Event-based distributed filtering with stochastic measurement fading

IEEE Transactions on Industrial Informatics

Volumn 11, Issue 6, 2015, Pages 1643-1652

  Liu, Qinyuan ^a   Wang, Zidong ^b,c   He, Xiao ^a   Zhou, D H ^a,b  

^a TSINGHUA UNIVERSITY   (China)

^b SHANDONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^c BRUNEL UNIVERSITY   (United Kingdom)

Author keywords

Adaptive threshold; Distributed filtering; Energy efficient algorithms; Event based mechanism; Wireless sensor networks (WSNs)

Indexed keywords

ADAPTIVE ALGORITHMS; ALGORITHMS; ENERGY EFFICIENCY; GRAPH THEORY; SENSOR NODES; STOCHASTIC SYSTEMS;

ADAPTIVE THRESHOLDS; DISTRIBUTED FILTERING; ENERGY EFFICIENT ALGORITHMS; EVENT-BASED; WIRELESS SENSOR NETWORK (WSNS);

WIRELESS SENSOR NETWORKS;

EID: 84959187840     PISSN: 15513203     EISSN: None     Source Type: Journal    
DOI: 10.1109/TII.2015.2444355     Document Type: Article

References (26)

1. A. Castagnetti, A. Pegatoquet, T. L. Le, and M. Auguin, "A joint dutycycle and transmission power management for energy harvesting WSN, " IEEE Trans. Ind. Informat., vol. 10, no. 2, pp. 928-936, May 2014.
2. B. Chen, W. Zhang, and L. Yu, "Distributed finite-horizon fusion Kalman filtering for bandwidth and energy constrained wireless sensor networks, " IEEE Trans. Signal Process., vol. 62, no. 4, pp. 797-812, Feb. 2014.
3. C. Drane, M. Macnaughtan, and C. Scott, "Positioning GSM telephones, " IEEE Commun. Mag., vol. 36, no. 4, pp. 46-54, Apr. 1998.
4. D. Ding, Z. Wang, and B. Shen, "Recent advances on distributed filtering for stochastic systems over sensor networks, " Int. J. Gen. Syst., vol. 43, no. 3, pp. 372-386, 2014.
5. ∞ filtering with fading measurements and randomly occurring nonlinearities: The finite horizon case, " Automatica, vol. 55, pp. 37-45, 2015.
6. H. Dong, Z. Wang, and H. Gao, "Distributed filtering for a class of time-varying systems over sensor networks with quantization errors and successive packet dropouts, " IEEE Trans. Signal Process., vol. 60, no. 6, pp. 3164-3173, Jun. 2012.
7. W. Ikram, S. Petersen, P. Orten, and N. F. Thornhill, "Adaptive multichannel transmission power control for industrial wireless instrumentation, " IEEE Trans. Ind. Informat., vol. 10, no. 2, pp. 978-990, May 2014.
8. B. H. Kim and R. Baldick, "A comparison of distributed optimal power flow algorithms, " IEEE Trans. Power Systems, vol. 15, no. 2, pp. 599-604, May 2000.
9. B. Kim, Y. Cho, and J. Hong, "AWNIS: Energy-efficient adaptive wireless network interface selection for industrial mobile devices, " IEEE Trans. Ind. Informat., vol. 10, no. 1, pp. 714-729, Dec. 2013.
10. A. De Luca, G. Oriolo, and M. Vendittelli, "Control of wheeled mobile robots: An experimental overview, " in Ramsete. New York, NY, USA: Springer, 2001, pp. 181-226.
11. J. Li and G. AlRegib, "Rate-constrained distributed estimation in wireless sensor networks, " IEEE Trans. Signal Process., vol. 55, no. 5, pp. 1634-1643, May 2007.
12. Q. Liu, Z. Wang, X. He, and D. H. Zhou, "Event-based recursive distributed filtering over wireless sensor networks, " IEEE Trans. Autom. Control [Online], Jan. 2015, doi: 10.1109/TAC.2015.2390554.
13. M. Magno, D. Boyle, D. Brunelli, E. Popovici, and L. Benini, "Ensuring survivability of resource-intensive sensor networks through ultra-low power overlays, " IEEE Trans. Ind. Informat., vol. 10, no. 2, pp. 946-956, May 2014.
14. I. Matei and J. Baras, "Consensus-based linear distributed filtering, " Automatica, vol. 48, no. 8, pp. 1776-1782, Aug. 2012.
15. M. Miskowicz, "Send-on-delta concept: An event-based data reporting strategy, " Sensors, vol. 6, no. 1, pp. 49-63, 2006.
16. J. Neuzil, O. Kreibich, and R. Smid, "A distributed fault detection system based on IWSN for machine condition monitoring, " IEEE Trans. Ind. Informat., vol. 10, no. 2, pp. 1118-1123, May 2014.
17. V. H. Nguyen and Y. S. Suh, "Improving estimation performance in networked control systems applying the send-on-delta transmission method, " Sensors, vol. 7, no. 10, pp. 2128-2138, Oct. 2007.
18. J. M. Rabaey, M. J. Ammer, J. L. Da Silva, D. Patel, and S. Roundy, "Picoradio supports ad hoc ultra-low power wireless networking, " IEEE Comput., vol. 33, no. 7, pp. 42-48, Jul. 2000.
19. Y. S. Suh, V. H. Nguyen, and Y. S. Ro, "Modified Kalman filter for networked monitoring systems employing a send-on-delta method, " Automatica, vol. 43, no. 2, pp. 332-338, Feb. 2007.
20. ∞-consensus filtering in sensor networks with multiple missing measurements: the finite-horizon case, " Automatica, vol. 46, no. 10, pp. 1682-1688, Oct. 2010.
21. J. Sijs and M. Lazar, "Event based state estimation with time synchronous updates, " IEEE Trans. Autom. Control, vol. 57, no. 10, pp. 2650-2655, Oct. 2012.
22. M. Tahir and S. Maxumder, "Self-triggered communication enabled control of distributed generation in microgrids, " IEEE Trans. Ind. Informat., vol. 11, no. 2, pp. 441-449, Apr. 2015.
23. J. Wu, Q. Jia, K. H. Johansson, and L. Shi, "Event-based sensor data scheduling: Trade-off between communication rate and estimation quality, " IEEE Trans. Autom. Control, vol. 58, no. 4, pp. 1041-1046, Apr. 2013.
24. W. Yu, G. Chen, M. Cao, and J. Kurths, "Second-order consensus for multi-agent systems with directed topologies and nonlinear dynamics, " IEEE Trans. Syst. Man Cybern. B, vol. 40, no. 3, pp. 881-891, Jun. 2010.
25. D. Yue, E. Tian, and Q. Han, "A delay system method for designing eventtriggered controllers of networked control systems, " IEEE Trans. Autom. Control, vol. 58, no. 2, pp. 475-481, Feb. 2013.
26. ∞ filtering for sensor networks with nonuniform sampling periods, " IEEE Trans. Ind. Informat., vol. 10, no. 2, pp. 871-881, Jan. 2014.