DocumentCode
456651
Title
A Genetic Approach for Coordinate Transformation of GPS Signals
Author
Wu, Chih-Hung ; Chou, Hung-Ju ; Su, Wei-Han
Author_Institution
Dept. of Electron. Eng., Nat. Univ. of Kaohsiung
Volume
1
fYear
2006
fDate
Aug. 30 2006-Sept. 1 2006
Firstpage
558
Lastpage
561
Abstract
Traditional approach for coordinate transformation is a level-wised process where several sets of equations obtained by geographical survey are invoked, which makes the whole process complicated and introduces the accumulation of calculating errors. This paper presents a genetic-based approach for finding symbolic formulas for transforming coordinate signals received from GPS. In this way, the receiver´s position can be obtained much faster with less computational complexity. We test this concept on different areas in Taiwan and find several new equations that can effectively and better produce accurate coordinates
Keywords
Global Positioning System; genetic algorithms; learning (artificial intelligence); regression analysis; signal processing; GPS; Global Positioning System; Taiwan; computational complexity; coordinate signal transformation; genetic programming; machine learning; symbolic formula; symbolic regression; Computational complexity; Differential equations; Earth; Genetic programming; Global Positioning System; Information management; Machine learning; Navigation; Satellites; Testing; GPS; genetic programming; machine learning; symbolic regression;
fLanguage
English
Publisher
ieee
Conference_Titel
Innovative Computing, Information and Control, 2006. ICICIC '06. First International Conference on
Conference_Location
Beijing
Print_ISBN
0-7695-2616-0
Type
conf
DOI
10.1109/ICICIC.2006.6
Filename
1691861
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