Analysis and control of flapping flight: from biological to robotic insects

This dissertation explores flapping flight as an effective form of locomotion for unmanned micro aerial vehicles (MAVs). Flapping flight is analyzed from three different perspectives: biological, technological and control-theoretic. To the author's knowledge, this dissertation is one of the first attempts to study flapping flight from a control theory perspective. From a biological perspective, the extraordinary maneuverability of many flying insects is the result of two main factors: (1) their ability to generate and control the production of large aerodynamic forces and torques from unsteady state aerodynamic mechanisms unique to flapping flight, and (2) a hierarchical architecture for their sensory and neuromotor systems. Inspired by real insects, this dissertation proposes a similar hierarchical architecture for the design of a control unit for micromechanical flying insects (MFIs). By combining averaging theory and biomimetic principles, it is shown that flapping flight allows the independent control of five degrees of freedom out of a total of six, as suggested but never experimentally confirmed by many biologists. From a technological perspective, it is shown that a simple proportional feedback is sufficient to stabilize a wide range of flight modes such as hovering, cruising and steering. This is done under the assumption of the linearity of the wing-thorax dynamics and that the feedback's gain is a periodic function with the same period as the wingbeat. This is vital to the successful implementation of flight controllers given the limited computational resources available on MFIs. Moreover, the controller design methodology developed here is not limited to the mathematical models of aerodynamics considered in this thesis, but can be easily adapted to experimental data as it becomes available. Finally, from a control-theoretical perspective, flapping flight is proposed as a compelling example of high-frequency control of an underactuated system present in nature. Averaging theory and separation of timescales is applied rigorously to ground the controller design approach and to highlight trade-offs between mechanical efficiency and overall responsiveness of the body dynamics.

[1]  W Reichardt,et al.  Visual control of orientation behaviour in the fly: Part I. A quantitative analysis , 1976, Quarterly Reviews of Biophysics.

[2]  Joel W. Burdick,et al.  Fluid locomotion and trajectory planning for shape-changing robots , 2003 .

[3]  Joel W. Burdick,et al.  The Geometric Mechanics of Undulatory Robotic Locomotion , 1998, Int. J. Robotics Res..

[4]  Robert J. Wood,et al.  Dynamically tuned design of the MFI thorax , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[5]  Adrian L. R. Thomas,et al.  FLOW VISUALIZATION AND UNSTEADY AERODYNAMICS IN THE FLIGHT OF THE HAWKMOTH, MANDUCA SEXTA , 1997 .

[6]  S. Sastry,et al.  Adaptive Control: Stability, Convergence and Robustness , 1989 .

[7]  S. Shankar Sastry,et al.  Attitude control for a micromechanical flying insect via sensor output feedback , 2004, IEEE Transactions on Robotics and Automation.

[8]  C. Taylor Contribution of Compound Eyes and Ocelli to Steering of Locusts in Flight: II. Timing Changes in Flight Motor Units , 1981 .

[9]  K. Lynch Nonholonomic Mechanics and Control , 2004, IEEE Transactions on Automatic Control.

[10]  F. A. Miles Multisensory control in insect oculomotor systems , 2003 .

[11]  E. Eguchi,et al.  Atlas of arthropod sensory receptors : dynamic morphology in relation to function , 1999 .

[12]  W P Chan,et al.  Visual input to the efferent control system of a fly's "gyroscope". , 1998, Science.

[13]  D. Campolo,et al.  Efficient charge recovery method for driving piezoelectric actuators with quasi-square waves , 2003, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[14]  Sonia Martínez,et al.  Analysis and design of oscillatory control systems , 2003, IEEE Trans. Autom. Control..

[15]  Michael H Dickinson,et al.  The influence of visual landscape on the free flight behavior of the fruit fly Drosophila melanogaster. , 2002, The Journal of experimental biology.

[16]  M. Dickinson Directional Sensitivity and Mechanical Coupling Dynamics of Campaniform Sensilla During Chordwise Deformations of the Fly Wing , 1992 .

[17]  M. Dickinson,et al.  Wing rotation and the aerodynamic basis of insect flight. , 1999, Science.

[18]  M. Dickinson UNSTEADY MECHANISMS OF FORCE GENERATION IN AQUATIC AND AERIAL LOCOMOTION , 1996 .

[19]  F. Verhulst,et al.  Averaging Methods in Nonlinear Dynamical Systems , 1985 .

