A Genetic Approach for Coordinate Transformation Test of GPS Positioning

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@Article{Wu:2007:ieeeGSL,

• author = "Chih-Hung Wu and Hung-Ju Chou and Wei-Han Su",
• title = "A Genetic Approach for Coordinate Transformation Test of GPS Positioning",
• journal = "IEEE Geoscience and Remote Sensing Letters",
• year = "2007",
• volume = "4",
• number = "2",
• pages = "297--301",
• email = "johnw@nuk.edu.tw",
• URL = "http://ieeexplore.ieee.org/iel5/8859/4156144/04156177.pdf?tp=&isnumber=&arnumber=4156177",
• DOI = "doi:10.1109/LGRS.2007.894164",
• keywords = "genetic algorithms, genetic programming, Coordinate system, global positioning system (GPS), symbolic regression",
• abstract = "Transformation of coordinates usually invokes levelwise processes wherein several sets of complicated equations are calculated. Unfortunately, the accuracy may be corrupted due to the accumulation of inevitable errors between the transformation processes. This letter rephrases the transformation of coordinates from global positioning system (GPS) signals to 2-D coordinates as a regression problem that derives target coordinates from the inputs of GPS signals directly. In this letter, a genetic-based solution is proposed and implemented by the techniques of symbolic regression and genetic programming. Since coordinates for a GPS application are obtained by using simpler transformation formulas, the computational costs and inaccuracy can be reduced. The proposed method, although it does not exclude systematic errors due to the imperfection on defining the reference ellipsoid and the reliability of GPS receivers, effectively reduces statistical errors when accurate Cartesian coordinates are known from independent sources. To our best knowledge, this letter is the first attempt to use genetic-based methods in coordinate transformation for GPS positioning. From the experimental results where the target datums TWD67 and TWD97 are investigated, it seems that the proposed method can serve as a direct and feasible solution to the transformation of GPS coordinates.",
• notes = "C.-H. Wu and H.-J. Chou are with the Department of Electronic Engineering, National University of Kaohsiung, Kaohsiung 811, Taiwan, R.O.C. W.-H. Su is with the Department of Information Management, Shu-Te University, Kaohsiung 82445, Taiwan, R.O.C.

  Colour versions of one or more of the Figures in this paper are available online at http://ieeexplore.ieee.org.",

}

Genetic Programming entries for Chih-Hung Wu Hung-Ju Chou Wei-Han Su

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