Methods for stabilizing the longitudinal dynamics of a biomimetic robotic hummingbird in hovering flight

  • Abstract
  • References
  • Similar Papers
Abstract
Translate article icon Translate Article Star icon
Take notes icon Take Notes

Hummingbirds and many flying biological organisms use a method known as wing kinematics modulation (WKM) for flight control and stability. This technique involves actively varying the wing flapping kinematics during flight to generate control forces and moments in response to desired trajectories, external perturbations, and natural instabilities. Recently, we designed, developed, and free-flight tested a biomimetic robotic hummingbird which uses these methods for flight control. For longitudinal control, two methods were implemented: (1) flap plane tilting which generates a coupled pitching moment and horizontal force, and (2) wing stroke mean shifting, which moves the longitudinal position of the aerodynamic center relative to the center of gravity, generating a pure pitching moment. The robot was flight tested in hover using each of these control methods. The first method resulted in higher translational velocities, larger attitude angles, and higher pitch rates, as well as off-axis roll and yaw rates. The second method resulted in significantly less movement. These results suggest that the plane tilting method is best for introducing larger changes in states, while the mean shifting method is best for more precise hovering. This is the first experimental study to quantify the effects of biological flight control strategies on the hovering flight of a two-winged, free-flying robotic hummingbird. These results could be used to inform roboticist on the best methods to use for controlling the longitudinal dynamics of flapping wing robots, as well as derive control schemes that leverage the two methods for quick and efficient execution of flight maneuvers.

ReferencesShowing 10 of 17 papers
  • Cite Count Icon 331
  • 10.1242/jeb.56.1.79
Energetics of Hovering Flight in Hummingbirds and in Drosophila
  • Feb 1, 1972
  • Journal of Experimental Biology
  • Torkel Weis-Fogh

  • Open Access Icon
  • Cite Count Icon 6
  • 10.1177/1756829316682534
Refined lightweight inertial navigation system for micro air vehicle applications
  • Jun 1, 2017
  • International Journal of Micro Air Vehicles
  • Vikram Hrishikeshavan + 1 more

  • Cite Count Icon 549
  • 10.2514/6.2012-588
Development of the Nano Hummingbird: A Tailless Flapping Wing Micro Air Vehicle
  • Jan 9, 2012
  • Matthew Keennon + 2 more

  • Cite Count Icon 437
  • 10.1038/s41586-019-1322-0
Untethered flight of an insect-sized flapping-wing microscale aerial vehicle.
  • Jun 26, 2019
  • Nature
  • Noah T Jafferis + 3 more

  • Open Access Icon
  • Cite Count Icon 35
  • 10.1242/jeb.073114
Backward flight in hummingbirds employs unique kinematic adjustments and entails low metabolic cost
  • Sep 26, 2012
  • Journal of Experimental Biology
  • Nir Sapir + 1 more

  • Cite Count Icon 17
  • 10.1117/12.2085714
An insect-inspired flapping wing micro air vehicle with double wing clap-fling effects and capability of sustained hovering
  • Mar 26, 2015
  • Woei Leong Chan + 2 more

  • Open Access Icon
  • Cite Count Icon 135
  • 10.1177/1756829317695563
COLIBRI: A hovering flapping twin-wing robot
  • Mar 28, 2017
  • International Journal of Micro Air Vehicles
  • A Roshanbin + 3 more

  • Open Access Icon
  • PDF Download Icon
  • Cite Count Icon 35
  • 10.1098/rsos.160230
Three-dimensional simulation for fast forward flight of a calliope hummingbird
  • Jun 1, 2016
  • Royal Society Open Science
  • Jialei Song + 4 more

  • Cite Count Icon 687
  • 10.1098/rstb.1984.0051
The aerodynamics of hovering insect flight. III. Kinematics
  • Feb 24, 1984
  • Philosophical Transactions of the Royal Society of London. B, Biological Sciences
  • C P Ellington

  • Open Access Icon
  • Cite Count Icon 6
  • 10.1109/lra.2023.3269319
Takeoff of a 2.1 g Fully Untethered Tailless Flapping-Wing Micro Aerial Vehicle With Integrated Battery
  • Jun 1, 2023
  • IEEE Robotics and Automation Letters
  • Takashi Ozaki + 3 more

