Configuration of sensor network with uncertain location of nodes for parameter estimation in distributed parameter systems

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 14, Issue PART 1, 2009, Pages 31-36

  Patan, MacIej ^a   Uciński, Dariusz ^a  

^a UNIVERSITY OF ZIELONA GÓRA   (Poland)

Author keywords

Distributed parameter system; Parameter estimation; Sensor network

Indexed keywords

DISTRIBUTED PARAMETER CONTROL SYSTEMS; LOCATION; PARAMETER ESTIMATION; SENSOR NETWORKS; SENSOR NODES; UNCERTAINTY ANALYSIS;

DISTRIBUTED PARAMETER SYSTEMS; MONITORING NETWORK; SENSOR LOCATION; SENSOR NETWORK DESIGN; SENSOR-LOCATION PROBLEMS; SIMPLE ALGORITHM; SPATIAL POSITIONS; STATISTICAL LEARNING THEORY;

DISTRIBUTED PARAMETER NETWORKS;

EID: 80051591729     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20090819-3-pl-3002.00007     Document Type: Conference Paper

References (30)

1. A. C. Atkinson, A. N. Donev, and R. Tobias. Optimum Experimental Design, with SAS. Oxford University Press, Oxford, 2007.
2. H. T. Banks, R. C. Smith, and Y. Wang. Smart Material Structures: Modeling, Estimation and Control. Research in Applied Mathematics. Masson, Paris, 1996.
3. Christos G. Cassandras and Wei Li. Sensor networks and cooperative control. European Journal of Control, 11 (4-5):436-463, 2005.
4. Chee-Yee Chong and Srikanta P. Kumar. Sensor networks: Evolution, opportunities, and challenges. Proceedings of the IEEE, 91(8):1247-1256, 2003. (Pubitemid 40890834)
5. Panagiotis D. Christofides. Nonlinear and Robust Control of PDE Systems: Methods and Applications to Transport-Reaction Processes. Systems & Control: Foundations & Applications. Birkhäuser, Boston, 2001.
6. David Culler, Deborah Estrin, and Main Srivastava. Overview of sensor networks. IEEE Computer, 37(8): 41-49, 2004.
7. D. N. Daescu and I. M. Navon. Adaptive observations inthe context of 4D-Var data assimilation. Meteorology and Atmospheric Physics, 85:205-226, 2004. (Pubitemid 38522455)
8. Neha Jain and Dharma P. Agrawal. Current trends in wireless sensor network design. International Journal of Distributed Sensor Networks, 1:101-122, 2005.
9. Aleksander Jeremić and Arye Nehorai. Landmine detection and localization using chemical sensor array processing. IEEE Transactions on Signal Processing, 48 (5):1295-1305, 2000.
10. Aleksander Jeremić and Arye Nehorai. Design of chemical sensor arrays for monitoring disposal sites on the ocean oor. IEEE Transactions on Oceanic Engineering, 23 (4):334-343, 1998. (Pubitemid 128573418)
11. C. S. Kubrusly and H. Malebranche. Sensors and controllers location in distributed systems | A survey. Automatica, 21(2):117-128, 1985. (Pubitemid 15493449)
12. I. M. Navon. Practical and theoretical aspects of adjoint parameter estimation and identifiability in meteorology and oceanography. Dynamics of Atmospheres and Oceans, 27:55-79, 1997.
13. Arye Nehorai, Boaz Porat, and Eyten Paldi. Detection and localization of vapor-emitting sources. IEEE Transactions on Signal Processing, 43(1):243-253, 1995.
14. Petter Ögren, Edward Fiorelli, and Naomi Ehrich Leonard. Cooperative control of mobile sensor networks: Adaptive gradient climbing in a distributed environment. IEEE Transactions on Automatic Control, 49(8):1292-1302, 2004.
15. Maciej Patan. Optimal Observation Strategies for Parameter Estimation of Distributed Systems. Zielona Góra: University Press, 2004. May be viewed at http://www.zbc.zgora.pl.
16. Maciej Patan and Dariusz Uciński. Configuring a sensor network for fault detection in distributed parameter systems. International Journal of Applied Mathematics and Computer Science, 18(4):513-524, 2008.
17. Z. H. Quereshi, T. S. Ng, and G. C. Goodwin. Optimum experimental design for identification of distributed parameter systems. International Journal of Control, 31 (1):21-29, 1980. (Pubitemid 10467600)
18. Ewaryst Rafaj lowicz. Optimal experiment design for identification of linear distributed-parameter systems: Frequency domain approach. IEEE Transactions on Automatic Control, 28(7):806-808, July 1983.
19. Bruno Sinopoli, Courtney Sharp, Luca Schenato, Shawn Schaért, and S. Shankar Sastry. Distributed control applications within sensor networks. Proceedings of the IEEE, 91(8):1235-1246, 2003.
20. Ne-Zheng Sun. Inverse Problems in Groundwater Modeling. Theory and Applications of Transport in Porous Media. Kluwer Academic Publishers, Dordrecht, The Netherlands, 1994.
21. Dariusz Uciński. Optimal sensor location for parameter identification of distributed systems. Applied Mathematics and Computer Science, 2(1):119-134, 1992.
22. Dariusz Uciński. Optimal selection of measurement locations for parameter estimation in distributed processes. International Journal of Applied Mathematics and Computer Science, 10(2):357-379, 2000.
23. Dariusz Uciński. Optimal Measurement Methods for Distributed-Parameter System Identification. CRC Press, Boca Raton, FL, 2005.
24. Dariusz Uciński. Measurement Optimization for Parameter Estimation in Distributed Systems. Technical University Press, Zielona Góra, 1999.
25. Marc van de Wal and Bram de Jager. A review of methods for input/output selection. Automatica, 37:487-510, 2001.
26. Mathukumalli Vidyasagar. Randomized algorithms for robust controller synthesis using statistical learning theory. Automatica, 37:1515-1528, 2001. (Pubitemid 32737008)
27. Mathukumalli Vidyasagar. A Theory of Learning and Generalization with Applications to Neural Networks and Control Systems. Springer-Verlag, London, 1997.
28. Mathukumalli Vidyasagar. Statistical learning theory and randomized algorithms for control. IEEE Control Systems, 18(6):69-85, December 1998. (Pubitemid 128566741)
29. Éric Walter and Luc Pronzato. Identification of Parametric Models from Experimental Data. Communications and Control Engineering. Springer-Verlag, Berlin, 1997.
30. Feng Zhao and Leonidas J. Guibas. Wireless Sensor Networks: An Information Processing Approach. Morgan Kaufmann Publishers, Amsterdam, 2004.