HomePublications

Books

  1. Y. Gu, Signals and Systems -- Exercises and Solutions (in Chinese), Higher Education Press, Beijing, China, Aug. 2011.
    谷源涛,《信号与系统(第三版)习题解析》,北京:高等教育出版社,2011年8月.
  2. Y. Gu, Q. Ying, J. Zheng, Signals and Systems -- Practicing with MATLAB (in Chinese), Higher Education Press, Beijing, China, Jan. 2008.
    谷源涛、应启珩、郑君里,《信号与系统—MATLAB综合实验》,北京:高等教育出版社,2008年1月.

 

Manuscripts

  1. L. Chen and Y. Gu, The Convergence Guarantees of a Non-convex Approach for Sparse Recovery, submitted for possible publication at IEEE Transactions on Signal Processing. pdf
  2. J. Liu, J. Jin, and Y. Gu, Robustness of Sparse Recovery via F-minimization: A Topological Viewpoint, submitted for possible publication at IEEE Transactions on Information Theory. pdf
  3. J. Zhu, X. Wang, and Y. Gu, Maximum Likelihood Estimation from Sign Measurements with Sensing Matrix Perturbation, submitted for possible publication at IEEE Transactions on Signal Processing. pdf
  4. J. Zhang, L. Chen, P. T. Boufounos, and Y. Gu, Cross Validation in Compressive Sensing and its Application of OMP-CV Algorithm, will be submitted for possible publication. pdf

 

Journal Papers

  1. Y. Tang, L. Chen, and Y. Gu, On the Performance Bound of Sparse Estimation With Sensing Matrix Perturbation, IEEE Transactions on Signal Processing, 61(17):4372-4386, 2013. pdf
  2. L. Chen and Y. Gu, Oracle-Order Recovery Performance of Greedy Pursuits With Replacement Against General Perturbations, IEEE Transactions on Signal Processing, 61(18):4625-4636, 2013. pdf
  3. X. Wang, Z. Chen, P. Liu, and Y. Gu, Edge Balance Ratio: Power Law from Vertices to Edges in Directed Complex Networks, IEEE Journal of Selected Topics in Signal Processing, 7(2):184-194, 2013. pdf
  4. J. Jin, Q. Qu, and Y. Gu, A Robust Zero-point Attraction LMS Algorithm on Near Sparse System Identification, IET Signal Processing, 7(3): 210-218, 2013. pdf
  5. J. Ding, L. Chen, and Y. Gu, Perturbation Analysis of Orthogonal Matching Pursuit, IEEE Transactions on Signal Processing, 61(2):398-410, 2013. pdf
  6. X. Wang, Y. Gu, and L. Chen, Proof of Convergence and Performance Analysis for Sparse Recovery via Zero-point Attracting Projection, IEEE Transactions on Signal Processing, 60(8): 4081-4093, 2012. pdf
  7. Y. You, L. Chen, Y. Gu, W. Feng, and H. Dai, Retrieval of Sparse Solutions of Multiple-Measurement Vectors via Zero-point Attracting Projection, Signal Processing, 92(12): 3075-3079, 2012. pdf
  8. G. Su, J. Jin, Y. Gu, and J. Wang, Performance Analysis of l0 Norm Constraint Least Mean Square Algorithm, IEEE Transactions on Signal Processing, 60(5): 2223-2235, 2012. pdf
  9. Y. You, J. Jin, W. Duan, N. Liu, Y. Gu, and J. Yang, Zero-point attracting projection algorithm for sequential compressive sensing, IEICE Electronics Express, 9(4):314-319, 2012. pdf
  10. H. Liu and Y. Gu, TCP with Hop-Oriented Network Coding in Multi-Radio Multi-Channel Wireless Mesh Networks, IET Networks, 1(3):171-180, 2012. pdf
  11. H. Liu and Y. Gu, Incorporating Network Coding into TCP Grounded on Network Utility Maximization in Multi-Radio Multi-Channel Wireless Mesh Networks. China Communications, 9(6):28-35, 2012. pdf
  12. H. Liu, J. Chen, S. Song, and Y. Gu, Performance Enhancement and Utility Maximization for TCP in Wireless Mesh Networks. China Communications, 9(4):35-44, 2012. pdf
  13. H. Nan, Y. Gu, H. Zhang, Optical Analog-to-Digital Conversion System based on Compressive Sampling, IEEE Photonics Technology Letters, 23(2):67-69, 2011. pdf
  14. J. Jin, Y. Gu, S. Mei, A stochastic gradient approach on compressive sensing signal reconstruction based on adaptive filtering framework, IEEE Journal of Selected topics in Signal Processing, 4(2):409-420, 2010. pdf
  15. Y. Gu, J. Jin, S. Mei, l0 Norm Constraint LMS for Sparse System Identification, IEEE Signal Processing Letters, 16(9):774-777, 2009. pdf
  16. Y. Gu, Y. Chen, Z. Jiang, and K. Tang, Particle filter based multi-camera integration for face 3D-pose tracking, International Journal of Wavelets Multiresolution and Information Processing, 4(4):677-690, 2006.
  17. Z. Jiang, Y. Gu, Novel adaptive particle filters in robot localization, Acta Automatica Sinica. 31(6):833-838, 2005.
  18. Y. Gu, K. Tang, H. Cui, LMS algorithm with gradient descent filter length. IEEE Signal Processing Letters, 11(3): 305-307, 2004.
  19. Y. Gu, K. Tang, H. Cui, Superior step-size theorem and its application - Parallel variable step-size LMS filters algorithm, Science in China Series F-Information Sciences, 47(2):151-160, 2004.
  20. Y. Gu, K. Tang, H. Cui, et al., Convergence analysis of deficient-length LMS filter and optimal length sequence to model exponential decay impulse response. IEEE Signal Processing Letters, 10(1):4-7, 2003.
  21. Y. Gu, K. Tang, H. Cui, et al., Optimal variable step-size LMS model and algorithm with independence assumption, Science in China Series F-Information Sciences, 46(6):409-419, 2003.
  22. Y. Gu, K. Tang, H. Cui, et al., Modifier formula on mean square convergence of LMS algorithm. IEE Electronics Letters, 38(19):1147-1148, 2002.

