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. 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
  2. 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
  3. X. Wang, P. Liu, and Y. Gu, Local-set-based Graph Signal Reconstruction, submitted for possible publication at IEEE Transactions on Signal Processingpdf
  4. S. Jiang and Y. Gu, Block-Sparsity-Induced Adaptive Filter for Multi-Clustering System Identification, submitted for possible publication at IEEE Transactions on Signal Processingpdf
  5. J. Liu, Y. Gu, and M. Wang, Improved Incremental Constraint Projection Method by Sampling Multiple Constraints, will be submitted for possible publication. pdf

 

Journal Papers

  1. L. Chen and Y. Gu, The Convergence Guarantees of a Non-convex Approach for Sparse Recovery, IEEE Transactions on Signal Processing, 62(15):3754-3767, 2014. pdf
  2. J. Zhu, X. Wang, X. Lin, and Y. Gu, Maximum Likelihood Estimation from Sign Measurements with Sensing Matrix Perturbation, IEEE Transactions on Signal Processing, 62(15):3741-3753, 2014. pdf
  3. 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
  4. 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
  5. 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
  6. Y. Cheng, Y. Gu, and X. Lin, Combined Power Control and Link Selection in Device-to-device Enabled Cellular Systems, IET Communications, 7(12):1221-1230, 2013.
  7. J. Jin, Q. Qu, and Y. Gu, Robust Zero-point Attraction Least Mean Square Algorithm on Near Sparse System Identification, IET Signal Processing, 7(3): 210-218, 2013. pdf
  8. J. Ding, L. Chen, and Y. Gu, Perturbation Analysis of Orthogonal Matching Pursuit, IEEE Transactions on Signal Processing, 61(2):398-410, 2013. pdf
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. Y. Gu, J. Jin, S. Mei, l0 Norm Constraint LMS for Sparse System Identification, IEEE Signal Processing Letters, 16(9):774-777, 2009. pdf
  19. 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.
  20. Z. Jiang, Y. Gu, Novel adaptive particle filters in robot localization, Acta Automatica Sinica. 31(6):833-838, 2005.
  21. Y. Gu, K. Tang, H. Cui, LMS algorithm with gradient descent filter length. IEEE Signal Processing Letters, 11(3): 305-307, 2004.
  22. 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.
  23. 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.
  24. 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.
  25. 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. M. Wang, Y. Xu, and Y. Gu, Multi-Task Nonconvex Optimization with Joint Constraints: A Distributed Algorithm Using Monte Carlo Estimates, International Conference on Digital Signal Processing (DSP), 793-796, Aug. 20-23, 2014, Hong Kong, China.
  2. P. Liu, X. Wang, X. Che, Z. Chen, and Y. Gu, Defense Against Sybil Attacks in Directed Social Networks, International Conference on Digital Signal Processing (DSP), 239-243, Aug. 20-23, 2014, Hong Kong, China. code slides
  3. L. Chen and Y. Gu, Robust Recovery of Low-Rank Matrices via Non-Convex Optimization, International Conference on Digital Signal Processing (DSP), 355-360, Aug. 20-23, 2014, Hong Kong, China. code slides
  4. L. Chen and Y. Gu, Robust Sparse Recovery via Non-Convex Optimization, International Conference on Digital Signal Processing (DSP), 742-747, Aug. 20-23, 2014, Hong Kong, China. slides
  5. Y. Gu and M. Wang, Learning Distributed Jointly Sparse Systems by Collaborative LMS, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 7278-7282, May 4-9, 2014, Florence, Italy.
  6. P. Liu, X. Wang, and Y. Gu, Coarsening Graph Signal with Spectral Invariance, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 1075-1079, May 4-9, 2014, Florence, Italy. code
  7. L. Chen and Y. Gu, The Convergence Guarantees of a Non-convex Approach for Sparse Recovery Using Regularized Least Squares, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 3374-3378, May 4-9, 2014, Florence, Italy. code
  8. X. Shen, J. K. Romberg, and Y. Gu, Robust Off-Grid Recovery from Compressed Measurements, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 3379-3383, May 4-9, 2014, Florence, Italy. code
  9. J. Zhang, L. Chen, P. T. Boufounos, and Y. Gu, On the Theoretical Analysis of Cross Validation in Compressive Sensing, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 3394-3398, May 4-9, 2014, Florence, Italy. code
