Title :
GPS attitude determination using a genetic algorithm
Author :
Xu, Jiangning ; Arslan, T. ; Wan, Dejun ; Wang, Qing
Author_Institution :
Dept. of Electr. Eng., Edinburgh Univ., UK
Abstract :
In this paper, a new technique that uses a specially tailored genetic algorithm is proposed for attitude determination via GPS carrier phase observables. The technique overcomes restrictions due to computational overheads incurred by existing techniques such as the ambiguity function method. We present experimental results which show that the algorithm is able to efficiently search the complex search space imposed by the problem in addition to being immune to cycle slips compared to other conventional methods
Keywords :
Global Positioning System; attitude measurement; genetic algorithms; GPS attitude determination; GPS carrier phase observables; complex search space; cycle slip immunity; genetic algorithm; Aircraft navigation; Equations; Frequency; Genetic algorithms; Global Positioning System; Position measurement; Receiving antennas; Satellites; Signal resolution; Vehicles;
Conference_Titel :
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7282-4
DOI :
10.1109/CEC.2002.1007061