A journal of IEEE and CAA , publishes high-quality papers in English on original theoretical/experimental research and development in all areas of automation
Volume 5 Issue 1
Jan.  2018

IEEE/CAA Journal of Automatica Sinica

  • JCR Impact Factor: 15.3, Top 1 (SCI Q1)
    CiteScore: 23.5, Top 2% (Q1)
    Google Scholar h5-index: 77, TOP 5
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Article Contents
Zidong Wang, Licheng Wang, Shuai Liu and Guoliang Wei, "Encoding-Decoding-Based Control and Filtering of Networked Systems:Insights, Developments and Opportunities," IEEE/CAA J. Autom. Sinica, vol. 5, no. 1, pp. 3-18, Jan. 2018. doi: 10.1109/JAS.2017.7510727
Citation: Zidong Wang, Licheng Wang, Shuai Liu and Guoliang Wei, "Encoding-Decoding-Based Control and Filtering of Networked Systems:Insights, Developments and Opportunities," IEEE/CAA J. Autom. Sinica, vol. 5, no. 1, pp. 3-18, Jan. 2018. doi: 10.1109/JAS.2017.7510727

Encoding-Decoding-Based Control and Filtering of Networked Systems:Insights, Developments and Opportunities

doi: 10.1109/JAS.2017.7510727
Funds:

the Royal Society of the UK, the National Natural Science, Foundation of China 61329301

the Royal Society of the UK, the National Natural Science, Foundation of China 61374039

the Program for Capability Construction of Shanghai Provincial Universities 15550502500

More Information
  • In order to make the information transmission more efficient and reliable in a digital communication channel with limited capacity, various encoding-decoding techniques have been proposed and widely applied in many branches of the signal processing including digital communications, data compression, information encryption, etc. Recently, due to its promising application potentials in the networked systems (NSs), the analysis and synthesis issues of the NSs under various encoding-decoding schemes have stirred some research attention. However, because of the network-enhanced complexity caused by the limited network resources, it poses new challenges to the design of suitable encoding-decoding procedures to meet certain control or filtering performance for the NSs. In this survey paper, our aim is to present a comprehensive review of the encoding-decodingbased control and filtering problems for different types of NSs. First, some basic introduction with respect to the coding-decoding mechanism is presented in terms of its engineering insights, specific properties and theoretical formulations. Then, the recent representative research progress in the design of the encodingdecoding protocols for various control and filtering problems is discussed. Some possible further research topics are finally outlined for the encoding-decoding-based NSs.

     

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  • [1]
    S. Azuma and T. Sugie, "Dynamic quantization of nonlinear control systems, " IEEE Transactions on Automatic Control, vol. 57, no. 4, pp. 875-888, Apr. 2012. http://ieeexplore.ieee.org/document/6018250/
    [2]
    H. Bai, M. Zhang, A. Wang, M. Liu, and Y. Zhao, "Multiple description video coding using inter-and intra-description correlation at macro block level, " IEICE Transactions on Information and Systems, vol. E97D, no. 2, pp. 384-387, Feb. 2014. http://ci.nii.ac.jp/naid/130003394851
    [3]
    Y. Barshalom, "Redundancy and data compression in recursive estimation, " IEEE Transactions on Automatic Control, vol. AC17, no. 5, pp. 684-689, 1972. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1100094
    [4]
    Y. Berrouche and R. E. Bekka, "Improved multiple description wavelet based image coding using Hadamard transform, " AEU-International Journal of Electronics and Communications, vol. 68, no. 10, pp. 976-982, 2014. doi: 10.1016/j.aeue.2014.04.021
    [5]
    R. Carli, F. Fagnani, and P. Frasca, "Efficient quantized techniques for consensus algorithms, " NeCST workshop, pp. 1-8, Nancy, France, 2007. http://www.researchgate.net/publication/267254395_EFFICIENT_QUANTIZED_TECHNIQUES_FOR_CONSENSUS_ALGORITHMS
    [6]
    X. Chen, X. Liao, L. Gao, S. Yang, H. Wang, and H. Li, "Event-triggered consensus for multi-agent networks with switching topology under quantized communication, " Neurocomputing, vol. 230, pp. 294-301, Mar. 2017. http://dl.acm.org/citation.cfm?id=3050632
    [7]
    T. M. Cheng, "Robust output feedback stabilization of nonlinear networked systems via a finite data-rate communication channel, " Journal of Systems Science & Complexity, vol. 24, no. 1, pp. 1-13, Feb. 2011. http://www.cqvip.com/Main/Detail.aspx?id=36781548
    [8]
    G. Como, F. Fagnani, and S. Zampieri, "Anytime reliable transmission of real-valued information through digital noisy channels, " SIAM Journal on Control and Optimization, vol. 48, no. 6, pp. 3903-3924, 2010. doi: 10.1137/09074601X
    [9]
    P. Correia, P. A. Assuncao, and V. Silva, "Multiple description of coded video for path diversity streaming adaptation, " IEEE Transactions on Multimedia, vol. 14, no. 3, pp. 923-935, Jun. 2012. http://ieeexplore.ieee.org/document/6121908/
    [10]
    C. E. Curry, P. Mirchandani, and C. F. Price, "State estimation with coarsely quantized, high data-rate measurements, " IEEE Transactions on Aerospace and Electronic Systems, vol. 11, no. 4, pp. 613-621, 1975. https://asu.pure.elsevier.com/en/publications/state-estimation-with-coarsely-quantized-high-data-rate-measureme
    [11]
    D. F. Delchamps, "Stabilizing a linear-system with quantized state feedback, " IEEE Transactions on Automatic Control, vol. 35, no. 8, pp. 916-924, Aug. 1990. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=58500
    [12]
    S. Dey, A. Chiuso, and L. Schenato, "Event-triggered stabilization of linear systems under bounded bit rates, " IEEE Transactions on Automatic Control, vol. 62, no. 6, pp. 3054-3061, Jun. 2017. http://ieeexplore.ieee.org/xpls/icp.jsp?arnumber=7272079
    [13]
    D. Ding, Z. Wang, D. W. C. Ho, and G. Wei, "Distributed recursive filtering for stochastic systems under uniform quantizations and deception attacks through sensor networks, " Automatica, vol. 78, pp. 231-240, Feb. 2017. http://www.sciencedirect.com/science/article/pii/S0005109816305349
    [14]
    D. Ding, Z. Wang, B. Shen, and H. Dong, "Event-triggered distributed ${mathcal {H}}_{infty}$ state estimation with packet dropouts through sensor networks, " IET Control Theory & Applications, vol. 9, no. 13, pp. 1948-1955, Aug. 2015.