[20]  M. Dickinson,et al.  The control of flight force by a flapping wing: lift and drag production. , 2001, The Journal of experimental biology.

[21]  S. Shankar Sastry,et al.  Model identification and attitude control for a micromechanical flying insect including thorax and sensor models , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[22]  S. Sastry Nonlinear Systems: Analysis, Stability, and Control , 1999 .

[23]  J. Marsden,et al.  Introduction to mechanics and symmetry , 1994 .

[24]  M. Dickinson,et al.  Spanwise flow and the attachment of the leading-edge vortex on insect wings , 2001, Nature.

[25]  J. Zanker,et al.  On the mechanism of speed and altitude control in Drosophila melanogaster , 1988 .

[26]  S. Sastry,et al.  Nonholonomic motion planning: steering using sinusoids , 1993, IEEE Trans. Autom. Control..

[27]  M. S. Tu,et al.  The control of wing kinematics by two steering muscles of the blowfly (Calliphora vicina) , 1996, Journal of Comparative Physiology A.

[28]  M. Dickinson,et al.  A comparison of visual and haltere-mediated equilibrium reflexes in the fruit fly Drosophila melanogaster , 2003, Journal of Experimental Biology.

[29]  F. A. Miles,et al.  Visual Motion and Its Role in the Stabilization of Gaze , 1992 .

[30]  C. Taylor Contribution of Compound Eyes and Ocelli to Steering Of Locusts in Flight: I. Behavioural Analysis , 1981 .

[31]  T. Y. Wu On theoretical modeling of aquatic and aerial animal locomotion , 2002 .

[32]  F. A. Miles,et al.  The Role of Inertial and Visual Mechanisms in the Stabilization of Gaze in Natural and Artificial Systems , 2001 .

[33]  M. Dickinson,et al.  The active control of wing rotation by Drosophila. , 1993, The Journal of experimental biology.

[34]  P J Fox,et al.  THE FOUNDATIONS OF MECHANICS. , 1918, Science.

[35]  R. Ramamurti,et al.  A three-dimensional computational study of the aerodynamic mechanisms of insect flight. , 2002, The Journal of experimental biology.

[36]  Arnold M. Kuethe,et al.  Foundations of Aerodynamics , 1959 .

[37]  R. Brockett,et al.  On the rectification of vibratory motion , 1989, IEEE Micro Electro Mechanical Systems, , Proceedings, 'An Investigation of Micro Structures, Sensors, Actuators, Machines and Robots'.

[38]  Joel W. Burdick,et al.  Nonlinear control methods for planar carangiform robot fish locomotion , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[39]  G. Fraenkel,et al.  Biological Sciences: Halteres of Flies as Gyroscopic Organs of Equilibrium , 1938, Nature.

[40]  P. Krishnaprasad,et al.  Nonholonomic mechanical systems with symmetry , 1996 .

[41]  M. Mangel Singular Perturbation Methods in Control: Analysis and Design (Petar Kokotovic, Hassan K. Khalil, and John O’Reilly) , 1988 .

[42]  Titus R. Neumann Modeling Insect Compound Eyes: Space-Variant Spherical Vision , 2002, Biologically Motivated Computer Vision.

[43]  Joel W. Burdick,et al.  Trajectory stabilization for a planar carangiform robot fish , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[44]  Daniel Koditschek,et al.  Quantifying Dynamic Stability and Maneuverability in Legged Locomotion1 , 2002, Integrative and comparative biology.

[45]  R. Dudley The Biomechanics of Insect Flight: Form, Function, Evolution , 1999 .

[46]  Richard M. Murray,et al.  A Mathematical Introduction to Robotic Manipulation , 1994 .

[47]  John Brady,et al.  Flying mate detection and chasing by tsetse flies (Glossina) , 1991 .

[48]  Adrian L. R. Thomas,et al.  Leading-edge vortices in insect flight , 1996, Nature.

[49]  R. Hengstenberg,et al.  Optical properties of the ocelli of Calliphora erythrocephala and their role in the dorsal light response , 1993, Journal of Comparative Physiology A.

[50]  J. Baillieul,et al.  The geometry of controlled mechanical systems , 1998 .

[51]  H. Sussmann New Differential Geometric Methods in Nonholonomic Path Finding , 1992 .

[52]  Francesco Bullo,et al.  Averaging and Vibrational Control of Mechanical Systems , 2002, SIAM J. Control. Optim..

