Learning-based design optimization of second-order tracking differentiator with application to missile guidance law

• Published in: Aerospace science and technology Vol. 137; p. 108302
• Main Authors: Wen, Qiuqiu, Wang, Mingkai, Li, Xin, Chang, Yuxiang
• Format: Journal Article
• Language: English
• Published: Elsevier Masson SAS 01.06.2023
• Subjects: Convolutional neural network; Design optimization; Guidance law; Tracking differentiator; Tracking differentiator; Convolutional neural network; Guidance law; Design optimization

Tracking differentiator is widely used to estimate the differential signal of noisy systems with unknown structures. However, there still lacks an efficient approach to tracking differentiator design and optimization, partly due to the nonlinearity by nature, and the high dimension of design paramet...