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Experimental Investigation of Acoustic Signatures in Hovering Flapping-Wing Micro Air Vehicle | AIAA Journal


Experimental Investigation of Acoustic Signatures in Hovering Flapping-Wing Micro Air Vehicle | AIAA Journal

The pronounced noise of flapping-wing micro air vehicles (FWMAVs) critically limits their operational stealth. Although previous studies have investigated fundamental aeroacoustic principles of flapping wings, the oversimplified kinematic models and deformation characteristics in existing research has failed to explain the complex noise generation mechanisms in operational FWMAVs. Critical knowledge gaps persist regarding the spatial-temporal noise signatures and the acoustic impact of key design parameters, hindering noise reduction strategies. This experimental study explores the spatial and frequency acoustic signatures of a biologically inspired hummingbird-style FWMAV in its hovering state. The results indicated that both the FWMAV and its wing exhibit distinct dipole acoustic patterns, with flapping-wing, rather than transmission, mechanisms dominating the primary noise sources. Sound directivity analysis reveals maximum sound pressure levels at lateral azimuths in the horizontal plane, while spectral decomposition identifies that aerodynamic loading, transmission resonance, and membrane flutter/vortex shedding dominate the low-, mid-, and high-frequency regimes, respectively. Synchronized measurements between wing motion and FWMAV's noise identify wing pitching motion as the primary noise generation phase. Finally, parametric studies demonstrated that large-span, low-frequency wing design, and proper membrane material selection are helpful for noise reduction at equivalent lift outputs. These findings provide theoretical foundations and engineering guidelines for FWMAV noise control.

[1] Dickinson M. H., Lehmann F.-O. and Sane S. P., "Wing Rotation and the Aerodynamic Basis of Insect Flight," Science, Vol. 284, No. 5422, 1999, pp. 1954-1960. https://doi.org/10.1126/science.284.5422.1954 CrossrefGoogle Scholar

[2] Sun M. and Tang J., "Unsteady Aerodynamic Force Generation by a Model Fruit Fly Wing in Flapping Motion," Journal of Experimental Biology, Vol. 205, No. 1, 2002, pp. 55-70. https://doi.org/10.1242/jeb.205.1.55 CrossrefGoogle Scholar

[3] Birch J. M. and Dickinson M. H., "The Influence of Wing-Wake Interactions on the Production of Aerodynamic Forces in Flapping Flight," Journal of Experimental Biology, Vol. 206, No. 13, 2003, pp. 2257-2272. https://doi.org/10.1242/jeb.00381 CrossrefGoogle Scholar

[4] Liu L. G., Du G. and Sun M., "Aerodynamic-Force Production Mechanisms in Hovering Mosquitoes," Journal of Fluid Mechanics, Vol. 898, 2020, p. A19. https://doi.org/10.1017/jfm.2020.386 Google Scholar

[5] Keennon M., Klingebiel K. and Won H., "Development of the Nano Hummingbird: A Tailless Flapping Wing Micro Air Vehicle," 50th AIAA Aerospace Sciences Meeting, AIAA Paper 2012-0588, 2012. https://doi.org/10.2514/6.2012-588 Google Scholar

[6] Karasek M., Muijres F. T., De Wagter C., Remes B. D. W. and De Croon G. C. H. E., "A Tailless Aerial Robotic Flapper Reveals That Flies Use Torque Coupling in Rapid Banked Turns," Science, Vol. 361, No. 6407, 2018, pp. 1089-1094. https://doi.org/10.1126/science.aat0350 CrossrefGoogle Scholar

[7] Phan H. V. and Park H. C., "Mechanisms of Collision Recovery in Flying Beetles and Flapping-Wing Robots," Science, Vol. 370, No. 6521, 2020, pp. 1214-1219. https://doi.org/10.1126/science.abd3285 CrossrefGoogle Scholar

