• DocumentCode
    1394694
  • Title

    On the accuracy of localization systems using wideband antenna arrays

  • Author

    Shen, Yuan ; Win, Moe Z.

  • Author_Institution
    Lab. for Inf. & Decision Syst. (LIDS), Massachusetts Inst. of Technol., Cambridge, MA, USA
  • Volume
    58
  • Issue
    1
  • fYear
    2010
  • fDate
    1/1/2010 12:00:00 AM
  • Firstpage
    270
  • Lastpage
    280
  • Abstract
    Accurate positional information is essential for many applications in wireless networks. Time-of-arrival (TOA) and angle-of-arrival (AOA) are the two most commonly used signal metrics for localizing nodes with unknown positions. In this paper, we consider a wireless network in which each node is equipped with a wideband antenna array capable of performing both TOA and AOA measurements. Since both the position and orientation of the agent are of interest, we propose a localization framework that jointly estimates these two parameters. The notion of equivalent fisher information is applied to derive the squared error bounds for the position and orientation. Since our analysis starts from the received waveforms rather than directly from the signal metrics, these bounds characterize the fundamental limits of the position and orientation accuracy. Surprisingly, our result reveals that AOA measurements obtained by wideband antenna arrays do not further improve position accuracy beyond that provided by TOA measurements.
  • Keywords
    antenna arrays; broadband antennas; direction-of-arrival estimation; radio networks; time-of-arrival estimation; AOA measurements; TOA measurement; angle-of-arrival estimation; equivalent fisher information; localization systems; squared error bounds; time-of-arrival estimation; wideband antenna arrays; wireless networks; Antenna arrays; Antenna measurements; Bandwidth; Broadband antennas; Global Positioning System; Performance evaluation; Position measurement; Receiving antennas; Wideband; Wireless networks; Localization, wideband antenna array; bound (SOEB); equivalent Fisher information (EFI), Cramer-Rao bound (CRB); squared position error bound (SPEB), squared orientation error;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOMM.2010.01.080141
  • Filename
    5397921