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Technique for order performance by similarity to ideal solution for solving complex situations in multi-criteria optimization of the tracking channels of GPS baseband telecommunication receivers

Global positioning system (GPS) has undergone intensive development, starting as an advanced specialized tool to a general-purpose gadget used in our daily lives. GPS exists in new technologies, applications, and consumer products, especially in smartphones and tablets. In a GPS receiver design, pow...

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Main Authors: Jumaah, F. M., Zaidan, A. A., Zaidan, B. B., Rahmatullah, Bahbibi, Qahtan, M. Y., Sali, Aduwati
Format: Article
Language:English
Published: Springer Verlag 2018
Online Access:http://psasir.upm.edu.my/id/eprint/74088/1/Technique%20for%20order%20performance%20by%20similarity%20to%20ideal%20solution%20for%20solving%20complex%20situations%20in%20multi-criteria%20optimization%20of%20the%20tracking%20channels%20of%20GPS%20baseband%20telecommunication%20receivers.pdf
http://psasir.upm.edu.my/id/eprint/74088/
https://link.springer.com/article/10.1007/s11235-017-0401-5
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spelling my.upm.eprints.740882020-04-27T15:24:37Z http://psasir.upm.edu.my/id/eprint/74088/ Technique for order performance by similarity to ideal solution for solving complex situations in multi-criteria optimization of the tracking channels of GPS baseband telecommunication receivers Jumaah, F. M. Zaidan, A. A. Zaidan, B. B. Rahmatullah, Bahbibi Qahtan, M. Y. Sali, Aduwati Global positioning system (GPS) has undergone intensive development, starting as an advanced specialized tool to a general-purpose gadget used in our daily lives. GPS exists in new technologies, applications, and consumer products, especially in smartphones and tablets. In a GPS receiver design, power consumption and localization accuracy are critical factors that affect the outcome of a GPS receiver system. Theoretically, increasing the number of required tracking channels in a GPS baseband receiver increases the design complexity and size of this system. Thus, power consumption can significantly increase. The receiver should acquire and track numerous satellites to improve the location accuracy of a position, thereby indicating that the receiver requires a high number of tracking channels. Thus, optimizing these tracking channels to balance the conflict among performance parameters is a difficult and challenging task. This paper presents a technique for order performance by similarity to ideal solution (TOPSIS) for solving complex situations for multi-criteria optimization of the tracking channels of GPS baseband telecommunication receiver. Nine operation modes of GPS receiver were evaluated by each design parameter, such as power consumption, localization accuracy, and time with no position available for static and dynamic positioning. Then, the TOPSIS was utilized and implemented to measure and rank the overall performance of tracking channel selection. Results of this study indicate that (1) multi-objective optimization is a reliable strategy for visualizing the trade-off among the GPS design parameters and providing a dynamic power consumption planning. (2) The best aggregated performance of the GPS receiver occurs when the number of tracking channels equals five and six for static and dynamic positioning, respectively. (3) The most frequent number of available satellites is eight, whereas the other number of satellites is a rare case to acquire. However, GPS standards require that available GPS satellites are constantly 12 at any time and place. Springer Verlag 2018 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/74088/1/Technique%20for%20order%20performance%20by%20similarity%20to%20ideal%20solution%20for%20solving%20complex%20situations%20in%20multi-criteria%20optimization%20of%20the%20tracking%20channels%20of%20GPS%20baseband%20telecommunication%20receivers.pdf Jumaah, F. M. and Zaidan, A. A. and Zaidan, B. B. and Rahmatullah, Bahbibi and Qahtan, M. Y. and Sali, Aduwati (2018) Technique for order performance by similarity to ideal solution for solving complex situations in multi-criteria optimization of the tracking channels of GPS baseband telecommunication receivers. Telecommunication Systems, 68 (3). 425 - 443. ISSN 1018-4864; ESSN: 1572-9451 https://link.springer.com/article/10.1007/s11235-017-0401-5 10.1007/s11235-017-0401-5
