Increasing the Resistance of GPS Receivers by Using a Fuzzy Smart Estimator in Weak Signal Conditions

Author:

Farhad M. A.,Mosavi M. R.ORCID,Abedi A. A.,Mohammadi K.

Abstract

Global satellite navigation systems (GNSS) are nowadays used in many applications. GNSS receivers experience limitations in receiving weak signals in a degraded environment. Hence, tracking weak GNSS signals is a topic of interest to researchers in this field. Different methods have been proposed to address this issue, each of which has advantages and disadvantages. In this paper, a method based on the vector tracking method is proposed for weak signal tracking. This method has been developed based on a strong Kalman filter instead of the extended Kalman filter used in conventional vector tracking methods. In order to adjust important parameters of this filter, the fuzzy method is used. The results of tests performed with both simulated data and real data demonstrate that the proposed method performs better than previous ones in weak signal tracking.

Publisher

Cambridge University Press (CUP)

Subject

Ocean Engineering,Oceanography

Reference33 articles.

1. Performance Analysis of Vector Tracking Algorithms for Weak GPS Signals in High Dynamics

2. Lim, D. W. , Kang, H. W. , Cho, S. L. , Lee, S. J. and Heo, M. B. (2013). Performance Evaluation of a GPS Receiver with VDFLL in Harsh Environments. International Global Navigation Satellite Systems Society IGNSS Symposium, Gold Coast, Queensland, Australia, July 16–18, 1–12.

3. Accuracy comparison of GNSS vector and scalar tracking loop

4. Open-source MATLAB code for GPS vector tracking on a software-defined receiver

5. Vectorized and federated software receivers combining GLONASS and GPS

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