    [15]
    D. Ding, G. Wei, S. Zhang, Y. Liu, and F. E. Alsaadi, "On scheduling of deception attacks for discrete-time networked systems equipped with attack detectors, " Neurocomputing, vol. 219, pp. 99-106, Jan. 2017. http://dl.acm.org/citation.cfm?id=3033799.3034115
    [16]
    H. Dong, X. Bu, N. Hou, Y. Liu, F. E. Alsaadi, and T. Hayat, "Event-triggered distributed state estimation for a class of time-varying systems over sensor networks with redundant channels, " Information Fusion, vol. 36, pp. 243-250, Jul. 2017. http://www.sciencedirect.com/science/article/pii/S1566253516302251
    [17]
    H. Dong, Z. Wang, J. Lam, and H. Gao, "Distributed filtering in sensor networks with randomly occurring saturations and successive packet dropouts, " International Journal of Robust and Nonlinear Control, vol. 24, pp. 1743-1759, Aug. 2014. doi: 10.1002/rnc.2960/pdf
    [18]
    A. A. Elgamal, T. M. Cover, "Achievable rates for multiple descriptions, " IEEE Transactions on Information Theory, vol. 28, no. 6, pp. 851-857, Aug. 1982. http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=1056588
    [19]
    J. Fang and Q.-Q. Liu, "Quantized feedback control over packet dropout communication channels, " Information Technology and Control, vol. 41, no. 3, pp. 229-238, 2012. https://www.researchgate.net/publication/232623142_Quantized_Feedback_Control_Over_Packet_Dropout_Communication_Channels
    [20]
    J. Fang and H. Li, "Distributed adaptive quantization for wireless sensor networks: From delta modulation to maximum likelihood, " Information Technology and Control, vol. 56, no. 10, pp. 5246-5257, Oct. 2008. http://ieeexplore.ieee.org/document/4579689/
    [21]
    A. Farhadi, "Feedback channel in linear noiseless dynamic systems controlled over the packet erasure network, " International Journal of Control, vol. 88, no. 8, pp. 1490-1503, Aug. 2015. doi: 10.1080/00207179.2015.1007529
    [22]
    A. Farhadi and N. U. Ahmed, "Tracking nonlinear noisy dynamic systems over noisy communication channels, " IEEE Transactions on Communications, vol. 59, no. 4, pp. 955-961, Apr. 2011. http://ieeexplore.ieee.org/document/5715837/
    [23]
    A. Farhadi and C. D. Charalambous, "Robust coding for a class of sources: Applications in control and reliable communication over limited capacity channels, Systems & Control Letters, " vol. 57, no. 12, pp. 1005-1012, Dec. 2008. http://www.sciencedirect.com/science/article/pii/S0167691108001060
    [24]
    A. Farhadi and C. D. Charalambous, "Stability and reliable data reconstruction of uncertain dynamic systems over finite capacity channels, Automatica, " vol. 46, no. 5, pp. 889-896, May 2010. http://www.sciencedirect.com/science/article/pii/S0167691108001060
    [25]
    Y. W. Feng and G. Ge, "Optimal coding-decoding for systems controlled via a communication channel, " International Journal of Systems Science, vol. 44, no. 12, pp. 2190-2198, Dec. 2013. http://dl.acm.org/citation.cfm?id=2492479
    [26]
    A. L. Fradkov, B. Andrievsky, and M. Ananyevskiy, "State estimation and synchronization of pendula systems over digital communication channels, " European Physical Journal-Special Topics, vol. 223, no. 4, pp. 773-793, Apr. 2014. doi: 10.1140/epjst/e2014-02140-0
    [27]
    A. L. Fradkov, B. Andrievsky, and R. J. Evans, "Chaotic observer-based synchronization under information constraints, Physical Review E, " vol. 73, no. 6, Article Number: 066209, Jun. 2006. http://europepmc.org/abstract/MED/16906948
    [28]
    A. L. Fradkov, B. Andrievsky, and R. J. Evans, "Synchronization of passifiable Lurie systems via limited-capacity communication channel, " IEEE Transactions on Circuits And Systems I-Regular Papers, vol. 56, no. 2, pp. 430-439, Feb. 2009. http://ieeexplore.ieee.org/document/4738588/
    [29]
    L. Gao, X. Liao, H. Li, and G. Chen, "Event-triggered control for multi-agent network with limited digital communication, Nonlinear Dynamics, " vol. 82, no. 4, pp. 1659-1669, Dec. 2015. doi: 10.1007/s11071-015-2267-y
    [30]
    V. K. Goyal, "Multiple description coding: Compression meets the network, IEEE Transactions on Signal Processing Magazine, " vol. 18, no. 5, pp. 74-93, Sept. 2001. http://doi.ieeecomputersociety.org/resolve?ref_id=doi:10.1109/79.952806&rfr_id=mags/mu/2007/02/mmu2007020050.htm
    [31]
    S. Hattori, K. Kobayashi, H. Okada, and M. Katayama, "On-off error control coding scheme for minimizing tracking error in wireless feedback, " IEEE Transactions on Industrial Informatics, vol. 11, no. 6, pp. 1411-1421, Dec. 2015. http://ieeexplore.ieee.org/document/7295603/
    [32]
    F. Han, G. Wei, D. Ding, and Y. Song, "Finite-horizon ${mathcal{H}}_{infty}$-consensus control for multi-agent systems with random parameters: The local condition case, " Journal of The Franklin Institute-Engineering and Applied Mathematics, vol. 354, no. 14, pp. 6078-6097, Sept. 2017.
