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Volumn 24, Issue 1, 2016, Pages 372-379

Information-Driven Adaptive Sampling Strategy for Mobile Robotic Wireless Sensor Network

Author keywords

Entropy; environmental monitoring; Gaussian process (GP); mobile robotic sensor network (MRSN); sampling algorithm

Indexed keywords

COMPLEX NETWORKS; LOCATION;

EID: 84930793677     PISSN: 10636536     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCST.2015.2435657     Document Type: Article
Times cited : (63)

References (35)
  • 3
    • 84876804131 scopus 로고    scopus 로고
    • Environmental monitoring using autonomous aquatic robots: Sampling algorithms and experiments
    • May
    • M. Jadaliha and J. Choi, "Environmental monitoring using autonomous aquatic robots: Sampling algorithms and experiments," IEEE Trans. Control Syst. Technol., vol. 21, no. 3, pp. 899-905, May 2013.
    • (2013) IEEE Trans. Control Syst. Technol. , vol.21 , Issue.3 , pp. 899-905
    • Jadaliha, M.1    Choi, J.2
  • 4
    • 40949149906 scopus 로고    scopus 로고
    • Monitoring environmental boundaries with a robotic sensor network
    • Mar.
    • S. Susca, F. Bullo, and S. Martínez, "Monitoring environmental boundaries with a robotic sensor network," IEEE Trans. Control Syst. Technol., vol. 16, no. 2, pp. 288-296, Mar. 2008.
    • (2008) IEEE Trans. Control Syst. Technol. , vol.16 , Issue.2 , pp. 288-296
    • Susca, S.1    Bullo, F.2    Martínez, S.3
  • 5
    • 46349085267 scopus 로고    scopus 로고
    • Decentralized environmental modeling by mobile sensor networks
    • Jun.
    • K. M. Lynch, I. B. Schwartz, P. Yang, and R. A. Freeman, "Decentralized environmental modeling by mobile sensor networks," IEEE Trans. Robot., vol. 24, no. 3, pp. 710-724, Jun. 2008.
    • (2008) IEEE Trans. Robot. , vol.24 , Issue.3 , pp. 710-724
    • Lynch, K.M.1    Schwartz, I.B.2    Yang, P.3    Freeman, R.A.4
  • 7
    • 70449632298 scopus 로고    scopus 로고
    • Distributed learning and cooperative control for multi-agent systems
    • J. Choi, S. Oh, and R. Horowitz, "Distributed learning and cooperative control for multi-agent systems," Automatica, vol. 45, no. 12, pp. 2802-2814, 2009.
    • (2009) Automatica , vol.45 , Issue.12 , pp. 2802-2814
    • Choi, J.1    Oh, S.2    Horowitz, R.3
  • 8
    • 72349097366 scopus 로고    scopus 로고
    • Distributed kriged Kalman filter for spatial estimation
    • Dec.
    • J. Cortes, "Distributed kriged Kalman filter for spatial estimation," IEEE Trans. Autom. Control, vol. 54, no. 12, pp. 2816-2827, Dec. 2009.
    • (2009) IEEE Trans. Autom. Control , vol.54 , Issue.12 , pp. 2816-2827
    • Cortes, J.1
  • 9
    • 84864739293 scopus 로고    scopus 로고
    • Sequential Bayesian prediction and adaptive sampling algorithms for mobile sensor networks
    • Aug.
    • Y. Xu, J. Choi, S. Dass, and T. Maiti, "Sequential Bayesian prediction and adaptive sampling algorithms for mobile sensor networks," IEEE Trans. Autom. Control, vol. 57, no. 8, pp. 2078-2084, Aug. 2012.
    • (2012) IEEE Trans. Autom. Control , vol.57 , Issue.8 , pp. 2078-2084
    • Xu, Y.1    Choi, J.2    Dass, S.3    Maiti, T.4
  • 10
    • 84881453229 scopus 로고    scopus 로고
    • Locational optimization based sensor placement for monitoring Gaussian processes modeled spatial phenomena
    • Melbourne, VIC, Australia, Jun.
    • L. V. Nguyen, S. Kodagoda, R. Ranasinghe, and G. Dissanayake, "Locational optimization based sensor placement for monitoring Gaussian processes modeled spatial phenomena," in Proc. 8th IEEE Int. Conf. Ind. Electron. Appl., Melbourne, VIC, Australia, Jun. 2013, pp. 1706-1711.
