A new positioning algorithm for localization in automatic identification system

Yi Jiang; Shufang Zhang; Dongkai Yang; Kai Zheng

doi:10.1109/SICE.2015.7285397

A new positioning algorithm for localization in automatic identification system

Yi Jiang
, Shufang Zhang
, Dongkai Yang
, Kai Zheng

电子信息工程学院

Dalian Maritime University
Beihang University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

2 引用（Scopus）

摘要

Nowadays, robust position, navigation and timing information becomes an essential foundation of e-navigation, and requires the trials and development of a new system to enhance marine navigation. The automatic identification system (AIS) is an existing system designed for communication originally. A position estimation algorithm in AIS is proposed in this paper. The dual channel compensation algorithm is proposed to get the accurate difference of signal transmission delay from the different shore stations. Then the position of the ship can be estimated using the time difference of arrival (TDOA) technique. Furthermore, the Kalman filter is utilized to correct the rough position estimation. Finally, the positioning algorithm is verified and evaluated by the positioning experiment in the real AIS situation. The results show that the positioning accuracy is acceptable.

源语言	英语
主期刊名	2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015
出版商	Institute of Electrical and Electronics Engineers Inc.
页	7-12
页数	6
ISBN（电子版）	9784907764487
DOI	https://doi.org/10.1109/SICE.2015.7285397
出版状态	已出版 - 30 9月 2015
活动	54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015 - Hangzhou, 中国期限: 28 7月 2015 → 30 7月 2015

出版系列

姓名	2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015

会议

会议	54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015
国家/地区	中国
市	Hangzhou
时期	28/07/15 → 30/07/15

联合国可持续发展目标

此成果有助于实现下列可持续发展目标：

可持续发展目标 14 水下生物

访问文件

10.1109/SICE.2015.7285397

其它文件与链接

链接到 Scopus 的出版物

引用此

Jiang, Y., Zhang, S., Yang, D., & Zheng, K. (2015). A new positioning algorithm for localization in automatic identification system. 在 2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015 (页码 7-12). 文章 7285397 (2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SICE.2015.7285397

Jiang, Yi ; Zhang, Shufang ; Yang, Dongkai 等. / A new positioning algorithm for localization in automatic identification system. 2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015. Institute of Electrical and Electronics Engineers Inc., 2015. 页码 7-12 (2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015).

@inproceedings{d3d4608068794ab4a6d9355d1815438c,

title = "A new positioning algorithm for localization in automatic identification system",

abstract = "Nowadays, robust position, navigation and timing information becomes an essential foundation of e-navigation, and requires the trials and development of a new system to enhance marine navigation. The automatic identification system (AIS) is an existing system designed for communication originally. A position estimation algorithm in AIS is proposed in this paper. The dual channel compensation algorithm is proposed to get the accurate difference of signal transmission delay from the different shore stations. Then the position of the ship can be estimated using the time difference of arrival (TDOA) technique. Furthermore, the Kalman filter is utilized to correct the rough position estimation. Finally, the positioning algorithm is verified and evaluated by the positioning experiment in the real AIS situation. The results show that the positioning accuracy is acceptable.",

keywords = "Automatic identification system, Dual channel compensation, Kalman filter, Positioning algorithm, Time difference of arrival",

author = "Yi Jiang and Shufang Zhang and Dongkai Yang and Kai Zheng",

note = "Publisher Copyright: {\textcopyright} 2015 The Society of Instrument and Control Engineers-SICE.; 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015 ; Conference date: 28-07-2015 Through 30-07-2015",

year = "2015",

month = sep,

day = "30",

doi = "10.1109/SICE.2015.7285397",

language = "英语",

series = "2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "7--12",

booktitle = "2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015",

address = "美国",

}

Jiang, Y, Zhang, S, Yang, D & Zheng, K 2015, A new positioning algorithm for localization in automatic identification system. 在 2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015., 7285397, 2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015, Institute of Electrical and Electronics Engineers Inc., 页码 7-12, 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015, Hangzhou, 中国, 28/07/15. https://doi.org/10.1109/SICE.2015.7285397

A new positioning algorithm for localization in automatic identification system. / Jiang, Yi; Zhang, Shufang; Yang, Dongkai 等.
2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015. Institute of Electrical and Electronics Engineers Inc., 2015. 页码 7-12 7285397 (2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - A new positioning algorithm for localization in automatic identification system

AU - Jiang, Yi

AU - Zhang, Shufang

AU - Yang, Dongkai

AU - Zheng, Kai

PY - 2015/9/30

Y1 - 2015/9/30

N2 - Nowadays, robust position, navigation and timing information becomes an essential foundation of e-navigation, and requires the trials and development of a new system to enhance marine navigation. The automatic identification system (AIS) is an existing system designed for communication originally. A position estimation algorithm in AIS is proposed in this paper. The dual channel compensation algorithm is proposed to get the accurate difference of signal transmission delay from the different shore stations. Then the position of the ship can be estimated using the time difference of arrival (TDOA) technique. Furthermore, the Kalman filter is utilized to correct the rough position estimation. Finally, the positioning algorithm is verified and evaluated by the positioning experiment in the real AIS situation. The results show that the positioning accuracy is acceptable.

AB - Nowadays, robust position, navigation and timing information becomes an essential foundation of e-navigation, and requires the trials and development of a new system to enhance marine navigation. The automatic identification system (AIS) is an existing system designed for communication originally. A position estimation algorithm in AIS is proposed in this paper. The dual channel compensation algorithm is proposed to get the accurate difference of signal transmission delay from the different shore stations. Then the position of the ship can be estimated using the time difference of arrival (TDOA) technique. Furthermore, the Kalman filter is utilized to correct the rough position estimation. Finally, the positioning algorithm is verified and evaluated by the positioning experiment in the real AIS situation. The results show that the positioning accuracy is acceptable.

KW - Automatic identification system

KW - Dual channel compensation

KW - Kalman filter

KW - Positioning algorithm

KW - Time difference of arrival

UR - https://www.scopus.com/pages/publications/84960099711

U2 - 10.1109/SICE.2015.7285397

DO - 10.1109/SICE.2015.7285397

M3 - 会议稿件

AN - SCOPUS:84960099711

T3 - 2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015

SP - 7

EP - 12

BT - 2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015

Y2 - 28 July 2015 through 30 July 2015

ER -

Jiang Y, Zhang S, Yang D, Zheng K. A new positioning algorithm for localization in automatic identification system. 在 2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015. Institute of Electrical and Electronics Engineers Inc. 2015. 页码 7-12. 7285397. (2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015). doi: 10.1109/SICE.2015.7285397

A new positioning algorithm for localization in automatic identification system

摘要

出版系列

会议

联合国可持续发展目标

访问文件

其它文件与链接

指纹

引用此