articleIEEE Transactions on Information TheorySep 15, 2010GREEN OA

Fundamental Limits of Wideband Localization— Part I: A General Framework

Massachusetts Institute of Technology · Decision Systems (United States)

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Abstract

The availability of position information is of great importance in many commercial, public safety, and military applications. The coming years will see the emergence of location-aware networks with submeter accuracy, relying on accurate range measurements provided by wide bandwidth transmissions. In this two-part paper, we determine the fundamental limits of localization accuracy of wideband wireless networks in harsh multipath environments. We first develop a general framework to characterize the localization accuracy of a given node here and then extend our analysis to cooperative location-aware networks in Part II. In this paper, we characterize localization accuracy in terms of a performance measure called…

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Topics & keywords

Keywords
  • Multipath propagation
  • Computer science
  • Wideband
  • Position (finance)
  • Fisher information
  • Waveform
  • Node (physics)
  • A priori and a posteriori
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