메뉴 건너뛰기




Volumn 12, Issue 12, 2012, Pages 16274-16290

Where and when should sensors move? Sampling using the expected value of information

Author keywords

Adaptive sampling; Decision analysis; Environmental monitoring; Geostatistics; Infill sampling; Iterative sampling; Mobile sensors

Indexed keywords

ADAPTIVE SAMPLING; ENVIRONMENTAL ACCIDENTS; ENVIRONMENTAL MONITORING; EXPECTED VALUE OF INFORMATION; GEO-STATISTICS; MEASUREMENT LOCATIONS; MISCLASSIFICATION COSTS; MOBILE SENSORS;

EID: 84871689433     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s121216274     Document Type: Article
Times cited : (4)

References (38)
  • 2
    • 0030619699 scopus 로고    scopus 로고
    • Agricultural countermeasures in the management of a post-accidental situation
    • Renaud, P.; Maubert, H. Agricultural countermeasures in the management of a post-accidental situation. J. Environ. Radioact. 1997, 35, 53-69.
    • (1997) J. Environ. Radioact. , vol.35 , pp. 53-69
    • Renaud, P.1    Maubert, H.2
  • 3
    • 0031432157 scopus 로고    scopus 로고
    • Spatial sampling and the environment: Some issues and directions
    • Cox, D.D.; Cox, L.H.; Ensor, K.B. Spatial sampling and the environment: Some issues and directions. Environ. Ecol. Stat. 1997, 4, 219-233.
    • (1997) Environ. Ecol. Stat. , vol.4 , pp. 219-233
    • Cox, D.D.1    Cox, L.H.2    Ensor, K.B.3
  • 4
    • 0030260349 scopus 로고    scopus 로고
    • A Bayesian/Geostatistical Approach to the Design of Adaptive Sampling Programs
    • In, Rouhani, S., Srivastava, R.M., Johnson, A.I., Desbarats, A.J., Cromer, M.V., Eds.; American Society for Testing and Materials: West Conshohocken, PA, USA
    • Johnson, R.L. A Bayesian/Geostatistical Approach to the Design of Adaptive Sampling Programs. In Geostatistics for Environmental and Geotechnical Applications; Rouhani, S., Srivastava, R.M., Johnson, A.I., Desbarats, A.J., Cromer, M.V., Eds.; American Society for Testing and Materials: West Conshohocken, PA, USA, 1996; pp. 102-116.
    • (1996) Geostatistics for Environmental and Geotechnical Applications , pp. 102-116
    • Johnson, R.L.1
  • 5
    • 70449632298 scopus 로고    scopus 로고
    • Distributed learning and cooperative control for multi-agent systems
    • Choi, J.; Oh, S.; Horowitz, R. Distributed learning and cooperative control for multi-agent systems. Automatica 2009, 45, 2802-2814.
    • (2009) Automatica , vol.45 , pp. 2802-2814
    • Choi, J.1    Oh, S.2    Horowitz, R.3
  • 6
    • 75449109787 scopus 로고    scopus 로고
    • Mobile sensor network control using mutual information methods and particle filters
    • Hoffmann, G.M.; Tomlin, C.J. Mobile sensor network control using mutual information methods and particle filters. IEEE Trans. Automat. Cont. 2010, 55, 32-47.
    • (2010) IEEE Trans. Automat. Cont. , vol.55 , pp. 32-47
    • Hoffmann, G.M.1    Tomlin, C.J.2
  • 7
    • 0031434534 scopus 로고    scopus 로고
    • Random sampling or geostatistical modelling? Choosing between design-based and model-based sampling strategies for soil (with Discussion)
    • Brus, D.J.; de Gruijter, J.J. Random sampling or geostatistical modelling? Choosing between design-based and model-based sampling strategies for soil (with Discussion). Geoderma 1997, 80, 1-44.
    • (1997) Geoderma , vol.80 , pp. 1-44
    • Brus, D.J.1    de Gruijter, J.J.2
  • 8
    • 33751210081 scopus 로고    scopus 로고
    • Adaptive sampling and reconnaissance surveys for geostatistical mapping of the soil
    • Marchant, B.P.; Lark, R.M. Adaptive sampling and reconnaissance surveys for geostatistical mapping of the soil. Eur. J. Soil Sci. 2006, 57, 831-845.
    • (2006) Eur. J. Soil Sci. , vol.57 , pp. 831-845
    • Marchant, B.P.1    Lark, R.M.2
  • 9
    • 79953304111 scopus 로고    scopus 로고
    • Adaptive Sampling for learning gaussian processes using mobile sensor networks
    • Xu, Y.; Choi, J. Adaptive Sampling for learning gaussian processes using mobile sensor networks. Sensors 2011, 11, 3051-3066.
    • (2011) Sensors , vol.11 , pp. 3051-3066
    • Xu, Y.1    Choi, J.2
  • 10
