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2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)最新文献

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Hand-eye calibration for robotic assisted minimally invasive surgery without a calibration object 无标定对象的机器人辅助微创手术手眼标定
Pub Date : 2016-12-01 DOI: 10.1109/IROS.2016.7759387
Krittin Pachtrachai, M. Allan, V. Pawar, S. Hailes, D. Stoyanov
In a robot mounted camera arrangement, hand-eye calibration estimates the rigid relationship between the robot and camera coordinate frames. Most hand-eye calibration techniques use a calibration object to estimate the relative transformation of the camera in several views of the calibration object and link these to the forward kinematics of the robot to compute the hand-eye transformation. Such approaches achieve good accuracy for general use but for applications such as robotic assisted minimally invasive surgery, acquiring a calibration sequence multiple times during a procedure is not practical. In this paper, we present a new approach to tackle the problem by using the robotic surgical instruments as the calibration object with well known geometry from CAD models used for manufacturing. Our approach removes the requirement of a custom sterile calibration object to be used in the operating room and it simplifies the process of acquiring calibration data when the laparoscope is constrained to move around a remote centre of motion. This is the first demonstration of the feasibility to perform hand-eye calibration using components of the robotic system itself and we show promising validation results on synthetic data as well as data acquired with the da Vinci Research Kit.
在机器人安装摄像机的情况下,手眼标定是对机器人与摄像机坐标系之间的刚性关系进行估计。大多数手眼标定技术使用一个标定对象来估计摄像机在标定对象的几个视图中的相对变换,并将其与机器人的正运动学联系起来计算手眼变换。这种方法在一般应用中具有良好的准确性,但对于机器人辅助微创手术等应用,在手术过程中多次获取校准序列是不切实际的。在本文中,我们提出了一种新的方法来解决这个问题,即使用机器人手术器械作为校准对象,并从用于制造的CAD模型中获得众所周知的几何形状。我们的方法消除了在手术室中使用定制无菌校准对象的要求,并且简化了腹腔镜在远程运动中心周围移动时获取校准数据的过程。这是第一次演示使用机器人系统本身的组件进行手眼校准的可行性,我们在合成数据和达芬奇研究工具包获得的数据上展示了有希望的验证结果。
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引用次数: 39
A new trajectory generation framework in robotic table tennis 一个新的机器人乒乓球运动轨迹生成框架
Pub Date : 2016-12-01 DOI: 10.1109/IROS.2016.7759552
Okan Koç, Guilherme J. Maeda, Jan Peters
In highly dynamic tasks that involve moving targets, planning is necessary to figure out when, where and how to intercept the target. In robotic table tennis in particular, motion planning can be very challenging due to time constraints, dimension of the search space and modelling uncertainties. To simplify the problem, conventional planning algorithms often rely on a fixed virtual hitting plane to construct robot striking trajectories. These algorithms however generate restrictive strokes and can result in unnatural strategies when compared with human playing. In this paper, we introduce a new trajectory generation framework for robotic table tennis. We use a free-time optimal control approach to construct a novel planning algorithm that does not involve a fixed hitting plane. Furthermore, we estimate the parameters of our prediction models using human demonstrations. The resulting trajectories have lower accelerations while the joint constraints are enforced at all times. Our algorithm returns the balls with a higher probability to the opponent's court in our realistic simulation environment when compared with a virtual hitting plane based method.