Similar Papers
  • Research Article
  • Cite Count Icon 1
  • 10.14323/ijuseng.2013.5
Flight Stability and Control of Tailless Lambda Unmanned Aircraft
  • Apr 1, 2013
  • International Journal of Unmanned Systems Engineering
  • Pascual Marques

Marques P. (2013). Flight stability and control of tailless lambda unmanned aircraft. International Journal of Unmanned Systems Engineering. 1(S2): 1-4. This paper illustrates the unique challenges with which Aerospace Engineers are presented in achieving dynamic stability and autonomous flight control in tailless lambda unmanned aircraft. The static margin in lambda configurations is short, making the aircraft unstable. To compensate for the short static margin, a priority in lambda UAV design is to obtain a small linear pitching moment. Negligible pitching moment is implemented using reflex camber airfoils that complement the longitudinal dihedral provided by combined wing sweep back and washout. The reflex airfoil permits a wider choice of wing planform and enhances control authority with minimum elevon deflection. Stability analysis shows that a lambda UCAV is longitudinally unstable in ground effect, in both the flaps extended and flaps retracted configurations. Vortical flow and asymmetrical vortex bursting unsteadiness in a rapidly maneuvering next generation near-lambda 1303 UCAV are responsible for unexpected changes in pitch, roll and yaw coefficients and illustrate the difficulty in maneuvering the UCAV beyond certain critical angles of attack. The primary mechanism of lateral-directional control in a W–shaped flying wing UAV is provided by drag rudders, however lateral-directional control in such aircraft requires a sophisticated on-board flight control system. © Marques Aviation Ltd – Press.

  • Research Article
  • Cite Count Icon 20
  • 10.1260/1756-8293.5.4.299
Pitch Moment Generation and Measurement in a Robotic Hummingbird
  • Dec 1, 2013
  • International Journal of Micro Air Vehicles
  • Matěj Karásek + 3 more

Micro Air Vehicles (MAVs) with flapping wings try to mimic their biological counterparts, insects and hummingbirds, as they can combine high agility manoeuvres with precision hovering flight. Near-hovering flapping flight is naturally unstable and needs to be stabilized actively. We present a novel mechanism for pitch moment generation in a robotic hummingbird that uses wing twist modulation via flexible wing root bars. A custom build force balance, sensitive enough to measure the cycle averaged pitch moment as well as lift force, is also presented. The introduced prototype mechanism generates pitch moment of up to ± 0.5 mNm. Finally we integrate a Shape Memory Alloy (SMA) wire to actuate the wing root bar ends. We present achievable displacement versus bandwidth as well as generated pitch moment.

  • Conference Article
  • Cite Count Icon 1
  • 10.2514/6.2001-4312
A modern approach to graduate flight dynamics, stability, and control courses
  • Aug 6, 2001
  • John Valasek + 1 more

A modern approach to graduate flight dynamics, stability, and control courses

  • Book Chapter
  • Cite Count Icon 266
  • 10.1016/s0065-2806(07)34005-8
Sensory Systems and Flight Stability: What do Insects Measure and Why?
  • Jan 1, 2007
  • Advances in Insect Physiology
  • Graham K Taylor + 1 more

Sensory Systems and Flight Stability: What do Insects Measure and Why?

  • Research Article
  • Cite Count Icon 74
  • 10.2514/1.9278
Comparison of Predicted and Measured Formation Flight Interference Effects
  • Mar 1, 2004
  • Journal of Aircraft
  • William B Blake + 1 more

Results from a wind-tunnel test of two delta-wing aircraft in close proximity are presented and compared with predictions from a vortex lattice method. Large changes in lift, pitching moment, and rolling moment are found on the trail aircraft as it moves laterally relative to the lead aircraft. The magnitude of these changes is reduced as the trail aircraft moves vertically with respect to the lead aircraft. Lift-to-drag ratio of the trail aircraft is increased when the wing tips are slightly overlapped. Wake-induced lift is overpredicted slightly when the aircraft overlap in the spanwise direction. Wake-induced pitching and rolling moments are well predicted. A maximum induced drag reduction of 25% is measured on the trail aircraft, compared with a 40% predicted reduction. Three positional stability derivatives, change in lift and pitching moment with vertical position and change in rolling moment with lateral position, are studied. Predicted boundaries between stable and unstable regions were generally in good agreement with experimentally derived boundaries.