    • 33646048012 scopus 로고    scopus 로고
    • Spatial sampling design for prediction with estimated parameters
    • Zhu, Z.; Stein, M.L. Spatial sampling design for prediction with estimated parameters. J. Agric. Biol. Environ. Stat. 2006, 11, 24-44.
    • (2006) J. Agric. Biol. Environ. Stat. , vol.11 , pp. 24-44
    • Zhu, Z.1    Stein, M.L.2
  • 11
    • 33846862932 scopus 로고    scopus 로고
    • Optimization of sample patterns for universal kriging of environmental variables
    • Brus, D.J.; Heuvelink, G.B.M. Optimization of sample patterns for universal kriging of environmental variables. Geoderma 2007, 138, 86-95.
    • (2007) Geoderma , vol.138 , pp. 86-95
    • Brus, D.J.1    Heuvelink, G.B.M.2
  • 12
    • 0032932718 scopus 로고    scopus 로고
    • Constrained optimisation of soil sampling for minimisation of the kriging variance
    • Van Groenigen, J.W.; Siderius, W.; Stein, A. Constrained optimisation of soil sampling for minimisation of the kriging variance. Geoderma 1999, 87, 239-259.
    • (1999) Geoderma , vol.87 , pp. 239-259
    • van Groenigen, J.W.1    Siderius, W.2    Stein, A.3
  • 13
    • 0034358470 scopus 로고    scopus 로고
    • Designing and integrating composite networks for monitoring multivariate Gaussian pollution fields
    • Zidek, J.V.; Sun, W.M.; Le, N.D. Designing and integrating composite networks for monitoring multivariate Gaussian pollution fields. Appl. Stat. J. Roy. Stat. Soc. C 2000, 49, 63-79.
    • (2000) Appl. Stat. J. Roy. Stat. Soc. C , vol.49 , pp. 63-79
    • Zidek, J.V.1    Sun, W.M.2    Le, N.D.3
  • 14
    • 41549146576 scopus 로고    scopus 로고
    • Near-optimal sensor placements in Gaussian processes: Theory, efficient algorithms and empirical studies
    • Krause, A.; Singh, A.; Guestrin, C. Near-optimal sensor placements in Gaussian processes: Theory, efficient algorithms and empirical studies. J. Mach. Learn. Res. 2008, 9, 235-284.
    • (2008) J. Mach. Learn. Res. , vol.9 , pp. 235-284
    • Krause, A.1    Singh, A.2    Guestrin, C.3
  • 15
    • 78650160546 scopus 로고    scopus 로고
    • Coordinated control of an underwater glider fleet in an adaptive ocean sampling field experiment in monterey bay
    • Leonard, N.E.; Paley, D.A.; Davis, R.E.; Fratantoni, D.M.; Lekien, F.; Zhang, F. Coordinated control of an underwater glider fleet in an adaptive ocean sampling field experiment in monterey bay. J. Field Robot. 2010, 27, 718-740.
    • (2010) J. Field Robot. , vol.27 , pp. 718-740
    • Leonard, N.E.1    Paley, D.A.2    Davis, R.E.3    Fratantoni, D.M.4    Lekien, F.5    Zhang, F.6
  • 17
    • 84866686326 scopus 로고    scopus 로고
    • Value of information and mobility constraints for sampling with mobile sensors
    • Ballari, D.; de Bruin, S.; Bregt, A.K. Value of information and mobility constraints for sampling with mobile sensors. Comput. Geosci. 2012, 49, 102-111.
    • (2012) Comput. Geosci. , vol.49 , pp. 102-111
    • Ballari, D.1    de Bruin, S.2    Bregt, A.K.3
  • 18
    • 84872606558 scopus 로고    scopus 로고
    • Model-based adaptive spatial sampling for occurrence map construction
    • doi:10.1007/s11222-011-9287-3
    • Peyrard, N.; Sabbadin, R.; Spring, D.; Brook, B.; Mac Nally, R. Model-based adaptive spatial sampling for occurrence map construction. Stat. Comput. 2011, doi:10.1007/s11222-011-9287-3.
    • (2011) Stat. Comput.
    • Peyrard, N.1    Sabbadin, R.2    Spring, D.3    Brook, B.4    McNally, R.5
  • 20
    • 0004124101 scopus 로고
    • Division of Research, Graduate School of Business Adminitration, Harvard University: Boston, MA, USA
    • Raiffa, H.; Schlaifer, R.J.A. Applied Statistical Decision Theory; Division of Research, Graduate School of Business Adminitration, Harvard University: Boston, MA, USA, 1961.
    • (1961) Applied Statistical Decision Theory
    • Raiffa, H.1    Schlaifer, R.J.A.2
  • 22
    • 36148999481 scopus 로고    scopus 로고
    • Value of information analysis in remedial investigations
    • Back, P.E.; Rosén, L.; Norberg, T. Value of information analysis in remedial investigations. Ambio 2007, 36, 486-493.