    [33]
    F. Han, G. Wei, D. Ding, and Y. Song, "Local condition based consensus filtering with stochastic nonlinearities and multiple missing measurements, " IEEE Transactions on Automatic Control, vol. 62, no. 9, pp. 4784-4790, Sept. 2017. http://ieeexplore.ieee.org/document/7890492/
    [34]
    L. He, D. Han, X. Wang, and L. Shi, "State estimation over a lossy network using linear temporal coding, in Proceedings of the 51st IEEE Conference on Decision and Control, " pp. 2002-2007, Maui, Hawaii, USA, Dec. 2012. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6426825
    [35]
    J. Hespanha, A. Ortega, and L. Vasudevan, "Towards the control of linear systems with minimum bit-rate, in Proceedings of the 15th International Symposium on Mathematical Theory of Networks and Systems, " pp. 1-15, Notre Dame, Indiana, USA, Aug. 2002. https://www.researchgate.net/publication/2562303_Towards_the_Control_of_Linear_Systems_with_Minimum_Bit-Rate
    [36]
    N. Hou, H. Dong, Z. Wang, W. Ren, and F. E. Alsaadi, "Non-fragile state estimation for discrete Markovian jumping neural networks, " Neurocomputing, vol. 179, pp. 238-245, Feb. 2016. http://www.sciencedirect.com/science/article/pii/S092523121501930X
    [37]
    N. Hou, H. Dong, Z. Wang, W. Ren, and F. E. Alsaadi, "${mathcal{H}}_{infty}$ state estimation for discrete-time neural networks with distributed delays and randomly occurring uncertainties through fading channels, " Neural Networks, vol. 89, pp. 61-73, May 2017.
    [38]
    J. Hu, Z. Wang, and H. Gao, "Recursive filtering with random parameter matrices, multiple fading measurements and correlated noises, " Automatica, vol. 49, no. 11, pp. 3440-3448, Nov. 2013. http://www.sciencedirect.com/science/article/pii/S0005109813004226
    [39]
    L. Hu, Z. Wang, Q.-L. Han, and X. Liu, "State estimation under false data injection attacks: Security analysis and system protection, " Automatica, vol. 219, pp. 176-183, 2018. https://www.sciencedirect.com/science/article/pii/S0005109817304983
    [40]
    L. Hu, Z. Wang, Q. -L. Han, and X. Liu, "Event-based input and state estimation for linear discrete time-varying systems, " International Journal of Control, in press. DOI: 10.1080/00207179.2016.1269205.
    [41]
    J. Hu, Z. Wang, S. Liu, and H. Gao, "A variance-constrained approach to recursive state estimation for time-varying complex networks with missing measurements, " Automatica, vol. 64, pp. 155-162, Feb. 2016. http://www.sciencedirect.com/science/article/pii/S0005109815004720
    [42]
    H. Ishii, B. A. Francis, "Quadratic stabilization of sampled-data systems with quantization, " Automatica, vol. 39, no. 10, pp. 1793-1800, Oct. 2013. http://dl.acm.org/citation.cfm?id=2236714&preflayout=flat
    [43]
    H. Ishii, S. Hara, "A subband coding approach to control under limited data rates and message losses, " Automatica, vol. 44, no. 4, pp. 1141-1148, Apr. 2008. http://dl.acm.org/citation.cfm?id=1355151
    [44]
    A. Isidori, L. Marconi, C. de Persis, "Remote tracking via encoded information for nonlinear systems, " Systems & Control Letters, vol. 55, no. 10, pp. 809-818, Oct. 2006. http://www.sciencedirect.com/science/article/pii/S0167691106000600
    [45]
    Y. Isidori, K. Takaba, and D. E. Quevedo, "Stability analysis of networked control systems subject to packet-dropouts and finite-level quantization, " Systems & Control Letters, vol. 60, no. 5, pp. 325-332, May 2011. http://www.sciencedirect.com/science/article/pii/S0167691111000387
    [46]
    X. -W. Jiang, B. Hu, Z. -H. Guan, X. -H. Zhang, and L. Yu, "Best achievable tracking performance for networked control systems with encoder-decoder, " Information Sciences, vol. 305, pp. 184-195, Jun. 2015. http://dl.acm.org/citation.cfm?id=2941780.2942015
    [47]
    Z. Jin, V. Gupta, and R. M. Murray, "State estimation over packet dropping networks using multiple description coding, " Automatica, vol. 42, no. 9, pp. 1141-1152, Sept. 2006. http://www.sciencedirect.com/science/article/pii/S0005109806001506
    [48]
    D. Kapetanovic, S. Chatzinotas, and B. Ottersten, "Index assignment for multiple description repair in distributed storage systems, " in Proceedings of the 2014 IEEE International Conference on Communications, pp. 3896-3901, Sydney, Australia, Jun. 10-14, 2014. http://ieeeexplore.com/xpl/articleDetails.jsp?tp=&arnumber=6883929&searchWithin%3Dp_Authors%3A.QT.Chatzinotas%2C+S..QT.%26pageNumber%3D3
    [49]
    M. J. Khojasteh, P. Tallapragada, J. Cortes, and M. Franceschetti, "The value of timing information in event-triggered control: The scalar case, " in Proceedings of the 54th Annual Allerton Conference on Communication, Control, and Computing, pp. 1165-1172, Monticello, USA, Sept. 27-30, 2016. http://ieeexplore.ieee.org/document/7852367/
    [50]
    M. J. Khojasteh, P. Tallapragada, J. Cortes, and M. Franceschetti, "Time-triggering versus event-triggering control over communication channels, " in arXiv: 1703. 10744 [math. OC]. http://arxiv.org/abs/1703.10744
    [51]
    E. Kofman and J. H. Braslavsky, "Level crossing sampling in feedback stabilization under data-rate constraints, " in Proceedings of the 45th IEEE Conference on Decision and Control, pp. 4423-4428, San Diego, California, USA, Dec. 2006. http://ieeexplore.ieee.org/xpls/icp.jsp?arnumber=4177795
