A generalized total least-squares algorithm for hyperbolic location

Yang Kai; An Jianping; Xu Zhan; Bu Xiangyuan

doi:10.1109/WiCom.2008.822

A generalized total least-squares algorithm for hyperbolic location

Yang Kai^*, An Jianping, Xu Zhan, Bu Xiangyuan

^*Corresponding author for this work

Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

Location of a source is of considerable interest in wireless sensor networks, and it can be estimated from passive measurements of time difference of arrival (TDOA). A novel algorithm for source location by utilizing the TDOA measurements of a signal received at spatially separated sensors is proposed. The algorithm is based on the generalized total least-squares (GTLS) method and gives an explicit solution. Comparisons of performance with least-squares and weighted least-squares are made, and Monte Carlo simulations are performed. Simulation results indicate that the proposed algorithm has high location accuracy and is close to the Cramer-Rao lower bound (CRLB).

Original language	English
Title of host publication	2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008
DOIs	https://doi.org/10.1109/WiCom.2008.822
Publication status	Published - 2008
Event	2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008 - Dalian, China Duration: 12 Oct 2008 → 14 Oct 2008

Publication series

Name	2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008

Conference

Conference	2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008
Country/Territory	China
City	Dalian
Period	12/10/08 → 14/10/08

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10.1109/WiCom.2008.822

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Kai, Y., Jianping, A., Zhan, X., & Xiangyuan, B. (2008). A generalized total least-squares algorithm for hyperbolic location. In 2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008 Article 4678730 (2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008). https://doi.org/10.1109/WiCom.2008.822

@inproceedings{aa87663762fc4ad89d5a8e245961f899,

title = "A generalized total least-squares algorithm for hyperbolic location",

abstract = "Location of a source is of considerable interest in wireless sensor networks, and it can be estimated from passive measurements of time difference of arrival (TDOA). A novel algorithm for source location by utilizing the TDOA measurements of a signal received at spatially separated sensors is proposed. The algorithm is based on the generalized total least-squares (GTLS) method and gives an explicit solution. Comparisons of performance with least-squares and weighted least-squares are made, and Monte Carlo simulations are performed. Simulation results indicate that the proposed algorithm has high location accuracy and is close to the Cramer-Rao lower bound (CRLB).",

author = "Yang Kai and An Jianping and Xu Zhan and Bu Xiangyuan",

year = "2008",

doi = "10.1109/WiCom.2008.822",

language = "English",

isbn = "9781424421084",

series = "2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008",

booktitle = "2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008",

note = "2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008 ; Conference date: 12-10-2008 Through 14-10-2008",

}

Kai, Y, Jianping, A, Zhan, X & Xiangyuan, B 2008, A generalized total least-squares algorithm for hyperbolic location. in 2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008., 4678730, 2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008, 2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008, Dalian, China, 12/10/08. https://doi.org/10.1109/WiCom.2008.822

A generalized total least-squares algorithm for hyperbolic location. / Kai, Yang; Jianping, An; Zhan, Xu et al.
2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008. 2008. 4678730 (2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Jianping, An

AU - Zhan, Xu

AU - Xiangyuan, Bu

PY - 2008

Y1 - 2008

N2 - Location of a source is of considerable interest in wireless sensor networks, and it can be estimated from passive measurements of time difference of arrival (TDOA). A novel algorithm for source location by utilizing the TDOA measurements of a signal received at spatially separated sensors is proposed. The algorithm is based on the generalized total least-squares (GTLS) method and gives an explicit solution. Comparisons of performance with least-squares and weighted least-squares are made, and Monte Carlo simulations are performed. Simulation results indicate that the proposed algorithm has high location accuracy and is close to the Cramer-Rao lower bound (CRLB).

AB - Location of a source is of considerable interest in wireless sensor networks, and it can be estimated from passive measurements of time difference of arrival (TDOA). A novel algorithm for source location by utilizing the TDOA measurements of a signal received at spatially separated sensors is proposed. The algorithm is based on the generalized total least-squares (GTLS) method and gives an explicit solution. Comparisons of performance with least-squares and weighted least-squares are made, and Monte Carlo simulations are performed. Simulation results indicate that the proposed algorithm has high location accuracy and is close to the Cramer-Rao lower bound (CRLB).

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M3 - Conference contribution

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SN - 9781424421084

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BT - 2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008

T2 - 2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008

Y2 - 12 October 2008 through 14 October 2008

ER -

A generalized total least-squares algorithm for hyperbolic location

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