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一种基于局部灰度匹配的无人机图像拼接算法 被引量:9
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作者 王斌 王伟锋 《中国石油大学学报(自然科学版)》 EI CAS CSCD 北大核心 2009年第2期169-173,共5页
结合无人机图像的特点,开发了一种基于局部灰度匹配的图像拼接算法。根据无人机的飞行数据,对无人机图像进行预处理,缩小了特征点的搜索范围。然后利用图像的局部灰度算法,对提取的角特征点进行快速匹配。最后在运行速度以及特征点的匹... 结合无人机图像的特点,开发了一种基于局部灰度匹配的图像拼接算法。根据无人机的飞行数据,对无人机图像进行预处理,缩小了特征点的搜索范围。然后利用图像的局部灰度算法,对提取的角特征点进行快速匹配。最后在运行速度以及特征点的匹配准确率等方面对算法进行了评价。试验结果表明,该算法较大幅度地提高了程序的运行速度,能够达到无人机图像处理的实时性的要求。该算法对无人机图像的工业化处理有帮助。 展开更多
关键词 图像拼接 局部灰度匹配算法 无人控制机 特征提取
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基于分数阶植被归一化系数的表层土壤湿度分析模型 被引量:3
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作者 王斌 王伟锋 窦惠芳 《安徽农业科学》 CAS 北大核心 2009年第9期4330-4332,共3页
土壤湿度是水文学、气象学以及农业科学研究领域的一个重要参数。主要验证了在可见光与近红外波段预测土壤湿度的可能性。在经典的植被归一化系数公式的基础上,提出了新的分数阶植被归一化系数公式,通过试验验证可以提高土壤湿度与归一... 土壤湿度是水文学、气象学以及农业科学研究领域的一个重要参数。主要验证了在可见光与近红外波段预测土壤湿度的可能性。在经典的植被归一化系数公式的基础上,提出了新的分数阶植被归一化系数公式,通过试验验证可以提高土壤湿度与归一化系数的相关系数值,为将来使用无人控制机精确地预测局部范围内的土壤湿度提供了理论基础。 展开更多
关键词 土壤湿度 无人控制机 植被归一化系数
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Integrated design of brushless motor drive and control system for robot joints 被引量:5
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作者 MO Shuai LI Xu +4 位作者 YANG Zhen-ning ZHOU Chang-peng GAO Han-jun CEN Guo-jian HUANG Yun-sheng 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第12期3818-3828,共11页
To meet the requirements of high performance, low cost, and easy operation of the robot, a brushless motor drive and control system for the robot joint is designed, including CAN bus, WPF upper host computer developme... To meet the requirements of high performance, low cost, and easy operation of the robot, a brushless motor drive and control system for the robot joint is designed, including CAN bus, WPF upper host computer development, and magnetic encoders, and other sensors, in which the STM32 F103 chip is used as the main control chip, and the DRV8323 is a brushless motor drive chip. The principle of field-oriented control(FOC) brushless motor drive is elaborated.Meanwhile, the drive and control system design is completed from both hardware and software aspects. Finally, the PID algorithm is used for the closed-loop speed test of the robot joint. The experimental result shows that the designed robot joints and control system run smoothly and reliably, have the characteristics of modularization and miniaturization, and are suitable for the control of micro-service robots and manipulators. 展开更多
关键词 robot joint brushless motor control system upper computer
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A new robust fuzzy method for unmanned flying vehicle control 被引量:5
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作者 Mojtaba Mirzaei Mohammad Eghtesad Mohammad Mahdi Alishahi 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第6期2166-2182,共17页
A new general robust fuzzy approach was presented to control the position and the attitude of unmanned flying vehicles(UFVs). Control of these vehicles was challenging due to their nonlinear underactuated behaviors. T... A new general robust fuzzy approach was presented to control the position and the attitude of unmanned flying vehicles(UFVs). Control of these vehicles was challenging due to their nonlinear underactuated behaviors. The proposed control system combined great advantages of generalized indirect adaptive sliding mode control(IASMC) and fuzzy control for the UFVs. An on-line adaptive tuning algorithm based on Lyapunov function and Barbalat lemma was designed, thus the stability of the system can be guaranteed. The chattering phenomenon in the sliding mode control was reduced and the steady error was also alleviated. The numerical results, for an underactuated quadcopter and a high speed underwater vehicle as case studies, indicate that the presented adaptive design of fuzzy sliding mode controller performs robustly in the presence of sensor noise and external disturbances. In addition, online unknown parameter estimation of the UFVs, such as ground effect and planing force especially in the cases with the Gaussian sensor noise with zero mean and standard deviation of 0.5 m and 0.1 rad and external disturbances with amplitude of 0.1 m/s2 and frequency of 0.2 Hz, is one of the advantages of this method. These estimated parameters are then used in the controller to improve the trajectory tracking performance. 展开更多
关键词 adaptive fuzzy sliding-mode control unmanned flying vehicle control underactuated system Lyapunov stability high speed underwater vehicle
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An adaptive backstepping sliding mode method for flight attitude of quadrotor UAVs 被引量:17
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作者 JIANG Xue-ying SU Cheng-li +3 位作者 XU Ya-peng LIU Kai SHI Hui-yuan LI Ping 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第3期616-631,共16页
To overcome nonlinear and 6-DOF(degrees of freedom)under-actuated problems for the attitude and position of quadrotor UAVs,an adaptive backstepping sliding mode method for flight attitude of quadrotor UAVs is proposed... To overcome nonlinear and 6-DOF(degrees of freedom)under-actuated problems for the attitude and position of quadrotor UAVs,an adaptive backstepping sliding mode method for flight attitude of quadrotor UAVs is proposed,in which an adaptive law is designed to online estimate the parameter variations and the upper bound of external disturbances and the assessments is utilized to compensate the backstepping sliding mode control.In addition,the tracking error of the design method is shown to asymptotically converge to zero by using Lyapunov theory.Finally,based on the numerical simulation of quadrotor UAVs using the setting parameters,the results show that the proposed control approach can stabilize the attitude and has hover flight capabilities under the parameter perturbations and external disturbances. 展开更多
关键词 quadrotor UAVs adaptive backstepping sliding mode adaptive law tracking error
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