    [52]
    D. Lehmann and J. Lunze, "Event-based control using quantized state information, " in Proceedings of the 2nd IFAC Workshop on Distributed Estimation and Control in Networked Systems, pp. 1989-1994, Annecy, France, 2010. http://www.sciencedirect.com/science/article/pii/S147466701630934X
    [53]
    A. S. Leong, D. Subhrakanti, and G. N. Nair, "Quantized filtering schemes for multi-sensor linear state estimation: stability and performance under high rate quantization, " IEEE Transactions on Signal Processing, vol. 61, no. 15, pp. 3852-3865, Aug. 2013. http://www.ams.org/mathscinet-getitem?mr=3080255
    [54]
    H. Li, G. Chen, T. Huang, Z. Dong, and L. Gao, "Event-triggered distributed average consensus over directed digital networks with limited communication bandwidth, " IEEE Transactions on Cybernetics, vol. 46, no. 12, pp. 3098-3110, Dec. 2016. http://ieeexplore.ieee.org/document/7384489/
    [55]
    J. Li, H. Dong, F. Han, N. Hou, and X. Li, "Filter design, fault estimation and reliable control for networked time-varying systems: A survey, " Systems Science & Control Engineering: An Open Access Journal, vol. 5, pp. 331-341, 2017. https://www.sciencedirect.com/science/article/pii/S1474667016348650
    [56]
    T. Li, M. Fu, L. Xie, and J. Zhang, "Distributed consensus with limited communication data rate, " IEEE Transactions on Automatic Control, vol. 56, no. 2, pp. 279-292, Feb. 2011. http://www.ams.org/mathscinet-getitem?mr=2761096
    [57]
    H. Li, C. Huang, G. Chen, X. Liao, and T. Huang, "Distributed consensus optimization in multiagent networks with time-varying directed topologies and quantized communication, " IEEE Transactions on Cybernetics, vol. 47, no. 8, pp. 2044-2057, Aug. 2017. http://europepmc.org/abstract/MED/28371788
    [58]
    L. Li, M. Lemmon, and X. Wang, "Stabilizing bit-rates in quantized event triggered control systems, " in Proceedings of The 15th ACM International Conference on Hybrid Systems: Computation and Control, pp. 245-254, Beijing, P. R. China, 2012. http://dl.acm.org/citation.cfm?id=2185669
    [59]
    H. Li, S. Liu, Y. C. Soh, and L. Xie, "Event-triggered communication and data rate constraint for distributed optimization of multiagent systems, " IEEE Transactions on Systems, Man, and Cybernetics: Systems, in press. DOI: 10.1109/TSMC.2017.2694323.
    [60]
    Q. Li, B. Shen, Z. Wang, and F. E. Alsaadi, "A sampled-data approach to distributed ${mathcal{H}}_{infty}$ resilient state estimation for a class of nonlinear time-delay systems over sensor networks, " Journal of the Franklin Institute, vol. 354, pp. 7139-7157, Oct. 2017.
    [61]
    L. Li, X. Wang, M. D. Lemmon, "Efficiently attentive event-triggered systems with limited bandwidth, " IEEE Transactions on Automatic Control, vol. 62, no. 3, pp. 1491-1497, Mar. 2017.
    [62]
    W. Li, G. Wei, D. Ding, Y. Liu, and F. E. Alsaadi, "A new look at boundedness of error covariance of kalman filtering, " IEEE Transactions on Systems, Man, and Cybernetics: Systems, in press. DOI: 10.1109/TSMC.2016.2598845.
    [63]
    W. Li, G. Wei, F. Han, and Y. Liu, "Weighted average consensus-based unscented Kalman filtering, " IEEE Transactions on Cybernetics, vol. 46, no. 2, pp. 558-567, Feb. 2016. http://www.ncbi.nlm.nih.gov/pubmed/26168453
    [64]
    T. Li and L. Xie, "Distributed consensus over digital networks with limited bandwidth and time-varying topologies, " Automatica, vol. 47, no. 9, pp. 2006-2015, Sept. 2011. http://dl.acm.org/citation.cfm?id=2286724
    [65]
    T. Li and L. Xie, "Distributed coordination of multi-agent systems with quantized-observer based encoding-decoding, " IEEE Transactions on Automatic Control, vol. 57, no. 12, pp. 3023-3037, Dec. 2012. http://ieeexplore.ieee.org/document/6199969/
    [66]
    X. Li, C. Li, and M. Z. Q. Chen, "Stabilisation of non-linear DISS systems with uncertainty via encoded feedback, " IET Control Theory & Applications, vol. 11, no. 5, pp. 732-739, Mar. 2017. http://ieeexplore.ieee.org/document/7869781/
    [67]
    D. Liberzon, "On stabilization of linear systems with limited information, " IEEE Transactions on Automatic Control, vol. 48, no. 2, pp. 304-307, Feb. 2003. http://ieeexplore.ieee.org/xpls/icp.jsp?arnumber=1186780
    [68]
    D. Liberzon, "Hybrid feedback stabilization of systems with quantized signals, " Automatica, vol. 39, no. 3, pp. 1543-1554, Sept. 2003. http://www.sciencedirect.com/science/article/pii/S0005109803001511
    [69]
    D. Liberzon, J. P. Hespanha, "Stabilization of nonlinear systems with limited information feedback, " IEEE Transactions on Automatic Control, vol. 50, no. 6, pp. 910-915, Jun. 2005. http://ieeexplore.ieee.org/document/1440583/
    [70]
    Q. Ling, "Bit rate conditions to stabilize a continuous-time scalar linear system based on event triggering, " IEEE Transactions on Automatic Control, vol. 62, no. 8, pp. 4093-4100, Aug. 2017. http://ieeexplore.ieee.org/document/7592468/
    [71]
    G. Liu, H. Liu, H. Chen, C. Zhou, and L. Shu, "Position-based adaptive quantization for target location estimation in wireless sensor networks using one-bit data, " Wireless Communications & Mobile Computing, vol. 16, no. 8, pp. 929-941, Jun. 2016. http://dl.acm.org/citation.cfm?id=3034521