 

Conference Papers

  1. Y. Gu and M. Wang, Learning Distributed Jointly Sparse Systems by Collaborative LMS, accepted by IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014.
  2. P. Liu, X. Wang, and Y. Gu, Coarsening Graph Signal with Spectral Invariance, accepted by IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014.
  3. L. Chen and Y. Gu, The Convergence Guarantees of a Non-convex Approach for Sparse Recovery Using Regularized Least Squares, accepted by IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014. code
  4. X. Shen, J. K. Romberg, and Y. Gu, Robust Off-Grid Recovery from Compressed Measurements, accepted by IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014. code
  5. J. Zhang, L. Chen, P. T. Boufounos, and Y. Gu, On the Theoretical Analysis of Cross Validation in Compressive Sensing, accepted by IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014. code
  6. D. Yin, H. C. So, and Y. Gu, Sparse Constraint Affine Projection Algorithm with Parallel Implementation and Application in Compressive Sensing, accepted by IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014. code
  7. J. Liu, J. Jin, and Y. Gu, Relation between Exact and Robust Recovery for F-minimization: A Topological Viewpoint, IEEE International Symposium on Information Theory (ISIT), 859-863, July 7-12, 2013, Istanbul, Turkey.
  8. Y. Wang, L. Chen, and Y. Gu, On estimating the loss of signal-to-noise ratio in compressive sensing based systems, IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP), 54-57, July 6-10, 2013, Beijing, China.
  9. Y. Gu, A Greedy Approach to Linear Prediction with Sparse Residuals, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 8154-8158, May 26-31, 2013, Vancouver, Canada.
  10. L. Chen and Y. Gu, From Least Squares to Sparse: A Non-convex Approach with Guarantee, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 5875-5879, May 26-31, 2013, Vancouver, Canada.
  11. Z. Xiang and Y. Gu, Adaptive Speech Enhancement Using Sparse Prior Information, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 7025-7029, May 26-31, 2013, Vancouver, Canada.
  12. L. Chen and Y. Gu, Backtracking Matching Pursuit with Supplement Set of Arbitrary Size, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 6541-6545, May 26-31, 2013, Vancouver, Canada.
  13. J. Liu, J. Jin, and Y. Gu, Efficient Recovery of Block Sparse Signals via Zero-point Attracting Projection, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 3333-3336, Mar. 25-30, 2012, Kyoto, Japan.
  14. J. Ding, L. Chen, and Y. Gu, Robustness of Orthogonal Matching Pursuit for Multiple Measurement Vectors in Noisy Scenario, IEEE International Conference on Acoustics, Speech and Processing (ICASSP), 3813-3816, Mar. 25-30, 2012, Kyoto, Japan.
  15. Y. Wang, L. Chen, and Y. Gu, Quantization Reference Voltage of the Modulated Wideband Converter, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 3681-3684, Mar. 25-30, 2012, Kyoto, Japan.
  16. L. Chen, J. Chen, and Y. Gu, Greedy Pursuits: Stability of Recovery Performance against General Perturbations, International Conference on Computing, Networking and Communications, Signal Processing for Communications Symposium (ICNC'12-SPC), 897-901, Jan. 30 - Feb. 2, 2012, Hawaii, USA.
  17. J. Ding, L. Chen, and Y. Gu, Performance Analysis of Orthogonal Matching Pursuit under General Perturbations, International Conference on Computing, Networking and Communications, Signal Processing for Communications Symposium (ICNC'12-SPC), 892-896, Jan. 30 - Feb. 2, 2012, Hawaii, USA.
