TY - JOUR
T1 - Vision-based bio-inspired guidance law for small aerial vehicle
AU - Wang, Zhengjie
AU - Huang, Weilin
AU - Yan, Yonghong
N1 - Publisher Copyright:
© 2015 Production and hosting by Elsevier Ltd.
PY - 2015/2/1
Y1 - 2015/2/1
N2 - During predation, a flying insect can form a stealth flight path. This behavior is called motion camouflage. Based on the study results of this behavior, the perception and neurology of flying insects, a novel bio-inspired guidance law is proposed for the terminal guidance for small aerial vehicle with charge-coupled device imaging seekers. The kinematics relationship between a small aerial vehicle and target is analyzed, and a two-dimensional guidance law model is established by using artificial neural networks. To compare with the proportional guidance law, the numerical simulations are carried out in the vertical plane and in the horizontal plane respectively. The simulation results show that the ballistic of the small aerial vehicle is straighter and the normal acceleration is smaller by using the bio-inspired guidance law than by using the proportional guidance law. That is to say, the bio-inspired guidance law just uses the information of the target from the imaging seeker, but the performance of it can be better than that of the proportional guidance law.
AB - During predation, a flying insect can form a stealth flight path. This behavior is called motion camouflage. Based on the study results of this behavior, the perception and neurology of flying insects, a novel bio-inspired guidance law is proposed for the terminal guidance for small aerial vehicle with charge-coupled device imaging seekers. The kinematics relationship between a small aerial vehicle and target is analyzed, and a two-dimensional guidance law model is established by using artificial neural networks. To compare with the proportional guidance law, the numerical simulations are carried out in the vertical plane and in the horizontal plane respectively. The simulation results show that the ballistic of the small aerial vehicle is straighter and the normal acceleration is smaller by using the bio-inspired guidance law than by using the proportional guidance law. That is to say, the bio-inspired guidance law just uses the information of the target from the imaging seeker, but the performance of it can be better than that of the proportional guidance law.
KW - Back-propagation learning rule
KW - Guidance law
KW - Motion camouflage
KW - Neural network
KW - Small aerial vehicle
UR - http://www.scopus.com/inward/record.url?scp=84922714281&partnerID=8YFLogxK
U2 - 10.1016/j.cja.2014.12.032
DO - 10.1016/j.cja.2014.12.032
M3 - Article
AN - SCOPUS:84922714281
SN - 1000-9361
VL - 28
SP - 260
EP - 267
JO - Chinese Journal of Aeronautics
JF - Chinese Journal of Aeronautics
IS - 1
ER -