    [72]
    Q. Liu and J. Fan, "State estimation for networked control systems using fixed data rates, " International Journal of Systems Science, vol. 48, no. 9, pp. 1818-1828, 2017. doi: 10.1080/00207721.2017.1287315
    [73]
    S. Liu, T. Li, and L. Xie, "Distributed consensus for multiagent systems with communication delays and limited data rate, " SIAM Journal on Control and Optimization, vol. 49, no. 6, pp. 2239-2262, 2011. doi: 10.1137/100783091
    [74]
    S. Liu, T. Li, L. Xie, M. Fu, and J. Zhang, "Continuous-time and sampled-data-based average consensus with logarithmic quantizers, " Automatica, vol. 49, no. 11, pp. 3329-3336, Nov. 2013. http://www.ams.org/mathscinet-getitem?mr=3115802
    [75]
    S. Liu, Y. Song, D. Ding, and Y. Liu, "Event-triggered dynamic output feedback RMPC for polytopic systems with redundant channels: Input-to-state stability, " Journal of the Franklin Institute-Engineering and Applied Mathematics, vol. 354, no. 7, pp. 2871-2892, May 2017. http://www.sciencedirect.com/science/article/pii/S0016003217300698
    [76]
    S. Liu, Y. Song, G. Wei, and X. Huang, "RMPC-based security problem for polytopic uncertain system subject to deception attacks and persistent disturbances, " IET Control Theory & Applications, vol. 11, no. 10, pp. 1611-1618, Jun. 2017. http://ieeexplore.ieee.org/document/7942293/
    [77]
    W. Liu, Z. Wang, and N. Mingkang, "Controlled synchronization for chaotic systems via limited information with data packet dropout, " Automatica, vol. 49, no. 11, pp. 3329-3336, Nov. 2013. http://www.sciencedirect.com/science/article/pii/S0005109813002690
    [78]
    H. Liu, Z. Wang, B. Shen, and X. Liu, "Event-triggered ${mathcal{H}}_{infty}$ state estimation for delayed stochastic memristive neural networks with missing measurements: The discrete time case, " IEEE Transactions on Neural Networks and Learning Systems, in press. DOI: 10.1109/TNNLS.2017.2728639.
    [79]
    H. Liu, Z. Wang, B. Shen, and F. E. Alsaadi, "${mathcal{H}}_{infty}$ state estimation for discrete-time memristive recurrent neural networks with stochastic time-delays, " International Journal of General Systems, vol. 45, no. 5, pp. 633-647, 2016. doi: 10.1080/03081079.2015.1106731
    [80]
    S. Liu, G. Wei, Y. Song, and Y. Liu, "Extended Kalman filtering for stochastic nonlinear systems with randomly occurring cyber attacks, " Neurocomputing, vol. 207, pp. 708-716, Sept. 2016. http://www.sciencedirect.com/science/article/pii/S0925231216304970
    [81]
    M. B. Loiola, R. R. Lopes, and J. M. T. Romano, "Modified Kalman filters for channel estimation in orthogonal space-time coded systems, " IEEE Transactions on Automatic Control, vol. 60, no. 1, pp. 533-538, Jan. 2012. http://dl.acm.org/citation.cfm?id=2333142.2333546&coll=DL&dl=GUIDE
    [82]
    Y. Luo, Z. Wang, G. Wei, and F. E. Alsaadi, "Robust ${mathcal {H}}_{infty}$ filtering for a class of two-dimensional uncertain fuzzy systems with randomly occurring mixed delays, " IEEE Transactions on Fuzzy Systems, vol. 25, no. 1, pp. 70-83, Feb. 2017.
    [83]
    Y. Luo, Z. Wang, G. Wei, F. E. Alsaadi, and T. Hayat, "State estimation for a class of artificial neural networks with stochastically corrupted measurements under Round-Robin protocol, " Neural Networks, vol. 77, pp. 70-79, May 2016. http://www.sciencedirect.com/science/article/pii/S0893608016000022
    [84]
    L. Ma, Z. Wang, Q. -L. Han, and H. K. Lam, "Variance-constrained distributed filtering for time-varying systems with multiplicative noises and deception attacks over sensor networks, " IEEE Sensors Journal, vol. 17, no. 7, pp. 2279-2288, Apr. 2017. http://ieeexplore.ieee.org/document/7820092/
    [85]
    L. Ma, Z. Wang, and H. K. Lam, "Event-triggered mean-square consensus control for time-varying stochastic multi-agent system with sensor saturations, " IEEE Transactions on Automatic Control, vol. 62, no. 7, pp. 3524-3531, Jun. 2017. http://ieeexplore.ieee.org/document/7579601/
    [86]
    V. Malyavej and A. V. Savkin, "Set-valued robust Kalman state estimation via digital communication channels with bit-rate constraints, " in Proceedings of the American Control Conference Denver, Colorado, USA, Jun. 4-6, 2003. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1243350
    [87]
    A. S. Matveev, "State estimation via limited capacity noisy communication channels, " Mathematics of Control Signals and Systems, vol. 20, no. 1, pp. 1-35, Mar. 2008. doi: 10.1007/s00498-007-0022-8
    [88]
    A. S. Matveev and A. V. Savkin, "Shannon zero error capacity in the problems of state estimation and stabilization via noisy communication channels, " International Journal of Control, vol. 80, no. 2, pp. 241-255, Feb. 2007. doi: 10.1080/002071706000981775?journalCode=tcon20
    [89]
    S. Movaghati and M. Ardakani, "Optimum bit-sensor assignment for distributed estimation in inhomogeneous sensor networks, " IEEE Communications Letters, vol. 18, no. 4, pp. 668-671, Apr. 2014. http://ieeexplore.ieee.org/document/6739051/
    [90]
    G. N. Nair and R. J. Evans, "Stabilization with data-rate-limited feedback: tightest attainable bounds, " Systems & Control Letters, vol. 41, no. 1, pp. 49-56, Sept. 2000. http://www.sciencedirect.com/science/article/pii/S0167691100000372
