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文章基本信息

  • 标题:Optimal Sensor Location and Mobile Sensor Crowd Modeling for Environmental Monitoring
  • 本地全文:下载
  • 作者:Didier Georges
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2017
  • 卷号:50
  • 期号:1
  • 页码:7076-7081
  • DOI:10.1016/j.ifacol.2017.08.1355
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIn this paper, the optimal sensor location problem is first discussed for environmental monitoring of physical phenomena governed by some advection-diffusion partial-differential equations. In particular, the exact derivation of the observability Gramian of an advection-diffusion PDE is investigated. Based on the optimality criteria derived from this analysis, a conservation law governing the behavior of a crowd of mobile sensors is proposed to ensure convergence of the sensor density towards an optimal location. The monitoring of pollution on a 2D domain is the case study used throughout the paper to illustrate the effectiveness of the proposed approach.
  • 关键词:KeywordsPollution monitoringoptimal sensor locationsensor crowdscollective behaviorconservation lawsapproximate observability
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