Research Article
Infrared Fast-Maneuvering Target Tracking Based on Robust Exact Differentiator with Improved Particle Filter
Algorithm 1
Calculating the center of newly generated particles by the proposed method.
| Inputs: | | Outputs: | (1) | Initialization: declare and initialize variables . | (2) | Declare differentiator parameters and filter parameters , , , , and , Lipschitz constants , , and the covariance matrices and . | (3) | while not convergent do | (4) | if then {Case 1 KF} | (5) | According to (10)-(14), update , , , , and in sequence based on the constant acceleration model in (6) | (6) | else {Case 2 RED} | (7) | | (8) | | (9) | | (10) | | (11) | | (12) | | (13) | Integrate variables , , , , , and over to obtain | (14) | end if | (15) | Check the convergence conditions: | (16) | end while |
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