    [91]
    G. N. Nair and R. J. Evans, "Exponential stabilisability of finite-dimensional linear systems with limited data rates, " Automatica, vol. 39, no. 4, pp. 585-593, Apr. 2003. http://dl.acm.org/citation.cfm?id=2239927
    [92]
    G. N. Nair, "A nonstochastic information theory for communication and state estimation, " IEEE Transactions on Automatic Control, vol. 58, no. 6, pp. 1479-1510, Jun. 2013. http://ieeexplore.ieee.org/document/6415998/
    [93]
    D. Nešić and D. S. Laila, "A note on input-to-state stabilization for nonlinear sampled-data systems, " IEEE Transactions on Automatic Control, vol. 47, no. 7, pp. 1153-1158, Jul. 2002. http://ieeexplore.ieee.org/xpls/icp.jsp?arnumber=1017562
    [94]
    J. Ostergaard, D. E. Quevedo, and A. Ahlen, "Predictive power control and multiple-description coding for wireless sensor networks, " in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, Taipei, Taiwan, China, Apr. 19-24, 2009. doi: 10.1109/ICASSP.2009.4960201
    [95]
    J. Ostergaard and D. E. Quevedo, "Multiple descriptions for packetized predictive control, " Eurasip Journal on Advances in Signal Processing, Article Number: 45, Apr. 2016.
    [96]
    C. de Persis and A. Isidori, "Stabilizability by state feedback implies stabilizability by encoded state feedback, " Systems&Control letters, vol. 53, no. 3-4, pp. 249-258, Nov. 2004. http://www.sciencedirect.com/science/article/pii/S0167691104000702
    [97]
    C. de Persis, "n-Bit stabilization of n-dimensional nonlinear systems in feedforward form, " IEEE Transactions on Automatic Control, vol. 50, no. 3, pp. 299-311, Mar. 2005. http://ieeexplore.ieee.org/document/1406125/
    [98]
    C. de Persis, "Nonlinear stabilizability via encoded feedback: The case of integral ISS systems, " Automatica, vol. 42, no. 10, pp. 1813-1816, Oct. 2006. http://www.sciencedirect.com/science/article/pii/S0005109806002263
    [99]
    C. de Persis and D. Nešić, "Practical encoders for controlling nonlinear systems under communication constraints, " Systems & Control Letters, vol. 57, no. 8, pp. 654-662, Aug. 2008. http://www.sciencedirect.com/science/article/pii/S0167691108000145
    [100]
    C. de Persis, "Minimal data rate stabilization of nonlinear systems over networks with large delays, " International Journal of Robust And Nonlinear Control, vol. 20, no. 10, pp. 1097-1111, Jul. 2010. doi: 10.1002/rnc.1490/pdf
    [101]
    Z. Qiu, L. Xie, and Y. Hong, "Quantized leaderless and leader-following consensus of high-order multi-agent systems with limited data rate, " IEEE Transactions on Automatic Control, vol. 61, no. 9, pp. 2432-2447, Sept. 2016. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6760960
    [102]
    D. E. Quevedo, A. Ahlen, and J. Ostergaard, "Energy efficient state estimation with wireless sensors through the use of predictive power control and coding, " IEEE Transactions on Signal Processing, vol. 58, no. 9, pp. 4811-4823, Sept. 2010. http://dl.acm.org/citation.cfm?id=1867084
    [103]
    D. E. Quevedo, J. Ostergaard, and A. Ahlen, "Power control and coding formulation for state estimation with wireless sensors, " IEEE Transactions on Control Systems Technology, vol. 22, no. 2, pp. 413-427, Feb. 2014. http://ieeexplore.ieee.org/document/6497559/
    [104]
    M. Rabi, C. Ramesh, and K. H. Johansson, "Separated design of encoder and controller for networked linear quadratic optimal control, " SIAM Journal on Control and Optimization, vol. 54, no. 2, pp. 662-689, 2016. doi: 10.1137/14M0970987
    [105]
    M. M. Rana, L. Li, and S. Su, "Distributed state estimation using RSC coded smart grid communications, " IEEE Access, vol. 3, pp. 1340-1349, 2015. doi: 10.1109/ACCESS.2015.2467168
    [106]
    M. A. Rana, F. Ndiaye, S. A. Chowdhury, and N. Mansoor, "Multiple description image transmission for diversity systems over unreliable communication networks, " in Proceedings of 10th International Conference on Computer and Information Technology, pp. 240-244, Dhanmondi, Bangladesh, Dec. 27-29, 2007. http://ieeexplore.ieee.org/document/4579397/
    [107]
    A. Ribeiro and B. Giannakis, "Bandwidth-constrained distributed estimation for wireless sensor networks-Part Ⅰ: Gaussian case, " IEEE Transactions on Signal Processing, vol. 54, no. 3, pp. 1131-1143, Mar. 2006.
    [108]
    A. Ribeiro, B. Giannakis, and S. I. "Roumeliotis, SOI-KF: Distributed Kalman filtering with low-cost communications using the sign of innovations, " IEEE Transactions on Signal Processing, vol. 54, no. 12, pp. 4782-4795, Dec. 2006. http://ieeexplore.ieee.org/document/4014362/
    [109]
    A. J. Rojas, J. S. Freudenberg, J. H. Braslavsky, and R. H. Middleton, "Optimal signal to noise ratio in feedback over communication channels with memory, " in Proceedings of the 45th IEEE Conference on Decision & Control, pp. 240-244, San Diego, CA, USA, Dec. 13-15, 2006 http://ieeexplore.ieee.org/document/4014362/
    [110]
    A. V. Savkin, "Analysis and synthesis of networked control systems: Topological entropy, observability, robustness and optimal control, " Automatica, vol. 42, no. 1, pp. 51-62, Jan. 2006.