在涉及移动目标的高度动态任务中,规划是必要的,以便弄清楚何时、何地以及如何拦截目标。特别是在机器人乒乓球中,由于时间限制,搜索空间的维度和建模的不确定性,运动规划可能非常具有挑战性。为了简化问题,传统的规划算法往往依赖于一个固定的虚拟打击平面来构建机器人的打击轨迹。然而,这些算法会产生限制性的击球,与人类比赛相比,可能会导致不自然的策略。本文介绍了一种新的机器人乒乓球运动轨迹生成框架。利用空闲时间最优控制方法构造了一种不涉及固定撞击平面的规划算法。此外,我们使用人类演示来估计我们的预测模型的参数。当关节约束始终被强制执行时,得到的轨迹具有较低的加速度。与基于虚拟击球平面的方法相比,我们的算法在真实的模拟环境中以更高的概率将球返回到对手的场地。
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引用次数: 5
A dynamic non-energy-storing guidance constraint with motion redirection for robot-assisted surgery 基于运动重定向的机器人辅助手术动态非储能制导约束
Pub Date : 2016-12-01 DOI: 10.1109/IROS.2016.7759634
Nima Enayati, Eva C. Alves Costa, G. Ferrigno, E. Momi
Haptically enabled hands-on or tele-operated surgical robotic systems provide a unique opportunity to integrate pre- and intra-operative information into physical actions through active constraints (also known as virtual fixtures). In many surgical procedures, including cardiac interventions, where physiological motion complicates tissue manipulation, dynamic active constraints can improve the performance of the intervention in terms of safety and accuracy. The non-energy-storing class of dynamic guidance constraints attempt to assist the clinician in following a reference path, while guaranteeing that the control system will not generate undesired motion due to stored potential energy. An important aspect that has not received much attention from the researchers is that while these methods help increase the performance, they should by no means distract the user systematically. In this paper, a viscosity-based dynamic guidance constraint is introduced that continuously redirects the tool's motion towards the reference path. The proportionality and continuity of generated forces make the method less distracting and subjectively appealing. The performance is validated and compared with two existing non-energy-storing methods through extensive experimentation.
触觉操作或远程操作的外科机器人系统提供了一个独特的机会,通过主动约束(也称为虚拟固定装置)将术前和术中信息集成到物理动作中。在许多外科手术中,包括心脏介入手术,其中生理运动使组织操作复杂化,动态主动约束可以在安全性和准确性方面提高干预的性能。非储能类的动态引导约束试图帮助临床医生遵循参考路径,同时保证控制系统不会由于存储的势能而产生不希望的运动。研究人员没有注意到的一个重要方面是,虽然这些方法有助于提高性能,但它们绝不应该系统地分散用户的注意力。本文引入了一种基于粘度的动态导向约束,该约束可以不断地将刀具的运动重定向到参考路径上。产生的力量的比例性和连续性使这种方法不那么分散注意力,在主观上很有吸引力。通过大量的实验,验证了该方法的性能,并与现有的两种非储能方法进行了比较。
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引用次数: 8
New kinematic multi-section model for catheter contact force estimation and steering 导管接触力估计和转向的新运动学多截面模型
Pub Date : 2016-12-01 DOI: 10.1109/IROS.2016.7759333
Junghwan Back, L. Lindenroth, R. Karim, K. Althoefer, K. Rhode, Hongbin Liu
Contact force play is a significant role in success of the cardiac ablation. However, it is still challenging to estimate contact force when a catheter is under large bending and multiple contacts. This paper develops a new multi-section static model of the tendon-driven catheters for both real-time intrinsic force sensing and interaction control. The model allows estimating the catheter shape by the external force at arbitrary location. Also, an algorithm is developed for the contact force estimation using the shape estimation with the catheter end-position tracking and tension feedback. In this study, we validated the contact force and shape estimation using a robotic platform, which steers a catheter consisting of 4 tendons with tension feedback. The shape estimation results show that the model can accurately predict the catheter shape; the position difference between measured and estimated was 2.5mm. The results of the contact force estimation show that 3-dimensional contact forces can be estimated accurately using the proposed method. The magnitude of contact force error was 0.0117N with 350Hz update rate.