    • (2013) Proc. 8th IEEE Int. Conf. Ind. Electron. Appl. , pp. 1706-1711
    • Nguyen, L.V.1    Kodagoda, S.2    Ranasinghe, R.3    Dissanayake, G.4
  • 11
    • 33745714884 scopus 로고    scopus 로고
    • A cooperative perception system for multiple UAVs: Application to automatic detection of forest fires
    • L. Merino, F. Caballero, J. R. Martínez-de Dios, J. Ferruz, and A. Ollero, "A cooperative perception system for multiple UAVs: Application to automatic detection of forest fires," J. Field Robot., vol. 23, nos. 3-4, pp. 165-184, 2006.
    • (2006) J. Field Robot. , vol.23 , Issue.3-4 , pp. 165-184
    • Merino, L.1    Caballero, F.2    Martínez-De Dios, J.R.3    Ferruz, J.4    Ollero, A.5
  • 12
    • 84864523196 scopus 로고    scopus 로고
    • 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," Atmos. Chem. Phys. Discussions, vol. 7, no. 4, pp. 11429-11463, 2007.
    • (2007) Atmos. Chem. Phys. 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
  • 13
    • 77957779179 scopus 로고    scopus 로고
    • Spatial statistics and distributed estimation by robotic sensor networks
    • Baltimore, MD, USA, Jun./Jul
    • R. Graham and J. Cortes, "Spatial statistics and distributed estimation by robotic sensor networks," in Proc. IEEE Amer. Control Conf., Baltimore, MD, USA, Jun./Jul. 2010, pp. 2422-2427.
    • (2010) Proc. IEEE Amer. Control Conf. , pp. 2422-2427
    • Graham, R.1    Cortes, J.2
  • 15
    • 84874783938 scopus 로고    scopus 로고
    • Simulated annealing based approach for near-optimal sensor selection in Gaussian processes
    • Ho Chi Minh City, Vietnam, Nov
    • L. V. Nguyen, S. Kodagoda, R. Ranasinghe, and G. Dissanayake, "Simulated annealing based approach for near-optimal sensor selection in Gaussian processes," in Proc. IEEE Int. Conf. Control, Autom., Inf. Sci., Ho Chi Minh City, Vietnam, Nov. 2012, pp. 142-147.
    • (2012) Proc. IEEE Int. Conf. Control, Autom., Inf. Sci. , pp. 142-147
    • Nguyen, L.V.1    Kodagoda, S.2    Ranasinghe, R.3    Dissanayake, G.4
  • 16
    • 84879899876 scopus 로고    scopus 로고
    • Sensor selection based routing for monitoring Gaussian processes modeled spatial phenomena
    • Wellington, New Zealand, Dec
    • L. V. Nguyen, R. Ranasinghe, S. Kodagoda, and G. Dissanayake, "Sensor selection based routing for monitoring Gaussian processes modeled spatial phenomena," in Proc. Austral. Conf. Robot. Autom., Wellington, New Zealand, Dec. 2012, pp. 1-7.
    • (2012) Proc. Austral. Conf. Robot. Autom. , pp. 1-7
    • Nguyen, L.V.1    Ranasinghe, R.2    Kodagoda, S.3    Dissanayake, G.4
  • 17
    • 31844450884 scopus 로고    scopus 로고
    • Near-optimal sensor placements in Gaussian processes
    • Bonn, Germany
    • C. Guestrin, A. Krause, and A. P. Singh, "Near-optimal sensor placements in Gaussian processes," in Proc. 22th Int. Conf. Mach. Learn., Bonn, Germany, 2005, pp. 265-272.
    • (2005) Proc. 22th Int. Conf. Mach. Learn. , pp. 265-272
    • Guestrin, C.1    Krause, A.2    Singh, A.P.3
  • 18
    • 41549146576 scopus 로고    scopus 로고
    • Near-optimal sensor placements in Gaussian processes: Theory, efficient algorithms and empirical studies
    • Jun.
    • A. Krause, A. Singh, and C. Guestrin, "Near-optimal sensor placements in Gaussian processes: Theory, efficient algorithms and empirical studies," J. Mach. Learn. Res., vol. 9, pp. 235-284, Jun. 2008.
    • (2008) J. Mach. Learn. Res. , vol.9 , pp. 235-284
    • Krause, A.1    Singh, A.2    Guestrin, C.3
  • 19
  • 20
    • 62949198788 scopus 로고    scopus 로고
    • A cooperative deployment strategy for optimal sampling in spatiotemporal estimation
