Quad-wing FWMAV with thrust vector yaw steering

Bo Li , Qingyu Wang , Tianhao Yu , Yingxin Chen , Yu Bin , Bingyu Sun , Xia Huang , Jun Ding , Shaojie Gu , Zebing Mao , Yuki Funabora , Yanhong Peng

Biomimetic Intelligence and Robotics ›› 2026, Vol. 6 ›› Issue (3) : 100327

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Biomimetic Intelligence and Robotics ›› 2026, Vol. 6 ›› Issue (3) :100327 DOI: 10.1016/j.birob.2026.100327
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Quad-wing FWMAV with thrust vector yaw steering
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Abstract

Flapping-wing micro aerial vehicles (FWMAVs) offer compelling advantages for navigating confined and cluttered environments due to their low weight, agility, and bioinspired locomotion. This study introduces a novel quad-wing FWMAV architecture integrating a spatial dual-crank rocker mechanism that enables active thrust-vector-based yaw steering via independently driven rear wings, eliminating reliance on drag-inducing surfaces. The platform also incorporates a lightweight digital shadow system for real-time telemetry, state visualization, and autonomous feedback control without dependence on external tracking infrastructure. Three variants were fabricated and tested: a baseline model (QF-Base), an endurance-optimized model (QF-L), and a digital shadow-enabled model (QF-DS). Experimental evaluations demonstrate superior yaw maneuverability, altitude retention during turns, and extended endurance — up to 16 min 13 s with payload — while digital shadow integration enables autonomous monitoring in GPS-denied scenarios. The results establish a new framework for energy-efficient, sensor-integrated FWMAVs, addressing key limitations in current platforms and advancing the capabilities of next-generation bioinspired aerial robotics.

Keywords

Aerial robotics / Thrust vectoring / Flapping-wing micro aerial vehicle / FWMAV

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Bo Li, Qingyu Wang, Tianhao Yu, Yingxin Chen, Yu Bin, Bingyu Sun, Xia Huang, Jun Ding, Shaojie Gu, Zebing Mao, Yuki Funabora, Yanhong Peng. Quad-wing FWMAV with thrust vector yaw steering. Biomimetic Intelligence and Robotics, 2026, 6 (3) : 100327 DOI:10.1016/j.birob.2026.100327

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