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Main Authors: Gu, Weibin, Feng, Chenrui, Liu, Lian, Yang, Chen, Jiao, Xingchi, Ding, Yuhe, Shi, Xiaofei, Gao, Chao, Rizzo, Alessandro, Zhou, Guyue
Format: Preprint
Published: 2026
Subjects:
Online Access:https://arxiv.org/abs/2602.06811
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author Gu, Weibin
Feng, Chenrui
Liu, Lian
Yang, Chen
Jiao, Xingchi
Ding, Yuhe
Shi, Xiaofei
Gao, Chao
Rizzo, Alessandro
Zhou, Guyue
author_facet Gu, Weibin
Feng, Chenrui
Liu, Lian
Yang, Chen
Jiao, Xingchi
Ding, Yuhe
Shi, Xiaofei
Gao, Chao
Rizzo, Alessandro
Zhou, Guyue
contents The flight of biological butterflies represents a unique aerodynamic regime where high-amplitude, low-frequency wingstrokes induce significant body undulations and inertial fluctuations. While existing tailless flapping-wing micro air vehicles typically employ high-frequency kinematics to minimize such perturbations, the lepidopteran flight envelope remains a challenging and underexplored frontier for autonomous robotics. Here, we present \textit{AirPulse}, a 26-gram butterfly-inspired robot that achieves the first onboard, closed-loop controlled flight for a tailless two-winged platform at this scale. It replicates key biomechanical traits of butterfly flight, utilizing low-aspect-ratio, compliant carbon-fiber-reinforced wings and low-frequency flapping that reproduces characteristic biological body undulations. Leveraging a quantitative mapping of control effectiveness, we introduce a hierarchical control architecture featuring state estimator, attitude controller, and central pattern generator with Stroke Timing Asymmetry Rhythm (STAR), which translates attitude control demands into smooth and stable wingstroke timing and angle-offset modulations. Free-flight experiments demonstrate stable climbing and directed turning maneuvers, proving that autonomous locomotion is achievable even within oscillatory dynamical regimes. By bridging biological morphology with a minimalist control architecture, \textit{AirPulse} serves as both a hardware-validated model for decoding butterfly flight dynamics and a prototype for a new class of collision-resilient aerial robots. Its lightweight and compliant structure offers a non-invasive solution for a wide range of applications, such as ecological monitoring and confined-space inspection, where traditional drones may fall short.
format Preprint
id arxiv_https___arxiv_org_abs_2602_06811
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle A 26-Gram Butterfly-Inspired Robot Achieving Autonomous Tailless Flight
Gu, Weibin
Feng, Chenrui
Liu, Lian
Yang, Chen
Jiao, Xingchi
Ding, Yuhe
Shi, Xiaofei
Gao, Chao
Rizzo, Alessandro
Zhou, Guyue
Robotics
The flight of biological butterflies represents a unique aerodynamic regime where high-amplitude, low-frequency wingstrokes induce significant body undulations and inertial fluctuations. While existing tailless flapping-wing micro air vehicles typically employ high-frequency kinematics to minimize such perturbations, the lepidopteran flight envelope remains a challenging and underexplored frontier for autonomous robotics. Here, we present \textit{AirPulse}, a 26-gram butterfly-inspired robot that achieves the first onboard, closed-loop controlled flight for a tailless two-winged platform at this scale. It replicates key biomechanical traits of butterfly flight, utilizing low-aspect-ratio, compliant carbon-fiber-reinforced wings and low-frequency flapping that reproduces characteristic biological body undulations. Leveraging a quantitative mapping of control effectiveness, we introduce a hierarchical control architecture featuring state estimator, attitude controller, and central pattern generator with Stroke Timing Asymmetry Rhythm (STAR), which translates attitude control demands into smooth and stable wingstroke timing and angle-offset modulations. Free-flight experiments demonstrate stable climbing and directed turning maneuvers, proving that autonomous locomotion is achievable even within oscillatory dynamical regimes. By bridging biological morphology with a minimalist control architecture, \textit{AirPulse} serves as both a hardware-validated model for decoding butterfly flight dynamics and a prototype for a new class of collision-resilient aerial robots. Its lightweight and compliant structure offers a non-invasive solution for a wide range of applications, such as ecological monitoring and confined-space inspection, where traditional drones may fall short.
title A 26-Gram Butterfly-Inspired Robot Achieving Autonomous Tailless Flight
topic Robotics
url https://arxiv.org/abs/2602.06811