    [111]
    A. V. Savkin and T. M. Cheng, "Detectability and output feedback stabilizability of nonlinear networked control systems, " IEEE Transactions on Automatic Control, vol. 52, no. 4, pp. 730-735, Apr. 2007. http://ieeexplore.ieee.org/document/4154983/
    [112]
    C. E. Shannon, "A mathematical theory of communication, " Bell System Technical Journal, vol. 27, no. 3, pp. 379-423, Jul. 1948.
    [113]
    C. E. Shannon, "A mathematical theory of communication, " Bell System Technical Journal, vol. 27, no. 4, pp. 623-666, Oct. 1948.
    [114]
    A. Shirazinia, A. A. Zaidi, L. Bao, and M. Skoglund, "Dynamic source-channel coding for estimation and control over binary symmetric channels, " IET Control Theory & Applications, vol. 9, no. 9, pp. 1444-1454, Jun. 2015. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7112894
    [115]
    B. Shen, Z. Wang, D. Ding, and H. Shu, "${\mathcal {H}}_{\infty}$ state estimation for complex networks with uncertain inner coupling and incomplete measurements, " IEEE Transactions on Neural Networks and Learning Systems, vol. 24, no. 12, pp. 2027-2037, Dec. 2013.
    [116]
    B. Shen, Z. Wang, and H. Qiao, "Event-triggered state estimation for discrete-time multidelayed neural networks with stochastic parameters and incomplete measurements, " IEEE Transactions on Neural Networks and Learning Systems, vol. 28, no. 5, pp. 1152-1163, May 2017. http://europepmc.org/abstract/MED/26915136
    [117]
    T. Sui, K. You, and M. Fu, "Kalman filtering with intermittent observations using measurements coding, " in 10th IEEE International Conference on Control and Automation, pp. 1127-1132, 2013. http://ieeexplore.ieee.org/document/6565001/
    [118]
    T. Sui, K. You, M. Fu, and D. Marelli, "Stability of MMSE state estimators over lossy networks using linear coding, " Automatica, vol. 51, pp. 167-174, Jan. 2015. http://www.sciencedirect.com/science/article/pii/S0005109814004671
    [119]
    P. Tallapragada and J. Cortes, "Event-triggered stabilization of linear systems under bounded bit rates, " IEEE Transactions on Automatic Control, vol. 61, no. 6, pp. 1575-1589, Jun. 2016. http://ieeexplore.ieee.org/xpls/icp.jsp?arnumber=7272079
    [120]
    S. Tatikonda and S. Mitter, "Control-under communication constraints, " IEEE Transactions on Automatic Control, vol. 49, no. 7, pp. 1056-1068, Jul. 2004. http://ieeexplore.ieee.org/xpls/icp.jsp?arnumber=1310461
    [121]
    V. A. Vaishampayan, "Design of multiple description scalar quantizers, " IEEE Transactions on Information Theory, vol. 39, no. 3, pp. 8214-834, May 1993. http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=256491
    [122]
    V. A. Vaishampayan and J. C. Batllo, "Asymptotic analysis of multiple description quantizers, " IEEE Transactions on Information Theory, vol. 44, no. 1, pp. 278-284, Jan. 1998. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=651044
    [123]
    J. Wang and H. Li, "Stabilization of a continuous linear system over channel with network-induced delay and communication constraints, " European Journal of Control, vol. 31, pp. 72-78, Sept. 2016. http://www.sciencedirect.com/science/article/pii/S0947358016300061
    [124]
    F. Wang, J. Liang, Z. Wang, and X. Liu, "A variance-constrained approach to recursive filtering for nonlinear two-dimensional systems with measurement degradations, " IEEE Transactions on Cybernetics, in press. DOI: 10.1109/TCYB.2017.2716400.
    [125]
    L. Wang, Z. Wang, Q. -L. Han, and G. Wei, "Event-based variance-constrained ${\mathcal {H}}_{\infty}$ filtering for stochastic parameter systems over sensor networks with successive missing measurements, " IEEE Transactions on Cybernetics, in press. DOI: 10.1109/TCYB.2017.2671032.
    [126]
    L. Wang, Z. Wang, Q. -L. Han, and G. Wei, "Synchronization control for a class of discrete-time dynamical networks with packet dropouts: a coding-decoding-based approach, " IEEE Transactions on Cybernetics, in press. DOI: 10.1109/TCYB.2017.2740309.
    [127]
    L. Wang, Z. Wang, T. Huang, and G. Wei, "An event-triggered approach to state estimation for a class of complex networks with mixed time delays and nonlinearities, " IEEE Transactions on Cybernetics, vol. 46, no. 11, pp. 2497-2508, Nov. 2016. http://europepmc.org/abstract/MED/26441463
    [128]
    L. Wang, Z. Wang, G. Wei, and F. E. Alsaadi, "Finite-time state estimation for recurrent delayed neural networks with component-based event-triggering protocol, " IEEE Transactions on Neural Networks and Learning Systems, in press. DOI: 10.1109/TNNLS.2016.2635080.