[8] Chen L., Zhang Y., Chen Z., Jun X. U. and Wu J., "Topology Optimization in Lightweight Design of a 3D-Printed Flapping-Wing Micro Aerial Vehicle," Chinese Journal of Aeronautics, Vol. 33, No. 12, 2020, pp. 3206-3219. https://doi.org/10.1016/j.cja.2020.04.013 CrossrefGoogle Scholar

[9] Lu Z., Debiasi M., Nguyen Q. V. and Chan W. L., "Bioinspired Low-Noise Wing Design for a Two-Winged Flapping-Wing Micro Air Vehicle," AIAA Journal, Vol. 56, No. 12, 2018, pp. 4697-4705. https://doi.org/10.2514/1.J056293 LinkGoogle Scholar

[10] Geng B., Xue Q., Zheng X., Liu G., Ren Y. and Dong H., "The Effect of Wing Flexibility on Sound Generation of Flapping Wings," Bioinspiration & Biomimetics, Vol. 13, No. 1, 2017, Paper 016010. https://doi.org/10.1088/1748-3190/aa8447 CrossrefGoogle Scholar

[11] Hightower B. J., Wijnings P. W. A., Scholte R., Ingersoll R., Chin D. D., Nguyen J., Shorr D. and Lentink D., "How Oscillating Aerodynamic Forces Explain the Timbre of the Hummingbird's Hum and Other Animals in Flapping Flight," Elife, Vol. 10, 2021. https://doi.org/10.7554/eLife.63107.sa2 Google Scholar

[12] Bae Y. and Moon Y. J., "Aerodynamic Sound Generation of Flapping Wing," Journal of the Acoustical Society of America, Vol. 124, No. 1, 2008, pp. 72-81. https://doi.org/10.1121/1.2932340 CrossrefGoogle Scholar

[13] Moon Y. J., "Sound of Fluids at Low Mach Numbers," European Journal of Mechanics B-Fluids, Vol. 40, 2013, pp. 50-63. https://doi.org/10.1016/j.euromechflu.2013.02.002 CrossrefGoogle Scholar

[14] Wang L. and Tian F. B., "Numerical Study of Sound Generation by Three-Dimensional Flexible Flapping Wings During Hovering Flight," Journal of Fluids and Structures, Vol. 99, 2020, Paper 103165. https://doi.org/10.1016/j.jfluidstructs.2020.103165 Google Scholar

[15] Wang L. and Tian F. B., "Numerical Study of Flexible Flapping Wings with an Immersed Boundary Method: Fluid-Structure-Acoustics Interaction," Journal of Fluids and Structures, Vol. 90, 2019, pp. 396-409. https://doi.org/10.1016/j.jfluidstructs.2019.07.003 CrossrefGoogle Scholar

[16] Ji X., Jin B. R., Huang Q., Wang L., Ravi S., Young J., Lai J. C. S. and Tian F. B., "The Evolution of Vortices Determines the Aeroacoustics Generated by a Hovering Wing," Journal of Fluid Mechanics, Vol. 1000, 2024, p. A70. https://doi.org/10.1017/jfm.2024.1065 Google Scholar

[17] Geng B., Zheng X., Xue Q., Liu G. and Dong H., "A Numerical Study of the Sound and Force Production of Flexible Insect Wings," Fluids, Vol. 3, No. 4, 2018, p. 87. https://doi.org/10.3390/fluids3040087 CrossrefGoogle Scholar

[18] Widdup A., Wang L. and Tian F. B., "Numerical Study of the Sound Generated by Two Tandem Arranged Wings in Forward Flight," Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Vol. 235, No. 2, 2021, pp. 265-279. https://doi.org/10.1177/0954406220924460 Google Scholar

[19] Nedunchezian K., Kang C. and Aono H., "Effects of Flapping Wing Kinematics on the Aeroacoustics of Hovering Flight," Journal of Sound and Vibration, Vol. 442, 2019, pp. 366-383. https://doi.org/10.1016/j.jsv.2018.11.014 CrossrefGoogle Scholar

