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Key technologies of indoor navigation based on heuristic path planning and IMU

  • Xiao Dong Zhang*
  • , De Chen Zhan
  • , Chen Yu Wang
  • , Jin Chun Qu
  • *Corresponding author for this work
  • School of Computer Science and Technology, Harbin Institute of Technology

Research output: Contribution to journalArticlepeer-review

Abstract

In order to address the low accuracy issue of IMU-based (inertial-measure-unit-based) dead reckoning and the difficulty of path optimization between the indoor floors and other problems, a series of work are carried out in this paper. First of all, a three-dimension path optimization algorithm, A-DP, is proposed based on the heuristic dynamic programming. Then, with the optimal path constraint, the HDE algorithm and the accuracy of the direction of travel (SPM-HDE) are improved. Finally, combining with IMU navigation technologies, the navigation in indoor three-dimensional space is accomplished. Test results show that both the efficiency of the algorithm and the accuracy of the dead reckoning are greatly improved.

Original languageEnglish
Pages (from-to)78-89
Number of pages12
JournalRuan Jian Xue Bao/Journal of Software
Volume26
StatePublished - 1 Oct 2015
Externally publishedYes

Keywords

  • A algorithm
  • A-DP
  • Dynamic programming
  • IMU (inertial measure unit)
  • SPM-HDE

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