Research Article

UKF-Based Vehicle Pose Estimation under Randomly Occurring Deception Attacks

Algorithm 1

UKF-based secure recursive estimator.
Step 1.Initialization:
(1)Set the values of initial pose state , initial estimate state , initial estimation error covariance matrix , and initial state covariance matrix
(2)Set the value of and determine the value of (the norm bound of arbitrary signal )
(3)Set the control input signal , i.e., translational and rotational acceleration for the autonomous vehicle
(4)Let and choose the proper for all to calculate , , , and
(5)Set discrete time index
Step 2.State covariance matrix is updated as follows:
   
Step 3.The secure recursive estimator gain and are calculated as follows:
   
   
Step 4.Set and go to Step 2.