[20] Sueur J., Tuck E. J. and Robert D., "Sound Radiation Around a Flying Fly," Journal of the Acoustical Society of America, Vol. 118, No. 1, 2005, pp. 530-538. https://doi.org/10.1121/1.1932227 Google Scholar

[21] Seo J.-H., Hedrick T. L. and Mittal R., "Mosquitoes Buzz and Fruit Flies Don't -- A Comparative Aeroacoustic Analysis of Wing-Tone Generation," Bioinspiration & Biomimetics, Vol. 16, No. 4, 2021, Paper 046019. https://doi.org/10.1088/1748-3190/ac0120 CrossrefGoogle Scholar

[22] Seo J.-H., Hedrick T. L. and Mittal R., "Mechanism and Scaling of Wing Tone Generation in Mosquitoes," Bioinspiration & Biomimetics, Vol. 15, No. 1, 2019, Paper 016008. https://doi.org/10.1088/1748-3190/ab54fc CrossrefGoogle Scholar

[23] Debiasi M., Lu Z., Nguyen Q. and Chan W. L., "Low-Noise Flapping Wings with Tensed Membrane," AIAA Journal, Vol. 58, No. 6, 2020, pp. 2388-2397. https://doi.org/10.2514/1.J058900 LinkGoogle Scholar

[24] Wu J., Cheng C., Zhang Y., Tang P., Zhou C., Cao H. and Chen L., "Design of a Hover-Capable Flapping Wing Micro Air Vehicle with the Abdomen-Wing Coupled Control," 2025, Paper 103807. https://doi.org/10.1016/j.cja.2025.103807 Google Scholar

[25] Kinsler L. E., Frey A. R., Coppens A. B. and Sanders J. V., Fundamentals of Acoustics, 4th ed., Wiley, New York, 2000, pp. 302-327. Google Scholar

[26] Pierce A. D., Acoustics: An Introduction to Its Physical Principles and Applications, McGraw-Hill, New York, 1989, pp. 61-106. Google Scholar

[27] Dowling A. P. and Ffowcs Williams J. E., Sound and Sources of Sound, Ellis Horwood, Chichester, U.K., 1983, pp. 11-33. Google Scholar

[28] De Clercq K. M. E., De Kat R., Remes B., Van Oudheusden B. W. and Bijl H., "Flow Visualization and Force Measurements on a Hovering Flapping-Wing MAV "DelFly II," 39th AIAA Fluid Dynamics Conference, AIAA Paper 2009-4035, 2009. https://doi.org/10.2514/6.2009-4035 LinkGoogle Scholar

[29] Rege A. A., Dennis B. and Subbarao K., "Force Production by Wing Flapping: The Role of Stroke Angle of Attack and Local Reynolds Number," 33rd AIAA Applied Aerodynamics Conference, AIAA Paper 2015-2415, 2015. https://doi.org/10.2514/6.2015-2415 LinkGoogle Scholar

[30] Weis-Fogh T., "Quick Estimates of Flight Fitness in Hovering Animals, Including Novel Mechanisms for Lift Production," Journal of Experimental Biology, Vol. 59, No. 1, 1973, pp. 169-230. https://doi.org/10.1242/jeb.59.1.169 CrossrefGoogle Scholar

[31] Cheng X. and Sun M., "Revisiting the Clap-and-Fling Mechanism in Small Wasp Encarsia Formosa Using Quantitative Measurements of the Wing Motion," Physics of Fluids, Vol. 31, No. 10, 2019, Paper 101903. https://doi.org/10.1063/1.5121183 CrossrefGoogle Scholar

[32] Inada Y., Aono H., Liu H. and Aoyama T., "Numerical Analysis of Sound Generation of Insect Flapping Wings.pdf," Theoretical and Applied Mechanics Japan, Vol. 57, pp. 437-447. https://doi.org/10.11345/nctam.57.437 Google Scholar

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