| Title |
Optical Misalignment Cancellation via Online L1 Optimization |
| Authors |
김종한(Kim, Jong-Han) ; 한유덕(Han, Yudeog) ; 황익호(Whang, Ick Ho) |
| DOI |
https://doi.org/10.5370/KIEE.2017.66.7.1078 |
| Keywords |
L1 Optimization ; Alternating Direction Method of Multipliers ; Optical Misalignment Cancellation |
| Abstract |
This paper presents an L1 optimization based filtering technique which effectively eliminates the optical misalignment effects encountered in the squint guidance mode with strapdown seekers. We formulated a series of L1 optimization problems in order to separate the bias and the gradient components from the measured data, and solved them via the alternating direction method of multipliers (ADMM) and sparse matrix decomposition techniques. The proposed technique was able to rapidly detect arbitrary discontinuities and gradient changes from the measured signals, and was shown to effectively cancel the undesirable effects coming from the seeker misalignment angles. The technique was implemented on embedded flight computers and the real-time operational performance was verified via the hardware-in-the-loop simulation (HILS) tests in parallel with the automatic target recognition algorithms and the intra-red synthetic target images. |