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Volumn , Issue , 2013, Pages 1706-1711

Locational optimization based sensor placement for monitoring Gaussian processes modeled spatial phenomena

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL TIME; EFFECTIVE ALGORITHMS; GAUSSIAN PROCESSES; MUTUAL INFORMATIONS; OPTIMAL SAMPLING; PREDICTION ERRORS; REAL-WORLD DATASETS; SPATIAL PHENOMENON;

EID: 84881453229     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIEA.2013.6566643     Document Type: Conference Paper
Times cited : (11)

References (22)
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    • L. F. Merino, J. R. Caballero, J. M. De Dios, and A. O. Ferruz, A Cooperative Perception System for Multiple UAVs: Application to Automatic Detection of Forest Fires, Journal of Field Robotics, 23(3), pp 165-184, 2006.
    • (2006) Journal of Field Robotics , vol.23 , Issue.3 , pp. 165-184
    • Merino, L.F.1    Caballero, J.R.2    De Dios, J.M.3    Ferruz, A.O.4
  • 3
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    • Capturing vertical profiles of aerosols and black carbon over the Indian ocean using autonomous unmanned aerial vehicles
    • C. E. Corrigan, G. C. Roberts, M. V. Ramana, D. Kim, and V. Ramanathan, Capturing Vertical Profiles of Aerosols and Black Carbon over the Indian Ocean Using Autonomous Unmanned Aerial Vehicles, Atmospheric Chemistry and Physics Discussions, 7(4), pp 11429-11463, 2007.
    • (2007) Atmospheric Chemistry and Physics Discussions , vol.7 , Issue.4 , pp. 11429-11463
    • Corrigan, C.E.1    Roberts, G.C.2    Ramana, M.V.3    Kim, D.4    Ramanathan, V.5
  • 6
    • 41549146576 scopus 로고    scopus 로고
    • Near-optimal sensor placement in Gaussian processes: Theory, efficient algorithms and empirical studies
    • A. Krause, A. Singh, and C. Guestrin, Near-Optimal Sensor Placement in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies, Journal of Machine Learning Research, 9, pp 235-284, 2008.
    • (2008) Journal of Machine Learning Research , vol.9 , pp. 235-284
    • Krause, A.1    Singh, A.2    Guestrin, C.3
  • 8
    • 67650160045 scopus 로고    scopus 로고
    • Sensor Placement in Gaussian Random Field Via Discrete Simulation Optimization
    • Y. Yang, and S. B. Rick, Sensor Placement in Gaussian Random Field Via Discrete Simulation Optimization, IEEE Signal Processing Letter, 15, pp 729-732, 2008.
    • (2008) IEEE Signal Processing Letter , vol.15 , pp. 729-732
    • Yang, Y.1    Rick, S.B.2
  • 10
    • 0000674872 scopus 로고
    • An exact algorithm for maximum entropy sampling
    • C. Ko, J. Lee and M. Queyranne, An exact algorithm for maximum entropy sampling, Operations Research, vol. 43, pp 684-691, 1995.
    • (1995) Operations Research , vol.43 , pp. 684-691
    • Ko, C.1    Lee, J.2    Queyranne, M.3
  • 12
    • 3042534393 scopus 로고    scopus 로고
    • Controlling mobile sensor for monitoring events with coverage constraints
    • New Orleans, LA
    • Z. Butler, and D. Rus, "Controlling mobile sensor for monitoring events with coverage constraints", in Proc. IEEE International Conference of Robotics and Automation, New Orleans, LA, pp. 1563-1573, 2004.
    • (2004) Proc. IEEE International Conference of Robotics and Automation , pp. 1563-1573
    • Butler, Z.1    Rus, D.2
  • 14
    • 0033317391 scopus 로고    scopus 로고
    • Centroidal Voronoi tessellation: Applications and algorithms
    • Q. Du, V. Faber, and M. Gunzburger, Centroidal Voronoi Tessellation: Applications and Algorithms, SIAM Rev., vol. 41, no. 4, pp. 637-676, 1999.
    • (1999) SIAM Rev. , vol.41 , Issue.4 , pp. 637-676
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    • Geor: A package for geostatistical analysis
    • P. J. Ribeiro Jr. and P. J. Diggle, geoR: A package for geostatistical analysis, R NEWS, vol. 1, 2001, pp 15-18.
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.