  10. D. Yin, H. C. So, and Y. Gu, Sparse Constraint Affine Projection Algorithm with Parallel Implementation and Application in Compressive Sensing, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 7288-7292, May 4-9, 2014, Florence, Italy. code
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. 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.
  20. 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.
  21. 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.
  22. 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.
  23. 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.
  24. S. Song, F. Zhu, Y. Gu, et al., SAUR: A Service Aided UWB Routing for Wireless Mesh Networks, International Conference on Communications (ICC), 1:321-327, May 2010, Cape Town, South Africa.
  25. J. Jin, Y. Gu, and S. Mei, Sparse constraint multidelay frequency adaptive filtering algorithm for echo cancellation, International Conference on Audio, Language and Image Processing (ICALIP), 362-366, 2010.
  26. 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.
  27. 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.
  28. 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.
  29. 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.
  30. 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.
  31. 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.
  32. 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.
  33. 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.
  34. 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.
  35. 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.
  36. 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.
  37. 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.
  38. 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. Y. Bi and Y. Gu, Study of Gas Leak Source Detection and Localization based on Greedy Approach, Computer Simulation, 31(1): 286-289, 2014.
  2. P. Wang, Y. Gu and S. Mei, Algorithm Design for Opportunistic Routing based on State Transition, Journal of Electronics & Information Technology, 35(8): 1977-1982, 2013.
  3. P. Wang, Y. Gu and S. Mei, Optimal Multicast Opportunistic Routing based on Markov Chain, Science in China Series F-Information Sciences, 43(8): 1032-1041, 2013.
  4. P. Wang, L. Wu, Y. Gu and S. Mei, Low Complexity Soft-decision Algorithm for Multi-h CPM, Journal of Central South University of Technology, 44(12): 4869-4873, 2013.
  5. L. Chen, H. Li, Y. Gu and X, Lin, Design and Implementation of Video Conference Server Based on DM8168, Computer Simulation, 30(11): 206-209, 2013.
  6. L. Luo, X. Che, and Y. Gu, Distributed Video Coding Using Multiple Measurement Vectors and LDPCA, Computer Simulation, 30(5): 191-194, 2013.
  7. P. Wang, Y. Gu and S. Mei, Distributed Bandwidth Allocation for Wireless MESH Networks, Journal of Tsinghua University, 53(3):404-409, 2013.
  8. H. Liu and Y. Gu, Survey on TCP Congestion Control for MANET, Journal of Central South University of Technology, 44(1):156-165, 2013.
  9. 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.
  10. F. Zhu, L. Wu, and Y. Gu, Optimal payload lengths of reliable multicast schemes, Journal on Communications, 32(6):101-106, 2011.
  11. 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.
  12. 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.
  13. 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.
  14. W. Wang, Z. Xiang, W. Li, and Y. Gu, Research on the selection of quality factor in JPEG image coding, Microcomputer Information, 26:184-185, 2010.
  15. 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.
  16. P. Xu and Y. Gu, MAC Protocol of Standard ECMA-368, Wireless Communication Technology, (4):15-20, 2009.
  17. Z. Jiang, Y. Gu, and K. Tang, Robust adaptive particle filter in robot localization, Journal of Tsinghua University , 45(7):920-923, 2009.
  18. G. Wang, Y. Xiang, Y. Gu, and S. Mei, Design of communication board in SIMADYN D based MPC860, Microcomputer Information, 16:3-4, 2008.
  19. 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.
  20. Y. Gu, K. Tang, H. Cui, et al., Novel variable step size NLMS algorithm, Journal of Tsinghua University, 42(1):15-18, 2002.