NLOS Identification and Mitigation for Mobile Tracking

被引：43

作者：

Yu, Kegen ^{[1
]}

Dutkiewicz, Eryk ^{[2
]}

机构：

[1] Univ New S Wales, Sch Surveying & Spatial Informat Syst, Sydney, NSW 2052, Australia

[2] Macquarie Univ, Dept Elect Engn, N Ryde, NSW 2109, Australia

来源：

IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS | 2013年 / 49卷 / 03期

基金：

中国国家自然科学基金;

关键词：

LOCATION ESTIMATOR; FILTER; UKF;

D O I：

10.1109/TAES.2013.6557997

中图分类号：

V [航空、航天];

学科分类号：

08 ; 0825 ;

摘要：

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.

引用

页码：1438 / 1452

页数：15

共 29 条

[1]

Bahl P., 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064), P775, DOI 10.1109/INFCOM.2000.832252

[2] Subscriber location in CDMA cellular networks [J].

Caffery, J ;

Stuber, GL .

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 1998, 47 (02) :406-416

[3] Mobile Location Estimator in a Rough Wireless Environment Using Extended Kalman-Based IMM and Data Fusion [J].

Chen, Bor-Sen ;

Yang, Chang-Yi ;

Liao, Feng-Ko ;

Liao, Jung-Feng .

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2009, 58 (03) :1157-1169

[4] Nonline-of-sight error mitigation in mobile location [J].

Cong, L ;

Zhuang, WH .

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2005, 4 (02) :560-573

[5] ROBUST MOBILE TERMINAL TRACKING IN NLOS ENVIRONMENTS USING INTERACTING MULTIPLE MODEL ALGORITHM [J].

Fritsche, Carsten ;

Hammes, Ulrich ;

Klein, Anja ;

Zoubir, Abdelhak M. .

2009 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1- 8, PROCEEDINGS, 2009, :3049-3052

[6] Location tracking of mobiles in cellular radio networks [J].

Hellebrandt, M ;

Mathar, R .

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 1999, 48 (05) :1558-1562

[7]

Huerta JM, 2005, INT CONF ACOUST SPEE, P901

[8] Joint Particle Filter and UKF Position Tracking in Severe Non-Line-of-Sight Situations [J].

Huerta, Jose M. ;

Vidal, Josep ;

Giremus, Audrey ;

Tourneret, Jean-Yves .

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2009, 3 (05) :874-888

[9] Database correlation method with error correction for emergency location [J].

Juurakko, S ;

Backman, W .

WIRELESS PERSONAL COMMUNICATIONS, 2004, 30 (2-4) :183-194

[10] The interior-point method for an optimal treatment of bias in trilateration location [J].

Kim, Wuk ;

Lee, Jang Gyu ;

Jee, Gyu-In .

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2006, 55 (04) :1291-1301

← 1 2 3 →