    • Cancún, Mexico, Dec.
    • R. Graham and J. Cortes, "A cooperative deployment strategy for optimal sampling in spatiotemporal estimation," in Proc. 47th IEEE Conf. Decision Control, Cancún, Mexico, Dec. 2008, pp. 2432-2437.
    • (2008) Proc. 47th IEEE Conf. Decision Control , pp. 2432-2437
    • Graham, R.1    Cortes, J.2
  • 21
    • 70449623551 scopus 로고    scopus 로고
    • Distributed sampling of random fields with unknown covariance
    • Saint Louis, MI, USA, Jun.
    • R. Graham and J. Cortes, "Distributed sampling of random fields with unknown covariance," in Proc. Amer. Control Conf., Saint Louis, MI, USA, Jun. 2009, pp. 4543-4548.
    • (2009) Proc. Amer. Control Conf. , pp. 4543-4548
    • Graham, R.1    Cortes, J.2
  • 22
    • 77950790002 scopus 로고    scopus 로고
    • Cooperative adaptive sampling via approximate entropy maximization
    • Shanghai, China, Dec.
    • R. Graham and J. Cortes, "Cooperative adaptive sampling via approximate entropy maximization," in Proc. 48th IEEE Conf. Decision Control, Shanghai, China, Dec. 2009, pp. 7055-7060.
    • (2009) Proc. 48th IEEE Conf. Decision Control , pp. 7055-7060
    • Graham, R.1    Cortes, J.2
  • 23
    • 79953304111 scopus 로고    scopus 로고
    • Adaptive sampling for learning Gaussian processes using mobile sensor networks
    • Y. Xu and J. Choi, "Adaptive sampling for learning Gaussian processes using mobile sensor networks," Sensors, vol. 11, no. 3, pp. 3051-3066, 2011.
    • (2011) Sensors , vol.11 , Issue.3 , pp. 3051-3066
    • Xu, Y.1    Choi, J.2
  • 24
    • 83555174862 scopus 로고    scopus 로고
    • Mobile sensor network navigation using Gaussian processes with truncated observations
    • Dec.
    • Y. Xu, J. Choi, and S. Oh, "Mobile sensor network navigation using Gaussian processes with truncated observations," IEEE Trans. Robot., vol. 27, no. 6, pp. 1118-1131, Dec. 2011.
    • (2011) IEEE Trans. Robot. , vol.27 , Issue.6 , pp. 1118-1131
    • Xu, Y.1    Choi, J.2    Oh, S.3
  • 29
    • 0000674872 scopus 로고
    • An exact algorithm for maximum entropy sampling
    • C.-W. Ko, J. Lee, and M. Queyranne, "An exact algorithm for maximum entropy sampling," Oper. Res., vol. 43, no. 4, pp. 684-691, 1995.
    • (1995) Oper. Res. , vol.43 , Issue.4 , pp. 684-691
    • Ko, C.-W.1    Lee, J.2    Queyranne, M.3
  • 31
    • 0000095809 scopus 로고
    • An analysis of approximations for maximizing submodular set functions - I
    • G. L. Nemhauser, L. A. Wolsey, and M. L. Fisher, "An analysis of approximations for maximizing submodular set functions - I," Math. Program., vol. 14, no. 1, pp. 265-294, 1978.
    • (1978) Math. Program. , vol.14 , Issue.1 , pp. 265-294
    • Nemhauser, G.L.1    Wolsey, L.A.2    Fisher, M.L.3
  • 32
    • 0018020371 scopus 로고
    • Polymatroidal dependence structure of a set of random variables
    • S. Fujishige, "Polymatroidal dependence structure of a set of random variables," Inf. Control, vol. 39, no. 1, pp. 55-72, 1978.
    • (1978) Inf. Control , vol.39 , Issue.1 , pp. 55-72
    • Fujishige, S.1
  • 35
    • 0032103223 scopus 로고    scopus 로고
    • Measured and predicted air temperatures at basin to regional scales in the southern Appalachian mountains
    • P. V. Bolstad, L. Swift, F. Collins, and J. Régnière, "Measured and predicted air temperatures at basin to regional scales in the southern Appalachian mountains," Agricult. Forest Meteorol., vol. 91, nos. 3-4, pp. 161-176, 1998.
    • (1998) Agricult. Forest Meteorol. , vol.91 , Issue.3-4 , pp. 161-176
    • Bolstad, P.V.1    Swift, L.2    Collins, F.3    Régnière, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.