  • Research Article
  • Cite Count Icon 9
  • 10.2514/3.21337
Kinematics and aerodynamics of velocity-vector roll
  • Nov 1, 1994
  • Journal of Guidance, Control, and Dynamics
  • Wayne C Durham + 2 more

The velocity-vector roll is defined as an angular rotation of an airplane about its instantaneous velocity vector, constrained to be performed at constant angle of attack (AOA), no sideslip, and constant velocity. Consideration of the aerodynamic force equations leads to requirements for body-axis yawing and pitching rotations that must be present to satisfy these constraints. Here, the body-axis rotations and the constraints are used in the moment equations to determine the aerodynamic moments required to perform the velocity-vector roll. The total aerodynamic moments, represented in the reference body-axis coordinate system, are then analyzed to determine the conditions under which their maxima occur. It is shown, for representative tactical airplanes, that the conditions for maximum pitching moment are strongly a function of the orientation of the airplane, occurring at about 90 deg of bank in a level trajectory. Maximum required pitching moment occurs at peak roll rate and is achieved at an AOA in excess of 45 deg. The conditions for maximum rolling moment depend on the value of the roll mode time constant. For a small time constant (fast response) the maximum rolling moment occurs at maximum roll acceleration and zero AOA, largely independent of airplane orientation; for a large time constant, maximum required rolling moment occurs at maximum roll rate, at maximum AOA, and at 180 deg of bank in level flight. The maximum yawing moment occurs at maximum roll acceleration and maximum AOA and is largely independent of airplane orientation. Results are compared with those obtained using conventional assumptions of zero pitch and yaw rates and show significant improvement, especially in the prediction of maximum-pitching-moment requirements.

  • Book Chapter
  • Cite Count Icon 8
  • 10.1007/978-3-642-38253-6_25
Nonlinear Non-cascaded Reference Model Architecture for Flight Control Design
  • Jan 1, 2013
  • Fubiao Zhang + 2 more

A nonlinear reference model architecture motivated by dynamic inversion based flight control is introduced. As a novel feature, only one integrated reference model is used to provide reference commands, for longitudinal axis: the flight path angle, vertical load factor (or angle of attack), and pitch rate, while admitting flight path rate command as input; for lateral axis, bank angle and roll rate; for directional axis, lateral load factor and yaw rate. Flight dynamics, actuator dynamics with rate and position limits, and envelope protections can also be incorporated in a straight forward way in the reference model. One advantage of this non-cascaded reference model is that at least the attitude of the reference response can be restored and flown at an early stage of the flight control system design cycle. The second feature is that the reference model is parameterized, allowing the opportunity of updating the knowledge of aircraft dynamics (e.g. damaged) and flying qualities design. With these two aspects, the physical consistency in terms of the reference commands among different channels and reference commands reasonable with respect to true aircraft dynamics can be assured. Although designed for General Aviation aircraft, the framework can be generalized for other aircraft considering only rigid body dynamics.

  • Conference Article
  • 10.4050/f-0078-2022-17444
Robotic Hummingbird versus Quadrotor: a Flight Dynamics and Gust Response Comparison
  • May 10, 2022
  • David Coleman + 1 more

The paper discusses an experimental effort aimed at quantifying and comparing the relative flight dynamics and gust response of a two-winged, biomimetic, hover-capable robotic hummingbird (RH) with wing kinematic modulation methods for flight control, against those of a quadrotor (QR) with the same mass, inertias, and motor and battery mass fractions as the robotic hummingbird. Comparing the linear flight dynamics models, the RH model had 2–3 ×greater translational aerodynamic coefficients along the longitudinal and lateral axes, and rotational aerodynamic coefficients of similar magnitude but opposite sign about these axes. The pitching moment response to longitudinal velocity was similar in the two, while the rolling moment response to lateral velocity was 3.5 × greater in the RH model. Control authority in the longitudinal dynamics was found to be greater in the QR, though this was attributed to mechanism limitations in the RH. The lateral and direction control authority was 1.3 and 4.3 × larger respectively in the RH model. Both vehicles were subjected to a gust in the laboratory. Although the average total movement of the RH was greater than the QR, when the gust speed was non-dimentionalized by the tip speed, the RH had a lesser response. Further, the pitching response was similar between the two, but the rolling response was ≈ 2 × greater in the RH. Finally, the error between the measured and modeled vehicle responses as a function of wind gust velocity was quantified, which generally increased, especially so for speeds > 5 ft/s. The rotational acceleration equations contained the greatest errors. These results suggest that the linear flight dynamics models are not valid for relatively moderate excursions from hovering flight.

