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Towards Robust-Safe Control of Multi...
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Modasiya, Agam,
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Towards Robust-Safe Control of Multi-Rotor UAVs /
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Towards Robust-Safe Control of Multi-Rotor UAVs // Agam Modasiya.
作者:
Modasiya, Agam,
面頁冊數:
1 electronic resource (71 pages)
附註:
Source: Masters Abstracts International, Volume: 85-11.
Contained By:
Masters Abstracts International85-11.
標題:
Mechanical engineering. -
電子資源:
https://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=31142217
ISBN:
9798382759364
Towards Robust-Safe Control of Multi-Rotor UAVs /
Modasiya, Agam,
Towards Robust-Safe Control of Multi-Rotor UAVs /
Agam Modasiya. - 1 electronic resource (71 pages)
Source: Masters Abstracts International, Volume: 85-11.
Unmanned Aerial Vehicles (UAVs) are heavily used in domains ranging from military applications to commercial and civilian use. With their increase in integration into numerous sectors, robust and safe controls of UAVs become critical. This dissertation presents a control algorithm to estimate the non-linear dynamics of a system for robust control of different multi-copters in uncertain conditions using model-free control (MFC). In addition, to maintain the flight envelope and perform safe maneuvers, a reference governor is used. By testing MFC (iPID) in simulations and real-life tests on a classical quad-copter and Vertical Takeoff and Landing (VTOL) drone, we show iPID reduces the position tracking error in high wind situations while stabilizing the drone close to the given set-point and eliminates oscillation when compared to classical PID. For safe controls, a reference governor is used as a constraining controller. Reference Governor is applied to ensure safe maneuvers by limiting the tilt angles of the drone by modifying the position set-point to the controller. The reference governor was shown to have effectively constrained the tilt angles within given limits.
English
ISBN: 9798382759364Subjects--Topical Terms:
649730
Mechanical engineering.
Subjects--Index Terms:
Model-free control
Towards Robust-Safe Control of Multi-Rotor UAVs /
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Unmanned Aerial Vehicles (UAVs) are heavily used in domains ranging from military applications to commercial and civilian use. With their increase in integration into numerous sectors, robust and safe controls of UAVs become critical. This dissertation presents a control algorithm to estimate the non-linear dynamics of a system for robust control of different multi-copters in uncertain conditions using model-free control (MFC). In addition, to maintain the flight envelope and perform safe maneuvers, a reference governor is used. By testing MFC (iPID) in simulations and real-life tests on a classical quad-copter and Vertical Takeoff and Landing (VTOL) drone, we show iPID reduces the position tracking error in high wind situations while stabilizing the drone close to the given set-point and eliminates oscillation when compared to classical PID. For safe controls, a reference governor is used as a constraining controller. Reference Governor is applied to ensure safe maneuvers by limiting the tilt angles of the drone by modifying the position set-point to the controller. The reference governor was shown to have effectively constrained the tilt angles within given limits.
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