Abstract: | We present a coordinate-free navigation and guidance approach that uses the location-dependent features extracted from various radio frequency signals to steer toward a destination. Unlike the conventional method, this approach does not estimate a position fix in any navigation coordinate frames. The contribution of this paper is threefold: (a) we discuss the need and motivation of the work. Our goal is to provide an alternate navigation option for circumstances when GPS signals are not available; (b) we model the system and formulate a closed loop control problem. Different types of geotag matching algorithms are proposed. This study also conducts the trade space of computational loading, trajectory length, and position accuracy by varying a number of control parameters; and (c) we demonstrate the coordinate free navigation system using simulated cellular signals, and evaluate the performance. The simulated results and analyses are presented in the paper. |
Published in: |
Proceedings of the 23rd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS 2010) September 21 - 24, 2010 Oregon Convention Center, Portland, Oregon Portland, OR |
Pages: | 1224 - 1232 |
Cite this article: | Qiu, D., Miller, M., DeVilbiss, S., Nguyen, T., Yang, C., "Coordinate-Free Radio Navigation and Guidance Using Location-Dependent Signals and Propagation Channel Parameters," Proceedings of the 23rd International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS 2010), Portland, OR, September 2010, pp. 1224-1232. |
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