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仿人機(jī)器人頭部設(shè)計(jì)與目標(biāo)跟蹤運(yùn)動(dòng)控制
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國家自然科學(xué)基金項(xiàng)目(51605474)


Design of Humanoid Robot Head and Motion Control for Object Tracking
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    摘要:

    針對(duì)仿人機(jī)器人視覺目標(biāo)跟蹤任務(wù)需求,設(shè)計(jì)了一種高精度、靈巧型仿人機(jī)器人頭部系統(tǒng),構(gòu)建了視覺感知模塊與3自由度機(jī)械臂運(yùn)動(dòng)機(jī)構(gòu)。利用虛擬連桿方法對(duì)仿人機(jī)器人頭部進(jìn)行運(yùn)動(dòng)學(xué)建模,將目標(biāo)跟蹤問題轉(zhuǎn)換為機(jī)械臂的運(yùn)動(dòng)學(xué)逆解問題,通過計(jì)算機(jī)構(gòu)可操作度與條件數(shù),顯示機(jī)器人頭部對(duì)目標(biāo)跟蹤任務(wù)具有良好的運(yùn)動(dòng)學(xué)靈活性。在此基礎(chǔ)上,基于梯度投影法建立了目標(biāo)跟蹤運(yùn)動(dòng)學(xué)逆解與規(guī)避關(guān)節(jié)極限位置的同步優(yōu)化算式,并針對(duì)視覺測量系統(tǒng)帶寬較窄、容易造成較大跟蹤誤差的問題,提出了在兩次視覺測量間隔內(nèi)用軌跡預(yù)測的方法獲得目標(biāo)位置的估計(jì)值,以提高跟蹤精度。仿真與實(shí)驗(yàn)結(jié)果表明,在測量盲區(qū)內(nèi)采用軌跡預(yù)測方法,可將跟蹤精度提高約80%,實(shí)現(xiàn)高精度目標(biāo)跟蹤。所提出的仿人機(jī)器人頭部及控制方法,對(duì)動(dòng)態(tài)目標(biāo)具有良好的跟蹤性能。

    Abstract:

    According to the need for visual target tracking task of the humanoid robot, a new kind of humanoid robot head with high precision and good dexterity was put forward, and the visual perception module and the three degree of freedom robot mechanism were constructed. In order to evaluate the motion ability of humanoid robot head for the target tracking task,the kinematics model of the robot head was established by using the virtual link method, which made the problem of object tracking transform to the problem of inverse kinematics. And the kinematics characteristics was studied by the calculation of condition number and manipulability, which showed that the dexterity of the humanoid robot head was good for the tracking task. Based on this, by using gradient projection method, the synchronization optimization solution was obtained for the inverse kinematics and the avoidance of joint limits. Because of the complexity of image processing, the speed of the visual measurement system was generally slow, and the bandwidth was usually only about 10Hz. Therefore, the target position can not be updated in the measurement blind area between the two measuring points, which led to great tracking error. According to this problem, a prediction method of trajectory in the two visual measurement interval to estimate the target position was proposed. The simulation and experimental results showed that the tracking accuracy can be improved by about 80% by using the trajectory prediction method in the blind area of vision measurement, and the high precision target tracking can be realized. The humanoid robot head and motion control method proposed had good tracking performance for dynamic target.

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宛敏紅,周維佳,劉玉旺.仿人機(jī)器人頭部設(shè)計(jì)與目標(biāo)跟蹤運(yùn)動(dòng)控制[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2017,48(10):401-407. WAN Minhong, ZHOU Weijia, LIU Yuwang. Design of Humanoid Robot Head and Motion Control for Object Tracking[J]. Transactions of the Chinese Society for Agricultural Machinery,2017,48(10):401-407.

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  • 收稿日期:2017-07-05
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  • 在線發(fā)布日期: 2017-10-10
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