102
Views
3
CrossRef citations to date
0
Altmetric
Original Articles

Distributed fusion filtering for multi-sensor systems with correlated random transition and measurement matrices

ORCID Icon, ORCID Icon & ORCID Icon
Pages 263-274 | Received 26 Jul 2018, Accepted 26 Nov 2018, Published online: 06 Dec 2018

References

  • R. Caballero-Águila, I. García-Garrido, and J. Linares-Pérez, Distributed fusion filtering in networked systems with random measurement matrices and correlated noises, Discret. Dyn. Nat. Soc. 2015 (2015), 10 pages. Article ID 398605. doi: 10.1155/2015/398605
  • R. Caballero-Águila, I. García-Garrido, and J. Linares-Pérez, Distributed fusion estimation from measurements with correlated random parameter matrices and noise correlation, Int. J. Comput. Math. (2018). doi:10.1080/00207160.2018.1437264.
  • R. Caballero-Águila, A. Hermoso-Carazo, and J. Linares-Pérez, Fusion estimation using measured outputs with stochastic uncertainties and correlated random transmission delays, Sensors 16 (2016), pp. 1–18. doi: 10.3390/s16060847
  • R. Caballero-Águila, A. Hermoso-Carazo, and J. Linares-Pérez, Fusion estimation using measured outputs with random parameter matrices subject to random delays and packet dropouts, Signal Process. 127 (2016), pp. 12–23. doi: 10.1016/j.sigpro.2016.02.014
  • B. Chen and W. Zhang, Distributed fusion estimation with missing measurements, random transmission delays and packet dropouts, IEEE Trans. Autom. Control 59 (2014), pp. 1961–1967. doi: 10.1109/TAC.2013.2297192
  • J. Hu, Z. Wang, and H. Gao, Recursive filtering with random parameter matrices, multiple fading measurements and correlated noises, Automatica 49 (2013), pp. 3440–3448. doi: 10.1016/j.automatica.2013.08.021
  • 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 64 (2016), pp. 155–162. doi: 10.1016/j.automatica.2015.11.008
  • J. Hu, Z. Wang, B. Shen, and H. Gao, Quantised recursive filtering for a class of nonlinear systems with multiplicative noises and missing measurements, Int. J. Control 86 (2013), pp. 650–663. doi: 10.1080/00207179.2012.756149
  • W. Li, Y. Jia, and J. Du, Distributed filtering for discrete-time linear systems with fading measurements and time-correlated noise, Digit. Signal Process. 60 (2017), pp. 211–219. doi: 10.1016/j.dsp.2016.10.003
  • J. Linares-Pérez, R. Caballero-Águila, and I. García-Garrido, Optimal linear filter design for systems with correlation in the measurement matrices and noises: Recursive algorithm and applications, Int. J. Syst. Sci. 45 (2014), pp. 1548–1562. doi: 10.1080/00207721.2014.909093
  • L. Liu, A. Yang, X. Tu, M. Fei, and W. Naeem, Distributed weighted fusion estimation for uncertain networked systems with transmission time-delay and cross-correlated noises, Neurocomputing 270 (2017), pp. 54–65. doi: 10.1016/j.neucom.2017.02.095
  • F. Peng and S. Sun, Distributed fusion estimation for multisensor multirate systems with stochastic observation multiplicative noises, Math. Probl. Eng. 2014 (2014), 8 pages. Article ID 373270.
  • B. Shen, Z. Wang, and Y. Hung, Distributed H∞-consensus filtering in sensor networks with multiple missing measurements: The finite-horizon case, Automatica 46 (2010), pp. 1682–1688. doi: 10.1016/j.automatica.2010.06.025
  • S. Sun, H. Lin, J. Ma, and X. Li, Multi-sensor distributed fusion estimation with applications in networked systems: A review paper, Inf. Fusion 38 (2017), pp. 122–134. doi: 10.1016/j.inffus.2017.03.006
  • S. Sun, F. Peng, J. Ma, and H. Lin, Distributed asynchronous fusion estimator for stochastic uncertain systems with multiple sensors of different fading measurement rates, IEEE Trans. Signal Process. 66 (2018), pp. 641–653. doi: 10.1109/TSP.2017.2770102
  • S. Sun, T. Tian, and L. Honglei, State estimators for systems with random parameter matrices, stochastic nonlinearities, fading measurements and correlated noises, Inf. Sci. 397–398 (2017), pp. 118–136. doi: 10.1016/j.ins.2017.02.048
  • T. Tian, S. Sun, and N. Li, Multi-sensor information fusion estimators for stochastic uncertain systems with correlated noises, Inf. Fusion 27 (2016), pp. 126–137. doi: 10.1016/j.inffus.2015.06.001
  • S. Wang, H. Fang, and X. Liu, Distributed state estimation for stochastic non-linear systems with random delays and packet dropouts, IET Control Theory Appl. 9 (2015), pp. 2657–2665. doi: 10.1049/iet-cta.2015.0257

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.