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A TDOA localization method for complex environment localization

  • Bole Ma
  • , Chao Tong*
  • , Lipeng Zou
  • , Ming Tian
  • *此作品的通讯作者
  • Beihang University
  • Information Technology Innovation Service Center of Guizhou Province
  • Science and Technology Information Center of Guizhou Province

科研成果: 期刊稿件会议文章同行评审

摘要

Time Difference of Arrival (TDOA) algorithm is a widely used wireless network-based localization algorithm. However, with the increasing complexity of real-life localization environments, the disturbances of noise, perturbations and multi-path effect have limited the performance of the classical TDOA algorithm. In view of these, we design an Interaction-derived Sequence Selection (IDSS) method and an Interaction-derived Sequence Adjustment (IDSA) method to reduce localization error caused by Non Line of Sight (NLOS) environments. Furthermore, an Interacting Multiple Model (IMM) framework is proposed to deal with the localization problem in complex mixed environments. Experimental results demonstrate that the IDSS and IDSA methods can enhance TDOA localization performance in NLOS environments, and the IMM framework can maintain strong adaptability in complex mixed environments.

源语言英语
文章编号012003
期刊Journal of Physics: Conference Series
2004
1
DOI
出版状态已出版 - 2 9月 2021
活动2nd International Conference on Big Data Mining and Information Processes, BDMIP 2021 - Xiamen, Virtual, 中国
期限: 23 7月 202125 7月 2021

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