    [129]
    J. Wang and Z. Yan, "Coding scheme based on spherical polar coordinate for control over packet erasure channel, International Journal of Robust and Nonlinear Control, vol. 51, pp. 1159-1176, May 2014. doi: 10.1002/rnc.2929/citedby
    [130]
    X. Wang, E. E. Yaz, and J. Long, "Robust and resilient state-dependent control of discrete-time nonlinear systems with general performance criteria, " Systems Science & Control Engineering: An Open Access Journal, vol. 2, pp. 48-54, 2014. https://www.sciencedirect.com/science/article/pii/S1474667016446410
    [131]
    W. Wei, S. Liu, Y. Song, and Y. Liu, "Probability-guaranteed set-membership filtering for systems with incomplete measurements, " Automatica, vol. 60, pp. 12-16, Oct. 2015. http://www.sciencedirect.com/science/article/pii/S0005109815002721
    [132]
    G. Wei, S. Liu, L. Wang, and Y. Wang, "Event-based distributed set-membership filtering for a class of time-varying non-linear systems over sensor networks with saturation effects, " International Journal of General Systems, vol. 45, no. 5, pp. 532-547, 2016. doi: 10.1080/03081079.2015.1106738
    [133]
    N. Wiener, "Cybernetics: Or Control and Communication in the Animal and the Machine. " Paris, (Hermann & Cie) & Camb. Mass. (MIT Press), 1948. http://dl.acm.org/citation.cfm?id=1526402
    [134]
    W. S. Wong and R. W. Brockett, "Systems with finite communication bandwidth constraints-II: Stabilization with limited information feedback, " IEEE Transactions on Automatic Control, vol. 44, no. 5, pp. 1049-1053, May 1999. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=763226
    [135]
    J. Wu, H. Li, and X. Chen, "Leader-following consensus of nonlinear discrete-time multi-agent systems with limited communication channel capacity, " Journal of The Franklin Institute-Engineering and Applied Mathematics, vol. 354, no. 10, pp. 4179-4195, Jul. 2017. http://www.sciencedirect.com/science/article/pii/S0016003217301424
    [136]
    X. Xiao, L. Zhou, and G. Lu, "Detection of singular systems via a limited communication channel with missing measurements capacity, " Information Sciences, vol. 228, pp. 192-202, Apr. 2013.
    [137]
    Y. Xu, C. Zhu, and L. Yu, "Multipath routing of multiple description coded images in wireless networks, " Journal of Computer Science and Technology, vol. 29, no. 4, pp. 576-588, Jul. 2014. http://d.wanfangdata.com.cn/Periodical/jsjkxjsxb-e201404004
    [138]
    K. You, "Control over communication networks: A personal perspective, " in Proceedings of the 11th World Congress on Intelligent Control and Automation (WCICA'2014), pp. 2002-2007, Shenyang, P. R. China, Jun. -Jul. 2012. http://ieeexplore.ieee.org/document/7052908/
    [139]
    K. You, "Recursive algorithms for parameter estimation with adaptive quantizer, " Automatica, vol. 52, pp. 192-201, Feb. 2015. http://www.sciencedirect.com/science/article/pii/S0005109814005779
    [140]
    K. You and L. Xie, "Network topology and communication data rate for consensusability of discrete-time multi-agent systems, " IEEE Transactions on Automatic Control, vol. 56, no. 10, pp. 2262-2275, Oct. 2011. http://www.ams.org/mathscinet-getitem?mr=2884153
    [141]
    M. Yu, C. Yan, and D. Xie, "Event-triggered control for couple-group multi-agent systems with logarithmic quantizers and communication delays, " Asian Journal of Control, vol. 19, no. 2, pp. 681-691, Mar. 2017. http://dl.acm.org/citation.cfm?id=3080035
    [142]
    W. Yu, G. Chen, and M. Cao, "Some necessary and sufficient conditions for second-order consensus in multi-agent dynamical systems, " Automatica, vol. 46, no. 6, pp. 1089-1095, Jun. 2010. http://www.sciencedirect.com/science/article/pii/S0005109810001251
    [143]
    Y. Yuan, P. Zhang, L. Guo, and H. Yang, "Towards quantifying the impact of randomly occurred attacks on a class of networked control systems, " Journal of the Franklin Institute-Engineering and Applied Mathematics, vol. 354, no. 12, pp. 4966-4988, Aug. 2017. http://www.sciencedirect.com/science/article/pii/S0016003217302399
    [144]
    S. Zhang, D. Ding, G. Wei, J. Mao, Y. Liu, and F. E. Alsaadi, "Design and analysis of ${\mathcal {H}}_{\infty}$ filter for a class of T-S fuzzy system with redundant channels and multiplicative noises, " Neurocomputing, vol. 260, pp. 257-264, Oct. 2017.
    [145]
    S. Zhang, D. Ding, G. Wei, Y. Liu, and F. E. Alsaadi, "${\mathcal {H}}_{\infty}$ state estimation for artificial neural networks over redundant channels, " Neurocomputing, vol. 226, pp. 117-125, Feb. 2017.
    [146]
    W. Zhang, S. Vedantam, and U. Mitra, "Joint transmission and state estimation: A constrained channel coding approach, " IEEE Transactions on Information Theory, vol. 57, no. 10, pp. 7084-7095, Oct 2011. http://dl.acm.org/citation.cfm?id=2332192
    [147]
    G. Zherlitsyn and A. S. Matveev, "Min-max optimal data encoding and fusion in sensor networks, " Automatica, vol. 46, no. 9, pp. 1546-1552, Sept. 2010.
    [148]
    L. Zhou and G. Lu, "Detection and stabilization for discrete-time descriptor systems via a limited capacity communication channel, " Automatica, vol. 45, no. 10, pp. 2272-2277, Oct. 2009. http://www.sciencedirect.com/science/article/pii/S000510980900291X
    [149]
    L. Zou, Z. Wang, and H. Gao, "Set-membership filtering for time-varying systems with mixed time-delays under Round-Robin and Weighted Try-Once-Discard protocols, " Automatica, vol. 74, pp. 341-348, Dec. 2016. http://www.sciencedirect.com/science/article/pii/S000510981630293X
    [150]
    L. Zou, Z. Wang, and D. H. Zhou, "Event-based control and filtering of networked systems: A survey, " International Journal of Automation and Computing, vol. 14, no. 3, pp. 239-253, Jun. 2017. doi: 10.1007/s11633-017-1077-8

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