Title :
Biologically Inspired Feedback Design for Drosophila Flight
Author :
Epstein, Michael ; Waydo, Stephen ; Fuller, Sawyer B. ; Dickson, Will ; Straw, Andrew ; Dickinson, Michael H. ; Murray, Richard M.
Author_Institution :
California Inst. of Technol., Pasadena
Abstract :
We use a biologically motivated model of the Drosophila´s flight mechanics and sensor processing to design a feedback control scheme to regulate forward flight. The model used for insect flight is the grand unified fly (GUF) [3] simulation consisting of rigid body kinematics, aerodynamic forces and moments, sensory systems, and a 3D environment model. We seek to design a control algorithm that will convert the sensory signals into proper wing beat commands to regulate forward flight. Modulating the wing beat frequency and mean stroke angle produces changes in the flight envelope. The sensory signals consist of estimates of rotational velocity from the haltere organs and translational velocity estimates from visual elementary motion detectors (EMD´s) and matched retinal velocity filters. The controller is designed based on a longitudinal model of the flight dynamics. Feedforward commands are generated based on a desired forward velocity. The dynamics are linearized around this operating point and a feedback controller designed to correct deviations from the operating point. The control algorithm is implemented in the GUF simulator and achieves the desired tracking of the forward reference velocities and exhibits biologically realistic responses.
Keywords :
aerodynamics; aerospace control; biomimetics; control system synthesis; feedback; feedforward; linearisation techniques; 3D environment model; Drosophila flight mechanics; aerodynamic forces; aerodynamic moments; attitude control; biologically inspired feedback design; biologically motivated model; biologically realistic response; dynamics linearization; feedback control design; feedforward command; flight envelope; forward flight regulation; forward reference velocity; forward velocity; grand unified fly simulation; haltere organs; insect flight; retinal velocity filters; rigid body kinematics; rotational velocity; sensor processing; sensory systems; stroke angle; translational velocity; visual elementary motion detectors; wing beat commands; wing beat frequency; Aerodynamics; Aerospace simulation; Biological system modeling; Biosensors; Feedback control; Insects; Kinematics; Motion estimation; Process design; Signal design;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4282971