  • Research Article
  • 10.1093/icb/icae076
Biomechanics of Insect Flight Stability and Perturbation Response.
  • Jun 19, 2024
  • Integrative and comparative biology
  • Tyson L Hedrick + 2 more

Insects must fly in highly variable natural environments filled with gusts, vortices, and other transient aerodynamic phenomena that challenge flight stability. Furthermore, the aerodynamic forces that support insect flight are produced from rapidly oscillating wings of time-varying orientation and configuration. The instantaneous flight forces produced by these wings are large relative to the average forces supporting body weight. The magnitude of these forces and their time-varying direction add another challenge to flight stability, because even proportionally small asymmetries in timing or magnitude between the left and right wings may be sufficient to produce large changes in body orientation. However, these same large-magnitude oscillating forces also offer an opportunity for unexpected flight stability through nonlinear interactions between body orientation, body oscillation in response to time-varying inertial and aerodynamic forces, and the oscillating wings themselves. Understanding the emergent stability properties of flying insects is a crucial step toward understanding the requirements for evolution of flapping flight and decoding the role of sensory feedback in flight control. Here, we provide a brief review of insect flight stability, with some emphasis on stability effects brought about by oscillating wings, and present some preliminary experimental data probing some aspects of flight stability in free-flying insects.

  • Research Article
  • Cite Count Icon 3
  • 10.1587/elex.5.840
The study of the scale factor of micro-machined gyroscope
  • Jan 1, 2008
  • IEICE Electronics Express
  • L F Wu + 1 more

This paper reports the principle of an micro-machined gyroscope (angular rate sensor), whose output signal is fuse both roll rate and yaw rate two information. The output sine wave frequency is the rotating carrier roll rate, which is easily detected, but the amplitude depends on the roll rate and yaw rate. Otherwise, fabrication defects are always inevitably present, which gives rise to the scale factor of different gyroscope can not be identical. In order to solve these problems, a simple method is presented. The results show that the relationship between output signals and yaw rate is linearity and thus reduce the effect of the roll rate variety on the output signal. Further, different gyroscopes have the same scale factor.

  • Research Article
  • Cite Count Icon 47
  • 10.1016/s0019-0578(07)60192-x
Intelligent adaptive nonlinear flight control for a high performance aircraft with neural networks
  • Apr 1, 2006
  • ISA Transactions
  • Aydogan Savran + 2 more

Intelligent adaptive nonlinear flight control for a high performance aircraft with neural networks

  • Conference Article
  • 10.1115/omae2024-125795
Hydrodynamic Performance of a Pitching Circular Motion Hydrofoil for Tidal Current Energy Harvest
  • Jun 9, 2024
  • Xin Zhou + 2 more

Considering that if a pitching hydrofoil moves in a circle, the mechanical structure of the turbine can be further simplified, which is much simpler than a traditional oscillating hydrofoil tidal current turbine, therefore the performance of a pitching hydrofoil with such simple trajectory has attracted our interest. In this paper, numerical method was adopted to simulate a pitching circular motion hydrofoil with variety of motion parameters. Before that, the method was verified and validated. Then, instantaneous hydrodynamic forces, vortex flow field and power coefficients of the hydrofoil were studied. More importantly, the effect of pitch amplitude and circular motion frequency was investigated. Results show that, the vertical force (lift) is the main power for the hydrofoil to harvest energy. For most of the time in one motion period, the horizontal force and pitch moment do negative work. The favorable interaction between vortex and hydrofoil can increase the positive work done by the lift and reduce the negative work done by horizontal force and pitch moment, thus improving the energy harvest efficiency. There are optimal values for the two main motion parameters, which can maximize the energy harvest efficiency. When the pitch amplitude is 75 degrees and the reduced frequency is 0.14, the efficiency can reach more than 40%.

