Development of Autonomous Aero-Robot and Its Application to Safety and Disaster Prevention
Development of Autonomous Aero-Robot and Its Application to Safety and Disaster Prevention
批准号:
12359002
负责人:
INOUE Koichi
金额:
$21.89万
依托单位:
依托单位国家:
日本
项目类别:
Grant-in-Aid for Scientific Research (A)
财政年份:
2000
资助国家:
日本
项目状态:
已结题
起止时间:
2000 至 2002
中文摘要
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英文摘要
The objective of this research is to develop a complete autonomous aero-robot, which can support various activities in an occasion of disaster such as large earthquakes, fires, and volcanic eruption.In the first year, not only the basic design and development of the hardware of the aero-robot but also development of the flight simulator were carried out. GPS-INS hybrid navigation system, which is necessary for advanced flight control systems, was developed and the error of the position is reduced to only 2 cm. Moreover methods to design robust control system against various kinds of uncertainties by use of neural networks were proposed. For a control interface, voice command system was developed and evaluated. Then the difference between novice operators and skilled operators became clear as a result of analysis of the flight data.In the second year, the hardware of aero-robot was improved for advanced flight control systems, and we made success in autonomous flight by use of controllers by use of neural networks or adaptive controller, and it is shown that controllers designed by the proposed methods are much superior to the conventional flight controllers. Moreover, the voice command system was also improved so that it can be used in noisy environment with enough stability, then the command system became much more useful in practical applications.In the third year, systems, which were useful in information gathering at disaster site, were developed. Because web based datagram delivery is adopted, the developed system to gather and deliver aerial video and photograph is much easier to use and much cheaper than before and flight experiments showed its effectiveness. Moreover a method to make 3D terrain map by use of a stereo camera and GPS-INS hybrid navigation system together is developed and it is shown that the 3D map is very accurate and has enough resolution for investigation at disaster site and so on.
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Hiroaki Nakanishi and Koichi Inoue: "Training method of robust controllers against stochastic disturbances"Proceedings of the 2001 International Joint Conference on Neural Network. (2001)
Hiroaki Nakanishi 和 Koichi Inoue:“针对随机扰动的鲁棒控制器的训练方法”2001 年国际神经网络联合会议论文集。
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Hiroaki Nakanishi: "Development of Autonomous Flight Control Systems for Unmanned Helicopter by Use of Neural Networks"Proceedings of the 2002 International Joint Conference on Neural Network, World Congress on Computational. (2002)
Hiroaki Nakanishi:“利用神经网络开发无人驾驶直升机的自主飞行控制系统”2002 年世界计算大会神经网络国际联合会议论文集。
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Hiroaki Nakanishi: "Autonomous Flight Control Systems for Unmanned Helicopter Using Neural Networks"Proceedings of SICE Annual Conference 2002 in OSAKA. 817-822 (2002)
Hiroaki Nakanishi:“使用神经网络的无人驾驶直升机的自主飞行控制系统”2002 年大阪 SICE 年会论文集。
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Hiroaki Nakanishi: "Development of Command and Control Systems for UAVs"Proceedings of American Helicopter Society International Forum 57. (2001)
Hiroaki Nakanishi:“无人机指挥和控制系统的开发”美国直升机协会国际论坛论文集 57。(2001)
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中西 弘明: "自律型エアロロボットの飛行制御へのニューラルネットワークの応用"第28回知能システムシンポジウム資料. 203-208 (2001)
Hiroaki Nakanishi:“神经网络在自主航空机器人飞行控制中的应用”第 28 届智能系统研讨会材料 203-208(2001 年)。
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