Approach for GNSS constellation based on artificial bee colony algorithm

Lei Zhang; Faezeh Jamshidi; Fahimeh Nezhadalinaei

doi:10.1109/ITOEC.2018.8740665

Approach for GNSS constellation based on artificial bee colony algorithm

Lei Zhang, Faezeh Jamshidi, Fahimeh Nezhadalinaei

Software Engineering Institute

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

2 Scopus citations

Abstract

Simultaneous satellite selection is a major challenge of multi-constellation satellite navigation systems today, since real-time positioning using all the visible satellites results in extremely high computation load. Therefore, quick and efficient satellite selection methods are highly demanded in the field of navigation. In this paper, for the first time, artificial bee colony (ABC) algorithm is adopted to select visible satellites for positioning in multi-constellation satellite navigation system with minimum geometric dilution of precision (GDOP) value achieved. The proposed approach is evaluated by simulation and the results show that the ABC approach has better performance in convergence and speed compared to that of the conventional particle swarm optimization (PSO) approach.

Original language	English
Title of host publication	Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018
Editors	Bing Xu
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1562-1566
Number of pages	5
ISBN (Electronic)	9781538653739
DOIs	https://doi.org/10.1109/ITOEC.2018.8740665
State	Published - Dec 2018
Event	4th IEEE Information Technology and Mechatronics Engineering Conference, ITOEC 2018 - Chongqing, China Duration: 14 Dec 2018 → 16 Dec 2018

Publication series

Name	Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018

Conference

Conference	4th IEEE Information Technology and Mechatronics Engineering Conference, ITOEC 2018
Country/Territory	China
City	Chongqing
Period	14/12/18 → 16/12/18

Keywords

Artificial Bee Colony
Geometric Dilution of Precision (GDOP)
Global Navigation Satellite System (GNSS)
Multi-Constellation Satellite Navigation Systems
Satellite Selection

Access to Document

10.1109/ITOEC.2018.8740665

Cite this

Zhang, L., Jamshidi, F., & Nezhadalinaei, F. (2018). Approach for GNSS constellation based on artificial bee colony algorithm. In B. Xu (Ed.), Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018 (pp. 1562-1566). Article 8740665 (Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ITOEC.2018.8740665

Zhang, Lei ; Jamshidi, Faezeh ; Nezhadalinaei, Fahimeh. / Approach for GNSS constellation based on artificial bee colony algorithm. Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018. editor / Bing Xu. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 1562-1566 (Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018).

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title = "Approach for GNSS constellation based on artificial bee colony algorithm",

abstract = "Simultaneous satellite selection is a major challenge of multi-constellation satellite navigation systems today, since real-time positioning using all the visible satellites results in extremely high computation load. Therefore, quick and efficient satellite selection methods are highly demanded in the field of navigation. In this paper, for the first time, artificial bee colony (ABC) algorithm is adopted to select visible satellites for positioning in multi-constellation satellite navigation system with minimum geometric dilution of precision (GDOP) value achieved. The proposed approach is evaluated by simulation and the results show that the ABC approach has better performance in convergence and speed compared to that of the conventional particle swarm optimization (PSO) approach.",

keywords = "Artificial Bee Colony, Geometric Dilution of Precision (GDOP), Global Navigation Satellite System (GNSS), Multi-Constellation Satellite Navigation Systems, Satellite Selection",

author = "Lei Zhang and Faezeh Jamshidi and Fahimeh Nezhadalinaei",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 4th IEEE Information Technology and Mechatronics Engineering Conference, ITOEC 2018 ; Conference date: 14-12-2018 Through 16-12-2018",

year = "2018",

month = dec,

doi = "10.1109/ITOEC.2018.8740665",

language = "英语",

series = "Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018",

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

pages = "1562--1566",

editor = "Bing Xu",

booktitle = "Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018",

address = "美国",

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Zhang, L, Jamshidi, F & Nezhadalinaei, F 2018, Approach for GNSS constellation based on artificial bee colony algorithm. in B Xu (ed.), Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018., 8740665, Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018, Institute of Electrical and Electronics Engineers Inc., pp. 1562-1566, 4th IEEE Information Technology and Mechatronics Engineering Conference, ITOEC 2018, Chongqing, China, 14/12/18. https://doi.org/10.1109/ITOEC.2018.8740665

Approach for GNSS constellation based on artificial bee colony algorithm. / Zhang, Lei; Jamshidi, Faezeh; Nezhadalinaei, Fahimeh.
Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018. ed. / Bing Xu. Institute of Electrical and Electronics Engineers Inc., 2018. p. 1562-1566 8740665 (Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018).

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

TY - GEN

T1 - Approach for GNSS constellation based on artificial bee colony algorithm

AU - Zhang, Lei

AU - Jamshidi, Faezeh

AU - Nezhadalinaei, Fahimeh

PY - 2018/12

Y1 - 2018/12

N2 - Simultaneous satellite selection is a major challenge of multi-constellation satellite navigation systems today, since real-time positioning using all the visible satellites results in extremely high computation load. Therefore, quick and efficient satellite selection methods are highly demanded in the field of navigation. In this paper, for the first time, artificial bee colony (ABC) algorithm is adopted to select visible satellites for positioning in multi-constellation satellite navigation system with minimum geometric dilution of precision (GDOP) value achieved. The proposed approach is evaluated by simulation and the results show that the ABC approach has better performance in convergence and speed compared to that of the conventional particle swarm optimization (PSO) approach.

AB - Simultaneous satellite selection is a major challenge of multi-constellation satellite navigation systems today, since real-time positioning using all the visible satellites results in extremely high computation load. Therefore, quick and efficient satellite selection methods are highly demanded in the field of navigation. In this paper, for the first time, artificial bee colony (ABC) algorithm is adopted to select visible satellites for positioning in multi-constellation satellite navigation system with minimum geometric dilution of precision (GDOP) value achieved. The proposed approach is evaluated by simulation and the results show that the ABC approach has better performance in convergence and speed compared to that of the conventional particle swarm optimization (PSO) approach.

KW - Artificial Bee Colony

KW - Geometric Dilution of Precision (GDOP)

KW - Global Navigation Satellite System (GNSS)

KW - Multi-Constellation Satellite Navigation Systems

KW - Satellite Selection

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SP - 1562

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BT - Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018

A2 - Xu, Bing

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 4th IEEE Information Technology and Mechatronics Engineering Conference, ITOEC 2018

Y2 - 14 December 2018 through 16 December 2018

ER -

Zhang L, Jamshidi F, Nezhadalinaei F. Approach for GNSS constellation based on artificial bee colony algorithm. In Xu B, editor, Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 1562-1566. 8740665. (Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018). doi: 10.1109/ITOEC.2018.8740665

Approach for GNSS constellation based on artificial bee colony algorithm

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