  • Research Article
  • Cite Count Icon 23
  • 10.1007/bf00605037
Flight and flight control by the antennae in the Small Tortoiseshell (Aglais urticae L., Lepidoptera)
  • Jan 1, 1981
  • Journal of Comparative Physiology ? A
  • Michael Gewecke + 1 more

1. In the Small Tortoiseshell (Aglais urticae L.), flying tethered on a flight balance in front of a wind tunnel (Fig. 1), different kinematic and aerodynamic flight variables were recorded under ‘closed loop’ conditions, i.e., when the butterfly's drag was compensated by its thrust. The wings are moved synchronously and nearly in a vertical plane (Fig. 2). Both ‘flight speed’ (in relation to the air) and lift depend on body angle (Fig. 3). Wing-beat frequency, wing-stroke angle, lift and flight speed do not vary significantly with flight duration in normal insects. Amputation of one flagellum does not influence this normal flight behavior. If both flagella are cut off, these variables remain independent of flight duration, but wing-beat frequency, wing-stroke angle and flight speed are increased, and lift is decreased relative to normal (Fig. 4). 2. Flight variables were also measured under ‘open loop’ conditions, i.e., air speed of the wind tunnel was changed stepwise between 0 and 2.5 m/s. In normal animals, wing-beat frequency and lift increase with increasing air speed, whereas wing-stroke angle and horizontal force (= thrust — drag) decrease simultaneously (Fig. 5). After cutting off the flagella, wing-beat frequency, wing-stroke angle and horizontal force increase with respect to normal, and lift decreases. In normalAglais, the lift is positively correlated with wing-beat frequency, but negatively correlated with wing-stroke angle and horizontal force (Fig. 6). 3. The antennal angle during flight is about 43 ° and independent of air speed up to 2.0 m/s (Fig. 7). Under normal flight conditions, the passive antennal deflection is below 0.2 ° (Fig. 8).

  • Research Article
  • Cite Count Icon 188
  • 10.1088/1748-3190/aa65db
Design and stable flight of a 21 g insect-like tailless flapping wing micro air vehicle with angular rates feedback control
  • Apr 4, 2017
  • Bioinspiration & Biomimetics
  • Hoang Vu Phan + 2 more

An insect-like tailless flapping wing micro air vehicle (FW-MAV) without feedback control eventually becomes unstable after takeoff. Flying an insect-like tailless FW-MAV is more challenging than flying a bird-like tailed FW-MAV, due to the difference in control principles. This work introduces the design and controlled flight of an insect-like tailless FW-MAV, named KUBeetle. A combination of four-bar linkage and pulley-string mechanisms was used to develop a lightweight flapping mechanism that could achieve a high flapping amplitude of approximately 190°. Clap-and-flings at dorsal and ventral stroke reversals were implemented to enhance vertical force. In the absence of a control surface at the tail, adjustment of the location of the trailing edges at the wing roots to modulate the rotational angle of the wings was used to generate control moments for the attitude control. Measurements by a 6-axis load cell showed that the control mechanism produced reasonable pitch, roll and yaw moments according to the corresponding control inputs. The control mechanism was integrated with three sub-micro servos to realize the pitch, roll and yaw controls. A simple PD feedback controller was implemented for flight stability with an onboard microcontroller and a gyroscope that sensed the pitch, roll and yaw rates. Several flight tests demonstrated that the tailless KUBeetle could successfully perform a vertical climb, then hover and loiter within a 0.3 m ground radius with small variations in pitch and roll body angles.

  • Research Article
  • Cite Count Icon 20
  • 10.2514/1.55209
Passive Longitudinal Stability in Ornithopter Flight
  • Mar 1, 2012
  • Journal of Guidance, Control, and Dynamics
  • Joong-Kwan Kim + 2 more