  18. S. Yue, J. Chen, Y. Gu, C. Wu, Y. Shi. Dual-pricing Policy for Controller-side Strategies in Demand Side Management, IEEE Second International Conference on Smart Grid Communications (IEEE SmartGridCom), 357-362, Oct. 17-20, 2011, Brussels, Belgium.
  19. H. Liu, J. Chen, and Y. Gu. A New Mechanism to Incorporate Network Coding into TCP in Multi-Radio Multi-Channel Wireless Mesh Networks, International Conference on Mobile Ad-hoc and Sensor Networks (MSN), 256-260, Dec. 16-18, 2011, Beijing, China.
  20. S. Song, F. Zhu, Y. Gu, et al., A Service Aided UWB Routing for Wireless Mesh Networks, International Conference on Communications (ICC), 1:321-327, May 2010, Cape Town, South Africa.
  21. L. Chen, J. Jin, and Y. Gu, A calibration system and perturbation analysis for the Modulated Wideband Converter, IEEE International Conference on Signal Processing(ICSP), 1:78-81, Oct. 24-28, 2010, Beijing, China.
  22. G. Su, J. Jin, and Y. Gu, Performance analysis of l0-LMS with uncorrelated Gaussian input signal, IEEE International Conference on Signal Processing(ICSP), 1:235-238, Oct. 24-28, 2010, Beijing, China.
  23. J. Jin, Y. Gu, and S. Mei, An improved greedy algorithm for signal recovery from random measurements, IEEE International Conference on Signal Processing(ICSP), 1:235-238, Oct. 24-28, 2010, Beijing, China.
  24. Y. Chen, Y. Gu, and A.O. Hero, Sparse LMS for system identification, International Conference on Acoustics, Speech and Signal Processing (ICASSP), 3125-3128, Apr. 19-24, 2009, Taipei, Taiwan.
  25. Y. Gu, Y. Chen, and J. Wang, Novel Color-Based Target Representation for Visual Object Tracking, IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP), II201-II204, May 14-19, 2006, Toulouse, France.
  26. Y. Li, Y. Gu, and K. Tang, Parallel NLMS Filters with Stochastic Active Taps and Step-sizes for Sparse System Identification, International Conference on Acoustic, Speech, and Signal Processing (ICASSP), III109-III112, May 14-19, 2006, Toulouse, France.
  27. X. Liu, Y. Li, Y. Gu, et al., Enhanced Stochastic Taps NLMS Filter with Efficient Sparse Taps Localization, International Conference on Signal Processing (ICSP), Vol.4, Nov. 16-20, 2006. Guilin, China.
  28. Y. Gu, Y. Chen, and K. Tang, Network Echo Canceller with Active Taps Stochastic Localization, International Symposium on Communications and Information Technologies (ISCIT), 1: 538-541, Oct. 12-14, 2005, Beijing, China.
  29. Y. Gu, Y. Chen, Z. Jiang, Y. Chen, C. Liao, K. Liu, and K. Tang, Particle Filter based Multi-Camera Integration for Face 3D-Pose Tracking, International Conference on Intelligent Computing (ICIC), 953-962, Aug. 23-26, 2005, Hefei, China.
  30. Y. Gu, K. Tang, and H. Cui, Sufficient condition for tap-length gradient adaptation of LMS algorithm, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), II461-II464, May 17-21, 2004, Montreal, Canada.
  31. J. Wang, Y. Gu, and K. N. Plataniotis, Select Eigenfaces For Face Recognition With One Training Sample per Subject, International Conference on Control, Automation, Robotics and Vision (ICARCV), 391-396, Dec. 6-9, 2004, Kunming, China.
  32. Y. Gu, K. Tang, H. Cui, et al., Exact convergence analysis of LMS algorithm for tapped-delay I.I.D. input with large stepsize, IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering (TENCON), 1298-1301, Oct. 28-31, 2002, Beijing, China.
  33. Y. Gu, K. Tang, H. Cui, et al., Optimal stepsize update equation in nonstationary environment and OVS-LMSII algorithm, International Conference on Communication Circuits and Systems (ICCCS), 1252-1256, Jun. 26-28, 2002, Chengdu, China.