    • (2007) Ambio , vol.36 , pp. 486-493
    • Back, P.E.1    Rosén, L.2    Norberg, T.3
  • 23
    • 0034919666 scopus 로고    scopus 로고
    • Assessing fitness for use: The expected value of spatial data sets
    • De Bruin, S.; Bregt, A.; van de Ven, M. Assessing fitness for use: The expected value of spatial data sets. Int. J. Geogr. Inf. Sci. 2001, 15, 457-471.
    • (2001) Int. J. Geogr. Inf. Sci. , vol.15 , pp. 457-471
    • de Bruin, S.1    Bregt, A.2    van de Ven, M.3
  • 24
    • 0037226820 scopus 로고    scopus 로고
    • Making the trade-off between decision quality and information cost
    • De Bruin, S.; Hunter, G.J. Making the trade-off between decision quality and information cost. Photogramm. Eng. Remote Sens. 2003, 69, 91-98.
    • (2003) Photogramm. Eng. Remote Sens. , vol.69 , pp. 91-98
    • de Bruin, S.1    Hunter, G.J.2
  • 25
    • 34250149492 scopus 로고
    • Nonparametric estimation of spatial distributions
    • Journel, A.G. Nonparametric estimation of spatial distributions. J. Int. Assn. Math. Geol. 1983, 15, 445-468.
    • (1983) J. Int. Assn. Math. Geol. , vol.15 , pp. 445-468
    • Journel, A.G.1
  • 26
    • 0026359663 scopus 로고
    • A review of recent developments in geostatistics
    • Dowd, P.A. A review of recent developments in geostatistics. Comput. Geosci. 1992, 17, 1481-1500.
    • (1992) Comput. Geosci. , vol.17 , pp. 1481-1500
    • Dowd, P.A.1
  • 29
    • 3342878970 scopus 로고    scopus 로고
    • Multivariable geostatistics in S: The gstat package
    • Pebesma, E.J. Multivariable geostatistics in S: The gstat package. Comput. Geosci. 2004, 30, 683-691.
    • (2004) Comput. Geosci. , vol.30 , pp. 683-691
    • Pebesma, E.J.1
  • 31
    • 34848884281 scopus 로고    scopus 로고
    • About regression-kriging: From equations to case studies
    • Hengl, T.; Heuvelink, G.B.M.; Rossiter, D.G. About regression-kriging: From equations to case studies. Comput. Geosci. 2007, 33, 1301-1315.
    • (2007) Comput. Geosci. , vol.33 , pp. 1301-1315
    • Hengl, T.1    Heuvelink, G.B.M.2    Rossiter, D.G.3
  • 32
    • 0029542857 scopus 로고
    • Further results on prediction of soil properties from terrain attributes: Heterotopic cokriging and regression-kriging
    • Odeh, I.O.A.; McBratney, A.B.; Chittleborough, D.J. Further results on prediction of soil properties from terrain attributes: Heterotopic cokriging and regression-kriging. Geoderma 1995, 67, 215-226.
    • (1995) Geoderma , vol.67 , pp. 215-226
    • Odeh, I.O.A.1    McBratney, A.B.2    Chittleborough, D.J.3
  • 34
    • 77952424716 scopus 로고    scopus 로고
    • Space-time geostatistics for geography: A case study of radiation monitoring across parts of Germany
    • Heuvelink, G.B.M.; Griffith, D.A. Space-time geostatistics for geography: A case study of radiation monitoring across parts of Germany. Geogr. Anal. 2010, 42, 161-179.
    • (2010) Geogr. Anal. , vol.42 , pp. 161-179
    • Heuvelink, G.B.M.1    Griffith, D.A.2
  • 35
    • 0032752472 scopus 로고    scopus 로고
    • Geostatistical space-time models: A review
    • Kyriakidis, P.C.; Journel, A.G. Geostatistical space-time models: A review. Math. Geol. 1999, 31, 651-684.
    • (1999) Math. Geol. , vol.31 , pp. 651-684
    • Kyriakidis, P.C.1    Journel, A.G.2
  • 36
    • 0037367398 scopus 로고    scopus 로고
    • Soil water content interpolation using spatio-temporal kriging with external drift
    • Snepvangers, J.J.J.C.; Heuvelink, G.B.M.; Huisman, J.A. Soil water content interpolation using spatio-temporal kriging with external drift. Geoderma 2003, 112, 253-271.
    • (2003) Geoderma , vol.112 , pp. 253-271
    • Snepvangers, J.J.J.C.1    Heuvelink, G.B.M.2    Huisman, J.A.3
  • 37
  • 38
    • 0037961350 scopus 로고    scopus 로고
    • R Development Core Team, R Foundation for Statistical Computing: Viena, Austria
    • Venables, W.N.; Smith, D.M.; R Development Core Team. An Introduction to R; R Foundation for Statistical Computing: Viena, Austria, 2012.
    • (2012) An Introduction to R
    • Venables, W.N.1    Smith, D.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.