JOURNAL ARTICLE

High Dynamic Pseudo-Random Code Tracking Using Unscented Kalman Filter and Carrier-Aiding Technology

Abstract

In high dynamic direct-sequence spread-spectrum (DS/SS) systems, due to the impact of Doppler shift on Pseudorandom (PN) code rate, it's very hard to measure PN code delay accurately. In this paper, a new PN code tracking method is proposed to address this issue. Unscented Kalman Filter (UKF) is employed to estimate carrier phase and frequency, and the carrier phase variation is used to aid the code tracking loop to remove most of the incoming dynamics. The loop bandwidth can be significantly narrowed to guarantee the code delay measurement precision and the dynamic tracking performance is improved. Simulations show that the method is feasible.

Keywords:
Kalman filter Computer science Code (set theory) Bandwidth (computing) Tracking (education) Pseudorandom noise Control theory (sociology) Pseudorandom number generator Spread spectrum Algorithm Electronic engineering Code division multiple access Telecommunications Engineering Artificial intelligence

Metrics

1
Cited By
0.57
FWCI (Field Weighted Citation Impact)
7
Refs
0.79
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

GNSS positioning and interference
Physical Sciences →  Engineering →  Aerospace Engineering
Target Tracking and Data Fusion in Sensor Networks
Physical Sciences →  Computer Science →  Artificial Intelligence
Wireless Communication Networks Research
Physical Sciences →  Computer Science →  Computer Networks and Communications

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