RI: Small: Collaborative Research: Vision-guided Control of Robust Perching: From Biological to Robotic Flyers
RI: Small: Collaborative Research: Vision-guided Control of Robust Perching: From Biological to Robotic Flyers
批准号:
1815519
负责人:
Bo Cheng
金额:
$25.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-08-15 至 2021-07-31
中文摘要
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英文摘要
In a blink of our eyes, a fly can perch upside-down on a ceiling by executing a sequence of well-coordinated maneuvers triggered and controlled by a brain no bigger than a pinhead. This project aims to unravel how the robust intelligence of this process emerges from a synergistic combination of computational and mechanical processes, and how can they be translated to robotic flyers through an integrated biological and robotic investigation. Small robotic flyers suffer universally from high energy consumption and low aerodynamic efficiency. Robust perching will significantly extend small robotic flyer's functioning time and expand their applications such as environmental and disaster monitoring, aerial surveillance, and search and rescue. The project will also introduce biological and robotic locomotion principles to students and the public through visually appealing insect flights and robotic perching experiments, creating an ideal educational framework for STEM students of all ages. For small flyers, animals and robots alike, orchestrating a successful perching in dynamic and uncertain environments is one of the most challenging aerobatic feats. To land safely, a flyer has to solve a distance-velocity-attitude sensing and control problem with limited computational resources and under stringent time constraints. This project will first use targeted insect experiments with artificially-manipulated visual cues to reveal the computational processes that coordinate different maneuvers of perching in blue bottle flies, and how the computation takes into account dynamic physical environments and mechanical processes. Guided by the results from the biological perching, this project will accomplish robust robotic perching on stationary or moving surfaces using a centimeter-scale quadcopter. This will be achieved by developing computationally-efficient vision algorithms to extract essential visual information to control the robot's velocity and orientation prior to touchdown so that the robot can firmly attach to the desired surfaces with biomimetic compliant legs.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(4)
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DOI:
10.1088/1748-3190/aaeb13
发表时间:
2018-11
期刊:
Bioinspiration & Biomimetics
影响因子:
3.4
作者:
[Haijie Zhang;Bo Cheng;Jianguo Zhao]
通讯作者:
Haijie Zhang;Bo Cheng;Jianguo Zhao
Bio-inspired Inverted Landing Strategy in a Small Aerial Robot Using Policy Gradient
使用策略梯度的小型空中机器人的仿生倒转着陆策略
DOI:
10.1109/iros45743.2020.9341732
发表时间:
2020
期刊:
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS
影响因子:
--
作者:
[Liu, Pan, Geng, Junyi, Li, Yixian, Cao, Yanran, Bayiz, Yagiz E., Langelaan, Jack W., Cheng, Bo]
通讯作者:
Cheng, Bo
Compliant Bistable Grippers Enable Passive Perching for Micro Aerial Vehicles
兼容的双稳态夹具可实现微型飞行器的被动栖息
DOI:
10.1109/tmech.2020.3037303
发表时间:
2020
期刊:
IEEE/ASME Transactions on Mechatronics
影响因子:
--
作者:
[Zhang, Haijie, Lerner, Elisha, Cheng, Bo, Zhao, Jianguo]
通讯作者:
Zhao, Jianguo
DOI:
10.1126/sciadv.aax1877
发表时间:
2019-10-01
期刊:
SCIENCE ADVANCES
影响因子:
13.6
作者:
[Liu, Pan, Sane, Sanjay P., Cheng, Bo]
通讯作者:
Cheng, Bo
Collaborative Research: Omnidirectional Perching on Dynamic Surfaces: Emergence of Robust Behaviors from Joint Learning of Embodied and Motor Control
-
批准号:2230320
-
项目类别:Standard Grant
-
资助金额:$70.0万
-
财政年份:2023
-
负责人:Bo Cheng
-
依托单位:
CPS: Medium: Collaborative Research: Towards optimal robot locomotion in fluids through physics-informed learning with distributed sensing
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批准号:1932130
-
项目类别:Standard Grant
-
资助金额:$55.0万
-
财政年份:2020
-
负责人:Bo Cheng
-
依托单位:
CAREER: Towards Integrated Understanding and Informed Mimicry of Insect Flight Mechanics and Control with Application to Micro Air Vehicles
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批准号:1554429
-
项目类别:Standard Grant
-
资助金额:$50.0万
-
财政年份:2016
-
负责人:Bo Cheng
-
依托单位:
国内基金
海外基金
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