Title :
STAP for GPS receiver synchronization
Author :
Kim, Seung-jun ; Iltis, Ronald A.
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
fDate :
1/1/2004 12:00:00 AM
Abstract :
A space-time adaptive processing (STAP) algorithm for delay tracking and acquisition of the GPS signature sequence with interference rejection capability is developed. The interference can consist of both broadband and narrowband jammers, and is mitigated in two steps. The narrowband jammers are modelled as vector autoregressive (VAR) processes and rejected by temporal whitening. The spatial ing is implicitly achieved by estimating a sample covariance matrix and feeding its inverse into the extended Kalman filter (EKF). The EKF estimates of the code delay and the fading channel are used for a t-test for acquisition detection. Computer simulations demonstrate robust performance of the algorithm in severe jamming, and also show that the algorithm outperforms the conventional delay-locked loop (DLL).
Keywords :
Global Positioning System; Kalman filters; autoregressive processes; covariance matrices; delays; fading channels; interference suppression; jamming; radio receivers; space-time adaptive processing; synchronisation; GPS receiver synchronization; GPS signature sequence; acquisition detection; broadband jammers; code delay; covariance matrix; delay tracking; delay-locked loop; extended Kalman filter; fading channel; interference rejection; narrowband jammers; space-time adaptive processing; spatial nulling; temporal whitening; vector autoregressive processes; Computer simulation; Covariance matrix; Delay estimation; Fading; Global Positioning System; Interference; Jamming; Narrowband; Reactive power; Robustness;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2004.1292148