T HIS work investigates the effect of aeroelastic interaction between flexible ornithopter wings and the surrounding airflow on overall flight dynamics and stability. Typical ornithopter wings are composed of carbon rod stiffeners with a nylon fabric skin, providing anisotropic flexibility distribution to the wings. High speed camera images of ornithopter flights reveal that the wings undergo passive deformation both in chordand spanwise directions, and this aeroelastic phenomenon is known to heavily affect aerodynamic forces andmoments of the entirewing [1–6]. However, no studies have adequately addressed whether or not flexibility of wings is favorable to flight stability. Generally, for the analysis of flight dynamics and stability of ornithopters, a complex nonlinear flexible multibody configuration of an ornithopter is simplified to a linear rigid-body dynamics model with a quasisteady aerodynamic model. In particular, the passive deformation of a flexible-wing structure is oftentimes not considered or at best assumed to have a prescribed form to guarantee enough lift and thrust to propel the vehicle aloft [7–11]. Among these relevant studies, Dietl et al. [7] focused on the flight stability of an ornithopter using a single rigid-body model with prescribed sinusoidal twist angle distribution profile of the wings and concluded that the system had an unstable limit-cycle trim condition. This paper addresses the issue of the effect of passive deformation in local twist angles of flexible ornithopter wings and how it influences longitudinal flight stability. Two different ornithopter models were constructed based on the ornithopter flight simulation framework used in previous studies [12,13], which can account for flexiblemultibody dynamics andfluid-structure interaction ofwings. Both models were identical except for the wing structure; the reference model has rigid wings with prescribed sinusoidal local twist angle change as in [7], whereas the other hasflexiblewingswith aeroelastically varying local twist angles resulting from fluidstructure interaction. Longitudinal trimmed level flight and transient response to a pitch directional moment disturbance were compared between the two ornithopter models to ascertain the effect of aeroelasticity. II. Modeling and Simulation Methodology

More from: International Journal of Micro Air Vehicles
  • Research Article
  • 10.1177/17568293251349733
Distributed nonlinear model predictive control for a quadrotor UAV
  • Jul 1, 2025
  • International Journal of Micro Air Vehicles
  • Bilal Mubdir + 1 more

  • Research Article
  • 10.1177/17568293251357265
Experimental and theoretical study of gravity-driven falling plates
  • Jul 1, 2025
  • International Journal of Micro Air Vehicles
  • Leonardo Saenz + 3 more

  • Research Article
  • 10.1177/17568293251363587
Methods for stabilizing the longitudinal dynamics of a biomimetic robotic hummingbird in hovering flight
  • Jul 1, 2025
  • International Journal of Micro Air Vehicles
  • David Coleman + 1 more

  • Research Article
  • 10.1177/17568293251361078
System identification of a thrust-vectoring, coaxial-rotor-based gun-launched micro air vehicle in hovering flight
  • Jul 1, 2025
  • International Journal of Micro Air Vehicles
  • Hunter Denton + 2 more

  • Research Article
  • 10.1177/17568293251357277
Optimization of fuselage arm cross-section on the aerodynamic performance of quadcopter Unmanned Aerial Vehicles: An experimental investigation
  • Jul 1, 2025
  • International Journal of Micro Air Vehicles
  • Liu Jizhou + 4 more

  • Research Article
  • 10.1177/17568293251356945
Design of UAV flexible landing control system based on model reference adaptive control
  • Jul 1, 2025
  • International Journal of Micro Air Vehicles
  • Chun-Yi Lin + 2 more

  • Research Article
  • 10.1177/17568293251347013
Mini-UAV structure optimization for efficient thermal soaring
  • Jun 1, 2025
  • International Journal of Micro Air Vehicles
  • Romain Jan + 2 more

  • Research Article
  • 10.1177/17568293251348206
Experimental study on the aerodynamic optimization design of flexible wings for tailless flapping wing micro air vehicles
  • Jun 1, 2025
  • International Journal of Micro Air Vehicles
  • Jianghao Wu + 6 more

  • Research Article
  • 10.1177/17568293251350056
Impact of surface roughness on quasi-steady in-ground effect for hover-capable aerial vehicles
  • Jun 1, 2025
  • International Journal of Micro Air Vehicles
  • Cheng G Kou + 2 more

  • Research Article
  • 10.1177/17568293251340100
Improved moving horizon estimation for ultra-wideband localization on small drones
  • Jun 1, 2025
  • International Journal of Micro Air Vehicles
  • Sven Pfeiffer + 2 more

Save Icon
Up Arrow
Open/Close
  • Ask R Discovery Star icon
  • Chat PDF Star icon

AI summaries and top papers from 250M+ research sources.

Search IconWhat is the difference between bacteria and viruses?
Open In New Tab Icon
Search IconWhat is the function of the immune system?
Open In New Tab Icon
Search IconCan diabetes be passed down from one generation to the next?
Open In New Tab Icon