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Global positioning system (GPS) has undergone intensive development, starting as an advanced specialized tool to a general-purpose gadget used in our daily lives. GPS exists in new technologies, applications, and consumer products, especially in smartphones and tablets. In a GPS receiver design, power consumption and localization accuracy are critical factors that affect the outcome of a GPS receiver system. Theoretically, increasing the number of required tracking channels in a GPS baseband receiver increases the design complexity and size of this system. Thus, power consumption can significantly increase. The receiver should acquire and track numerous satellites to improve the location accuracy of a position, thereby indicating that the receiver requires a high number of tracking channels. Thus, optimizing these tracking channels to balance the conflict among performance parameters is a difficult and challenging task. This paper presents a technique for order performance by similarity to ideal solution (TOPSIS) for solving complex situations for multi-criteria optimization of the tracking channels of GPS baseband telecommunication receiver. Nine operation modes of GPS receiver were evaluated by each design parameter, such as power consumption, localization accuracy, and time with no position available for static and dynamic positioning. Then, the TOPSIS was utilized and implemented to measure and rank the overall performance of tracking channel selection. Results of this study indicate that (1) multi-objective optimization is a reliable strategy for visualizing the trade-off among the GPS design parameters and providing a dynamic power consumption planning. (2) The best aggregated performance of the GPS receiver occurs when the number of tracking channels equals five and six for static and dynamic positioning, respectively. (3) The most frequent number of available satellites is eight, whereas the other number of satellites is a rare case to acquire. However, GPS standards require that available GPS satellites are constantly 12 at any time and place.
format Article
author Jumaah, F. M.
Zaidan, A. A.
Zaidan, B. B.
Rahmatullah, Bahbibi
Qahtan, M. Y.
Sali, Aduwati
spellingShingle Jumaah, F. M.
Zaidan, A. A.
Zaidan, B. B.
Rahmatullah, Bahbibi
Qahtan, M. Y.
Sali, Aduwati
Technique for order performance by similarity to ideal solution for solving complex situations in multi-criteria optimization of the tracking channels of GPS baseband telecommunication receivers
author_facet Jumaah, F. M.
Zaidan, A. A.
Zaidan, B. B.
Rahmatullah, Bahbibi
Qahtan, M. Y.
Sali, Aduwati
author_sort Jumaah, F. M.
title Technique for order performance by similarity to ideal solution for solving complex situations in multi-criteria optimization of the tracking channels of GPS baseband telecommunication receivers
title_short Technique for order performance by similarity to ideal solution for solving complex situations in multi-criteria optimization of the tracking channels of GPS baseband telecommunication receivers
title_full Technique for order performance by similarity to ideal solution for solving complex situations in multi-criteria optimization of the tracking channels of GPS baseband telecommunication receivers
title_fullStr Technique for order performance by similarity to ideal solution for solving complex situations in multi-criteria optimization of the tracking channels of GPS baseband telecommunication receivers
title_full_unstemmed Technique for order performance by similarity to ideal solution for solving complex situations in multi-criteria optimization of the tracking channels of GPS baseband telecommunication receivers
title_sort technique for order performance by similarity to ideal solution for solving complex situations in multi-criteria optimization of the tracking channels of gps baseband telecommunication receivers
publisher Springer Verlag
publishDate 2018
url http://psasir.upm.edu.my/id/eprint/74088/1/Technique%20for%20order%20performance%20by%20similarity%20to%20ideal%20solution%20for%20solving%20complex%20situations%20in%20multi-criteria%20optimization%20of%20the%20tracking%20channels%20of%20GPS%20baseband%20telecommunication%20receivers.pdf
http://psasir.upm.edu.my/id/eprint/74088/
https://link.springer.com/article/10.1007/s11235-017-0401-5
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score 13.211869

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