Abstract
The problem of exponential stability and the \({\user2{H}}_{\infty }\) performance criterion for externally disturbed state-delayed digital filter employing fixed point arithmetic in the existence of saturation arithmetic is highlighted in this paper. A limit-cycle free condition for a class of state-delayed digital filter in the existence of external disturbance and saturation arithmetic is brought out by employing Lyapunov function. The presented result ensures the exponential stability and scales down the consequences of external disturbances to the \({\user2{H}}_{\infty }\) performance index. A numerical example simulated using MATLAB linear matrix inequality control toolbox is provided to validate effectiveness of the achieved criterion.
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Zhang, Y., Zhang, L., Han, J., Ban, Z.: Distributed Gaussian mixture model-based particle filter method for chemical pollution source localization with sensor network. Clust. Comput. 20(4), 2905–2917 (2017)
Kanieski, J.M., Cardoso, R., Pinheiro, H., Gründling, H.A.: Kalman filter-based control system for power quality conditioning devices. IEEE Trans. Ind. Electron. 60(11), 5214–5227 (2013)
Chung, K., Oh, S.: Improvement of speech signal extraction method using detection filter of energy spectrum entropy. Clust. Comput. 18(2), 629–635 (2015)
Liu, R., Xu, H., Zheng, E., Jiang, Y.: Adaptive filtering for intelligent sensing speech based on multi-rate LMS algorithm. Clust. Comput. 20(2), 1493–1503 (2017)
Abid, M., et al.: Computationally efficient generic adaptive filter (CEGAF). Clust. Comput. (2017). https://doi.org/10.1007/s10586-017-1046-6
Bian, M., Wang, J., Liu, W., Qiu, K.: Robust and reliable estimation via recursive nonlinear dynamic data reconciliation based on cubature Kalman filter. Clust. Comput. 20(4), 2919–2929 (2017)
Baek, N., Kim, K.J.: An artifact detection scheme with CUDA-based image operations. Clust. Comput. 20(1), 749–755 (2017)
Cho, W., Choi, E.: A basis of spatial big data analysis with map-matching system. Clust. Comput. 20(3), 2177–2192 (2017)
Xie, K., Yu, J., Lu, C.: A new canonical polyadic decomposition algorithm with improved stability and its applications to biomedical signal processing. Clust. Comput. 20(2), 1449–1455 (2017)
Kar, H., Singh, V.: Elimination of overflow oscillations in fixed-point state-space digital filters with saturation arithmetic: An LMI approach. IEEE Trans. Circuits Syst. II. Exp. Briefs. 51(1), 40–42 (2004)
Kokil, P., Arockiaraj, S.X.: An improved criterion for induced stability of fixed-point digital filters with saturation arithmetic. Indones. J. Electric. Eng. Comput. Sci. 4(1), 65–72 (2016)
Kokil, P., Shinde, S.S.: Asymptotic stability of fixed-point state-space digital filters with saturation arithmetic and external disturbance: an IOSS approach. Circuits Syst. Signal Process. 34(12), 3965–3977 (2015)
Kokil, P., Kar, H.: An improved criterion for the global asymptotic stability of fixed-point state-space digital filters with saturation arithmetic. Digit. Signal Process. 22(6), 1063–1067 (2012)
Amjad, M.U., et al.: Stability analysis of nonlinear digital systems under hardware overflow constraint for dealing with finite word-length effects of digital technologies. Signal Process. 140, 139–148 (2017)
Ji, X., Liu, T., Sun, Y., Su, H.: Stability analysis and controller synthesis for discrete linear time-delay systems with state saturation nonlinearities. Int. J. Syst. Sci. 42(3), 397–406 (2011)
Kandanvli, V.K.R., Kar, H.: Robust stability of discrete-time state-delayed systems with saturation nonlinearities: linear matrix inequality approach. Signal Process. 89(2), 161–173 (2009)
Kandanvli, V.K.R., Kar, H.: Delay-dependent stability criterion for discrete-time uncertain state-delayed systems employing saturation nonlinearities. Arab. J. Sci. Eng. 38(10), 2911–2920 (2013)
Chen, S.F.: Asymptotic stability of discrete-time systems with time-varying delay subject to saturation nonlinearities. Chaos Solitons Fractals 42(2), 1251–1257 (2009)
Tadepalli, S.K., Kandanvli, V.K.R., Kar, H.: Stability criteria for uncertain discrete-time systems under the influence of saturation nonlinearities and time-varying delay. ISRN Appl. Math. Article ID 861759, 1–10 (2014)
Knowles, J.B., Edwards, R.: Effects of a finite-word-length computer in a sampled-data feedback system. Proc. Inst. Electric. Eng. 112(6), 1197–1207 (1965)
Liu, B.: Effect of finite word length on the accuracy of digital filters-a review. IEEE Trans. Circuit Theory 18(6), 670–676 (1971)
Claasen, T.A.C.M., Mecklenbräuker, W.F.G., Peek, J.B.H.: Effects of quantization and overflow in recursive digital filters. IEEE Trans. Acoust. Speech Signal Process. 24(3), 517–529 (1976)
Butterweck, H.J., Ritzerfeld, J.H.F., Werter, M.J.: Finite wordlength effects in digital filters-a review. EUT Report 88-E-205. Eindhoven University of Technology, Eindhoven, The Netherlands (1988)
Sandberg, I.: The zero-input response of digital filters using saturation arithmetic. IEEE Trans. Circuits Syst. 26(11), 911–915 (1979)
