NLOS identification and mitigation for mobile tracking

Kegen Yu, Eryk Dutkiewicz

Research output: Contribution to journalArticle

34 Citations (Scopus)

Abstract

A non-line-of-sight (NLOS) mitigation approach is presented for network-based mobile tracking. A distance smoothing method is proposed, which uses online line-of-sight (LOS) and NLOS identification. A technique is proposed to integrate distance, mobile velocity, and heading estimates for position determination through Kalman filtering. Hypothesis testing analysis is performed to provide a guideline for selecting the threshold values. Simulation results demonstrate that the proposed approach significantly improves position accuracy as compared with the existing algorithms.

Original languageEnglish
Article number6557997
Pages (from-to)1438-1452
Number of pages15
JournalIEEE Transactions on Aerospace and Electronic Systems
Volume49
Issue number3
DOIs
Publication statusPublished - 2013

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