 

Journal Papers (in Chinese)

  1. P. Wang, Y. Gu and S. Mei, Algorithm Design for Opportunistic Routing based on State Transition, accepted for publication at Journal of Electronics & Information Technology.
  2. P. Wang, Y. Gu and S. Mei, Optimal Multicast Opportunistic Routing based on Markov Chain, accepted for publication at Science in China Series F-Information Sciences.
  3. P. Wang, Y. Gu and S. Mei, Low Complexity Soft-decision Algorithm for Multi-h CPM, accepted for publication at Journal of Central South University of Technology.
  4. Y. Bi and Y. Gu, Study of Gas Leak Source Detection and Localization based on Greedy Approach, accepted for publication at Computer Simulation.
  5. L. Chen, H. Li, Y. Gu and X, Lin, Design and Implementation of Video Conference Server Based on DM8168, accepted for publication at Computer Simulation.
  6. P. Wang, Y. Gu and S. Mei, Distributed Bandwidth Allocation for Wireless MESH Networks, Journal of Tsinghua University, 53(3):404-409, 2013.
  7. H. Liu and Y. Gu, Survey on TCP Congestion Control for MANET, Journal of Central South University of Technology, 44(1):156-165, 2013.
  8. H. Zhao, J. Chen, and Y. Gu, Mobile Base Station’s Relocate Method Based on Improved Virtual Force Algorithm, Telecommunication Engineering, 52(3):294-299, 2012.
  9. F. Zhu, L. Wu, and Y. Gu, Optimal payload lengths of reliable multicast schemes, Journal on Communications, 32(6):101-106, 2011.
  10. Q. Qu, J. Jin, and Y. Gu, An Improved l0-LMS Algorithm for Sparse System Identification, Journal of Electronics & Information Technology, 33(3):606-609, 2011.
  11. J. Jin, Y. Gu, and S. Mei, An Introduction to Compressive Sampling and Its Applications, Journal of Electronics & Information Technology, 32(2):470-475, 2010.
  12. J. Jin, Y. Gu, and S. Mei, Adaptive algorithm for sparse system identification: Zero-attracting LMS, Journal of Tsinghua University, 50(10):1656-1659, 2010.
  13. J. Cui, Y. Gu, and K. Tang, Video Noise Reduction Method Using Background Extraction and Adaptive Spatial Filter, Video Engineering, 33(S2):75-78, 2009.
  14. P. Xu and Y. Gu, MAC Protocol of Standard ECMA-368, Wireless Communication Technology, (4):15-20, 2009.
  15. Z. Jiang, Y. Gu, and K. Tang, Robust adaptive particle filter in robot localization, Journal of Tsinghua University , 45(7):920-923, 2009.
  16. Y. Gu, K. Tang, H. Cui, et al., Optimal variable step-size least-mean-square model and practical algorithm, Journal of Tsinghua University, 43(1):9-11, 2003.
  17. Y. Gu, K. Tang, H. Cui, et al., Novel variable step size NLMS algorithm, Journal of Tsinghua University, 42(1):15-18, 2002.