems and Computers, pp. 3-7, Oct. 2008.
5.    X. Song, J. Wang, Y. Han, and Y. Xue, “A recursive algorithm to robust adaptive beamforming and diagonal loading”, Proc. of the 6th World Congress on Intelligent Control and Automation, Dalian, China, pp. 2268-2271, June, 2006,
6.    Y. Xue, J. Wang and Z. Liu, “Composite WP-MUSIC algorithm in coherent signals scenario”, Proc. of 2005 Chinese Control and Decision Conference, pp. 1351-1354, 2005. (in Chinese)
7.    Y. Xue, J. Wang, and Z. Liu, “Reduced wavelet packet and its application to beamspace ESPRIT algorithm in correlated signals”, APMC 2005, Suzhou, China, Dec. 2005.
8.    Z. Liu, J. Wang, Y. Xue, “On a real-valued EVD approach to cyclic DOA estimation”, Proc. of ICICS 2005, Beijing, China, pp. 1288-1291, Dec. 2005.
9.    Z. Liu, J. Wang, and Y. Xue, “Unitary cyclic ESPRIT-like direction finding”, APMC 2005, Suzhou, China, 4 pp. Dec. 2005.
10.    Y. Han, J. Wang, X. Song, Z. Liu, and Y. Xue, “Direction of arrival estimation based on distributed sources model in MIMO channel environment”, Proc. of ICICS 2005, Beijing, China, pp. 1241-1244, Dec. 2005.
11.    Y. Xue, J. Wang, and Z. Liu, “Application of wavelet array denoising to ESPRIT algorithm”, TENCON 2005, Melbourne, Australia, pp. 1-4, Nov. 2005.
12.    Y. Xue, J. Wang, and Z. Liu, “Maximal overlap wavelet packet for beamspace DOA estimation in spatially correlated signals”, ICSC 2005, Beijing, China, Oct. 2005.
13.    Y. Xue, J. Wang, and Z. Liu, “A novel improved MUSIC algorithm by wavelet denoising in spatially correlated noises”, Proc. of ISCIT 2005, Beijing, China, pp. 498-501, Oct. 2005.
14.    Y. Xue, J. Wang, and Z. Liu, “Composite WP-MUSIC algorithm in coherent signals scenario “, Proc. of 2005 Chinese Control and Decision Conference, vols 1 and 2, Harbin, China, pp. 1351-1354, June. 2005.
15.    Y. Xue, J. Wang, and Y. Zhang, “Non-mapping back SB-ESPRIT for coherent signals”, ICASSP 2005, Philadelphia, USA, pp. 633-636, March 2005.
16.    Z. Liu, J. Wang, and Y. Xue, “On Hermitian mapping for direction-of-arrival estimation of coherent cyclostationary signals”, TENCON 2005, Melbourne, Australia, Nov. 2005.
17.    D. Tian, J. Wang, Y. Xue, et. al., “A neural minor component analysis algorithm for robust beamforming”, Proc. of ISCIT 2005, Beijing, China, pp. 1142-1145, Oct. 2005.
18.    Z. Liu, J. Wang, and Y. Xue, “Improving the performance of cyclic ESPRIT via real-valued decomposition”, Proc. of ISCIT 2005, Beijing, China, pp. 788-791, Oct. 2005.
19.    Y. Han, J. Wang, X. Song, Z. Liu, and Y. Xue, “Direction of arrival estimation of coherently distributed sources based on unitary ESPRIT in MIMO channel models “, Proc. of ISCIT 2005, Beijing, China, pp. 358-361, Oct. 2005.
20.    G. Xue, J. Wang, Y. Xue, and Z. Liu, “Multi-mode antenna selection based on Shannon capacity under correlated channel”, Proc. of ISAP 2005, Seoul, Korea, pp. 73-76, Aug. 2005.
21.    X. Song, J. Wang, Y. Xue, and Y. Han, “Linear constrained CMA approach to robust adaptive beamforming”, Proc. of ISAP 2005, Seoul, Korea, pp. 261-264, Aug. 2005.
22.    Y. Han, J. Wang, Y. Xue, and X. Song, “The DOA estimation of incoherently distributed source using the propagator method”, ISAP 2005, Seoul, Korea, pp. 645-648, Aug. 2005.
23.    D. Tian, J. Wang, Y. Xue, and Z. Liu, “A neural-network-based blind beamforming algorithm”, Proc. of ISAP 2005, Seoul, Korea, pp. 649-652, Aug. 2005.
24.    L. Jia, J. Wang, Z. Liu, and Y. Xue, “Adaptive multiuser detection algorithm based on subspace tracking”, ISAP 2005, Seoul, Korea, pp. 1285-1288, Aug. 2005.

25.    Y. Xue and J. Wang, “Design of an EtherNet/IP-based two-axis servo system”, IFAC MMM 2004, Nancy, France, Preprint, Sept 2004.
26.    Y. Xue, J. Wang and Z. Liu, “Wavelet packet-based direction-of-arrival estimation”, ICASSP 2004, Montreal, Canada, vol. II, pp. 505-508, May 2004.

Technical Reports:

1.    Y. Xue, “Cognitive radar networks: theory and development of a MATLAB testbed”, A confidential report for NSERC funding collaborating with SICOM systems, Aug. 2009.
2.    Y. Xue, “A Novel Optimal Waveform Design Method”, A course report on waveform design for cognitive radar, Feb 2007.
3.    M. Ganapathy, J. D. Vincent, P. Fayard, Y. Xue, P. Setoodeh, “A Bayesian Model of The Visual System”, A course report on the Bayesian brain project for cognitive dynamic systems, Feb 2007.
4.    L. Yang and Y. Xue, “Development of a new recurrent neural network toolbox (RNN-Tool)”, A Course report on training recurrent multilayer perceptron and echo state network, July 2006.

Patents:

1.    S. Haykin, A. Zia, I. Arasaratnam, and Y. Xue, “Cognitive tracking radar”, Canada and US Patent, US application serial No. 12/588,346. Canada application serial No. 2,682,428, 2009.
2.    S. Haykin and Y. Xue, “New generation of radar systems enabled with cognition”, US Patent, US application serial No. 61/331,977, 2010.



  •  Note:
    • If you like to have my master thesis (in Chinese Version), please send me email at "yxue AT soma DOT mcmaster DOT ca".

    • If you have any question or suggestion to my paper, or like to discuss my paper, please also send me email.