Bose, T., Chen, M.Q.: Overflow oscillations in state-space digital filters. IEEE Trans. Circuits Syst. 38(8), 807–810 (1991)
Liu, D., Michel, A.N.: Asymptotic stability of discrete-time systems with saturation nonlinearities with applications to digital filters. IEEE Trans. Circuits Syst. I. Fundam. Theory Appl. 39(10), 789–807 (1992)
Ahn, C.K.: Criterion for the elimination of overflow oscillations in fixed-point digital filters with saturation arithmetic and external disturbance. AEU-Int. J. Electron. Commun. 65(9), 750–752 (2011)
Kokil, P., Kandanvli, V.K.R., Kar, H.: A note on the criterion for the elimination of overflow oscillations in fixed-point digital filters with saturation arithmetic and external disturbance. AEU-Int. J. Electron. Commun. 66(9), 780–783 (2012)
Kokil, P., Arockiaraj, S.X., Kar, H.: Criterion for limit cycle-free state-space digital filters with external disturbances and generalized overflow nonlinearities. Trans. Inst. Meas. Control. 40(4), 1158–1166 (2018)
Bhargava, B.: A study of communication delays for web transactions. Clust. Comput. 4(4), 319–333 (2001)
Liu, L., Hu, B., Li, L.: Algorithms for energy efficient mobile object tracking in wireless sensor networks. Clust. Comput. 13(2), 181–197 (2010)
Meng, X., Lam, J., Du, B., Gao, H.: A delay-partitioning approach to the stability analysis of discrete-time systems. Automatica 46(3), 610–614 (2010)
Zhang, Z., et al.: Finite-time \({\user2{H}}_{\infty }\) filtering for T-S fuzzy discrete-time systems with time-varying delay and norm-bounded uncertainties. IEEE Trans. Fuzzy Syst. 23(6), 2427–2434 (2015)
Liu, Y., Guo, B., Park, J.H.: Non-fragile \({\user2{H}}_{\infty }\) filtering for delayed Takagi–Sugeno fuzzy systems with randomly occurring gain variations. Fuzzy Sets Syst. 316, 99–116 (2017)
Zhang, X., Han, Q.: Network-based \({\user2{H}}_{\infty }\) filtering for discrete-time systems. IEEE Trans. Signal Process. 60(2), 956–961 (2012)
Zhang, H., et al.: Event-based distributed \({\user2{H}}_{\infty }\) filtering networks of 2-DOF quarter-car suspension systems. IEEE Trans. Ind. Inf. 13(1), 312–321 (2017)
Wang, H., Xue, A., Wang, J., Lu, R.: Event-based \({\user2{H}}_{\infty }\) filtering for discrete-time Markov jump systems with network-induced delay. J. Franklin Inst. 354(14), 6170–6189 (2017)
Azimi, M.M.: Robust \({\user2{H}}_{\infty }\) filtering and controller design for linear stochastic systems. Majlesi J. Mechatron. Syst. 5(4), 9–15 (2016)
Strang, G.: Introduction to Applied Mathematics. Wellesley-Cambridge Press, Wellesley (1986)
Singh, V.: A new realizability condition for limit cycle-free state-space digital filters employing saturation arithmetic. IEEE Trans. Circuits Syst. 32(10), 1070–1071 (1985)
Lee, J.: Constructive and discrete versions of the Lyapunov’s stability theorem and the LaSalle’s invariance theorem. Commun. Korean Math. Soc. 17(1), 155–163 (2002)
Gahinet, P., Nemirovski, A., Laub, A.J., Chilali, M.: LMI Control Toolbox. The Math Works Inc., Natick, MA (1995)
Boyd, S., Ghaoui, E., Feron, E., Balakrishnan, V.: Linear Matrix Inequalities in System and Control Theory. SIAM, Philadelphia, PA (1994)
Kokil, P., Kar, H., Kandanvli, V.K.R.: Stability analysis of discrete-time state-delayed systems with saturation nonlinearities. In: Proceedings of the International Conference on Computational Intelligence Computing Research, Kanyakumari, India (2011)
Bors, D., Walczak, S.: Application of 2D systems to investigation of a process of gas filtration. Multidimens. Syst. Signal Process. 23(1), 119–130 (2012)
Dymkov, M., Dymkou, S.: Repetitive and 2-D systems theory approach for modeling in gas networks. In: Proc. of Int. Conf. Problems Cybern. Inform., Baku, Azerbaijan (2012)
Sumanasena, B., Bauer, P.H.: Realization using the Roesser model for implementations in distributed grid sensor networks. In: Proc. Int. Conf. Decision Control, Atlanta, GA, USA (2010)
Leonor, N.R., et al.: A 2D ray-tracing based model for micro- and millimeter-wave propagation through vegetation. IEEE Trans. Antennas Propag. 62(12), 6443–6453 (2014)
Cao, M., Vorobyov, S.A., Hassanien, A.: Transmit array interpolation for DOA estimation via tensor decomposition in 2-D MIMO Radar. IEEE Trans. Signal Process. 65(19), 5225–5239 (2017)
Fornasini, E.: A 2-D systems approach to river pollution modeling. Multidimens. Syst. Signal Process. 2(3), 233–265 (1991)
Stoorvogel, A.A.: The Control Problem: A State-Space Approach. Prentice Hall, Englewood Cliffs (1992)
Acknowledgement
The work of P. Kokil was supported in part by the Science and Engineering Research Board, Department of Science and Technology under Grant EEQ/2016/000803. The authors wish to thank the Editor and the anonymous reviewers for their constructive comments and suggestions.
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Kokil, P., Parthipan, C.G., Jogi, S. et al. Criterion for realizing state-delayed digital filters subjected to external interference employing saturation arithmetic. Cluster Comput 22 (Suppl 6), 15187–15194 (2019). https://doi.org/10.1007/s10586-018-2530-3
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DOI: https://doi.org/10.1007/s10586-018-2530-3