IEEE - Aerospace and Electronic Systems - July 2022 - 16

I Am Not Afraid of the GPS Jammer: Resilient Navigation Via Signals of Opportunity in GPS-Denied Environments
Figure 15.
Experiment 2 EKF results: SOP position error and
3s bounds.
(A) GPS signals available, (B) GPS signals intermittent, and (C)
GPS signals unavailable.
Figure 14.
Experiment 2 EKF results: receiver position error and associated
3s bounds for Scenario 2: assuming unknown SOP position. (A)
GPS signals available, (B) GPS signals intermittent, and (C) GPS
signals unavailable.
lost was used to initialize the position states in both
radio SLAM scenarios, and the receiver's and SOP's
positions were expressed in an East-North-UP frame,
centered at the receiver's initial position. The initial
state estimate for Scenario 1 was ^x ¼ 081, while the
initial state estimate for Scenario 2 was
x^ ¼
½016; 976:9; 3221:3; 58:9; 012
T. The initial estimation
error covariance for Scenario 1 was P ¼ diag½1; 1; 1;

IEEE - Aerospace and Electronic Systems - July 2022

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