[53]  Naomi Ehrich Leonard Periodic forcing, dynamics and control of underactuated spacecraft and underwater vehicles , 1995, Proceedings of 1995 34th IEEE Conference on Decision and Control.

[54]  Michael H Dickinson,et al.  Collision-avoidance and landing responses are mediated by separate pathways in the fruit fly, Drosophila melanogaster. , 2002, The Journal of experimental biology.

[55]  M. Dickinson,et al.  Haltere Afferents Provide Direct, Electrotonic Input to a Steering Motor Neuron in the Blowfly, Calliphora , 1996, The Journal of Neuroscience.

[56]  H. Sussmann,et al.  Limits of highly oscillatory controls and the approximation of general paths by admissible trajectories , 1991, [1991] Proceedings of the 30th IEEE Conference on Decision and Control.

[57]  James P. Ostrowski,et al.  Motion planning for anguilliform locomotion , 2003, IEEE Trans. Robotics Autom..

[58]  Heinrich H. Bülthoff,et al.  Behavior-oriented vision for biomimetic flight control , 2002 .

[59]  R. W. Brockett,et al.  Asymptotic stability and feedback stabilization , 1982 .

[60]  C. A. Desoer,et al.  Nonlinear Systems Analysis , 1978 .

[61]  M. Dickinson,et al.  The influence of wing–wake interactions on the production of aerodynamic forces in flapping flight , 2003, Journal of Experimental Biology.

[62]  Michael H. Dickinson,et al.  Linear and Nonlinear Encoding Properties of an Identified Mechanoreceptor on the Fly wing Measured with Mechanical Noise Stimuli , 1990 .

[63]  Dickinson,et al.  THE EFFECTS OF WING ROTATION ON UNSTEADY AERODYNAMIC PERFORMANCE AT LOW REYNOLDS NUMBERS , 1994, The Journal of experimental biology.

[64]  H. Wagner Flight Performance and Visual Control of Flight of the Free-Flying Housefly (Musca Domestica L.) I. Organization of the Flight Motor , 1986 .

[65]  M. Dickinson,et al.  Haltere-mediated equilibrium reflexes of the fruit fly, Drosophila melanogaster. , 1999, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[66]  S. N. Fry,et al.  The Aerodynamics of Free-Flight Maneuvers in Drosophila , 2003, Science.

[67]  R. Hengstenberg,et al.  Estimation of self-motion by optic flow processing in single visual interneurons , 1996, Nature.

[68]  R Hengstenberg,et al.  Dendritic structure and receptive-field organization of optic flow processing interneurons in the fly. , 1998, Journal of neurophysiology.

[69]  Mao Sun,et al.  Lift and power requirements of hovering flight in Drosophila virilis. , 2002, The Journal of experimental biology.

[70]  R. Hengstenberg Mechanosensory control of compensatory head roll during flight in the blowflyCalliphora erythrocephala Meig. , 1988, Journal of Comparative Physiology A.

[71]  H. Piaggio Mathematical Analysis , 1955, Nature.

[72]  R. Hengstenberg,et al.  The halteres of the blowfly Calliphora , 1994, Journal of Comparative Physiology A.

[73]  P. Vela Averaging and control of nonlinear systems , 2003 .

[74]  Robert J. Wood,et al.  Towards flapping wing control for a micromechanical flying insect , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[75]  K. Pister,et al.  Corner-cube retroreflectors based on structure-assisted assembly for free-space optical communication , 2003 .

[76]  F. Lehmann,et al.  The control of wing kinematics and flight forces in fruit flies (Drosophila spp.). , 1998, The Journal of experimental biology.

[77]  M. Dickinson,et al.  The aerodynamic effects of wing rotation and a revised quasi-steady model of flapping flight. , 2002, The Journal of experimental biology.

[78]  G. Kastberger The ocelli control the flight course in honeybees , 1990 .

[79]  M. S. Tu,et al.  The Function of Dipteran Flight Muscle , 1997 .

[80]  Ronald S. Fearing,et al.  Development of PZT and PZN-PT based unimorph actuators for micromechanical flapping mechanisms , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[81]  Yuan-Cheng Fung,et al.  An introduction to the theory of aeroelasticity , 1955 .

[82]  Bong Wie,et al.  Space Vehicle Dynamics and Control , 1998 .

[83]  G K Taylor,et al.  Mechanics and aerodynamics of insect flight control , 2001, Biological reviews of the Cambridge Philosophical Society.