GPS Pull-In Search Using Reverse Directional Finite Rate of Innovation (FRI)
When an incoming Global Positioning System (GPS) signal is acquired, pull-in search performs a finer search of the Doppler frequency of the incoming signal so that phase lock loop can be quickly stabilized and the receiver can produce an accurate pseudo-range measurement. However, increasing the acc...
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Published in | Journal of Positioning, Navigation, and Timing Vol. 3; no. 3; pp. 107 - 116 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
사단법인 항법시스템학회
15.09.2014
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Abstract | When an incoming Global Positioning System (GPS) signal is acquired, pull-in search performs a finer search of the Doppler frequency of the incoming signal so that phase lock loop can be quickly stabilized and the receiver can produce an accurate pseudo-range measurement. However, increasing the accuracy of the Doppler frequency estimation often involves a higher computational cost for weaker GPS signals, which delays the position fix. In this paper, we show that the Doppler frequency detectable by a long coherent auto-correlation can be accurately estimated using a complex-weighted sum of consecutive short coherent auto-correlation outputs with a different Doppler frequency hypothesis, and by exploiting this we propose a noise resistant, low-cost and highly accurate Doppler frequency and phase estimation technique based on a reverse directional application of the finite rate of innovation (FRI) technique. We provide a performance and computational complexity analysis to show the feasibility of the proposed technique and compare the performance to conventional techniques using numerous Monte Carlo simulations. KCI Citation Count: 0 |
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AbstractList | When an incoming Global Positioning System (GPS) signal is acquired, pull-in search performs a finer search of the Doppler frequency of the incoming signal so that phase lock loop can be quickly stabilized and the receiver can produce an accurate pseudo-range measurement. However, increasing the accuracy of the Doppler frequency estimation often involves a higher computational cost for weaker GPS signals, which delays the position fix. In this paper, we show that the Doppler frequency detectable by a long coherent auto-correlation can be accurately estimated using a complex-weighted sum of consecutive short coherent auto-correlation outputs with a different Doppler frequency hypothesis, and by exploiting this we propose a noise resistant, low-cost and highly accurate Doppler frequency and phase estimation technique based on a reverse directional application of the finite rate of innovation (FRI) technique. We provide a performance and computational complexity analysis to show the feasibility of the proposed technique and compare the performance to conventional techniques using numerous Monte Carlo simulations. KCI Citation Count: 0 |
Author | Kong, Seung-Hyun Yoo, Kyungwoo |
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Cites_doi | 10.1109/TWC.2013.092313.130407 10.1109/ICISE.2010.5691791 10.1109/MSP.2007.914998 10.1109/PROC.1982.12428 10.1109/TSP.2002.1003065 10.1145/355984.355990 10.1109/MELCON.1996.551387 |
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Title | GPS Pull-In Search Using Reverse Directional Finite Rate of Innovation (FRI) |
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