接触力对心脏消融的成功起着重要的作用。然而,当导管处于大弯曲和多次接触时,接触力的估计仍然具有挑战性。本文建立了一种新的肌腱驱动导尿管的多截面静态模型,用于实时内力传感和交互控制。该模型可以通过任意位置的外力来估计导管的形状。同时,提出了一种基于导管末端位置跟踪和张力反馈的形状估计接触力估计算法。在这项研究中,我们使用机器人平台验证了接触力和形状估计,该平台通过张力反馈来操纵由4根肌腱组成的导管。形状估计结果表明,该模型能准确预测导管形状;实测值与估计值的位置差为2.5mm。接触力估计结果表明,该方法可以准确地估计三维接触力。在350Hz更新速率下,接触力误差量级为0.0117N。
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引用次数: 26
Task-relevant grasp selection: A joint solution to planning grasps and manipulative motion trajectories 任务相关抓取选择:规划抓取和操作运动轨迹的联合解决方案
Pub Date : 2016-12-01 DOI: 10.1109/IROS.2016.7759158
E. AmirM.Ghalamzan, Nikos Mavrakis, Marek Kopicki, R. Stolkin, A. Leonardis
This paper addresses the problem of jointly planning both grasps and subsequent manipulative actions. Previously, these two problems have typically been studied in isolation, however joint reasoning is essential to enable robots to complete real manipulative tasks. In this paper, the two problems are addressed jointly and a solution that takes both into consideration is proposed. To do so, a manipulation capability index is defined, which is a function of both the task execution waypoints and the object grasping contact points. We build on recent state-of-the-art grasp-learning methods, to show how this index can be combined with a likelihood function computed by a probabilistic model of grasp selection, enabling the planning of grasps which have a high likelihood of being stable, but which also maximise the robot's capability to deliver a desired post-grasp task trajectory. We also show how this paradigm can be extended, from a single arm and hand, to enable efficient grasping and manipulation with a bi-manual robot. We demonstrate the effectiveness of the approach using experiments on a simulated as well as a real robot.
本文讨论了抓取和后续操作动作的联合规划问题。以前,这两个问题通常是单独研究的,但是联合推理对于使机器人完成真正的操作任务至关重要。本文对这两个问题进行了综合研究,并提出了一种综合考虑的解决方案。为此,定义了一个操作能力索引,它是任务执行路径点和对象抓取接触点的函数。我们以最新的最先进的抓取学习方法为基础,展示了该指数如何与抓取选择的概率模型计算的似然函数相结合,从而能够规划具有高稳定可能性的抓取,但也最大限度地提高了机器人提供所需抓取后任务轨迹的能力。我们还展示了如何将这种范例从单臂和手扩展到双手机器人的有效抓取和操作。我们通过模拟和真实机器人的实验证明了该方法的有效性。
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引用次数: 29
The role of morphological computation of the goat hoof in slip reduction 山羊蹄的形态计算在减少滑动中的作用
Pub Date : 2016-12-01 DOI: 10.1109/IROS.2016.7759823
Sara-Adela Abad, Nantachai Sornkarn, D. Nanayakkara
The remarkable ability of goats to maintain stability during climbing cliffs or trees provides a valuable opportunity to understand some of the secrets of stable legged locomotion on unstructured terrains. This paper, for the first time, presents analytical and experimental explanations as to how the morphological computation at the goat hoof makes a significant contribution to slip reduction on both smooth and rough surfaces. We conducted experiments using a laboratory made hoof and compared its dynamic behavior against a rounded foot. We recorded forces and position of the hoof to analyze the effect of its shape and the individual contributions from 3-joints in the hoof on the work required to slip. Results state that the work required to move the hoof is more than 3 times that required to move a rounded foot. Additionally, the variables in the transient state are affected not only by the number and type of joints but also by the interaction with the environment. These findings promote the development of new types of feet for robots for all terrain conditions with greater stability and less control complexity.
山羊在攀爬悬崖或树木时保持稳定的非凡能力为我们了解在非结构化地形上稳定的腿部运动的一些秘密提供了宝贵的机会。本文首次通过分析和实验解释了山羊蹄的形态计算如何在光滑和粗糙表面上对减少滑动做出重要贡献。我们使用实验室制造的羊蹄进行了实验,并将其动态行为与圆蹄进行了比较。我们记录了蹄的力和位置,以分析蹄的形状和蹄的 3 个关节对打滑所需功耗的影响。结果表明,移动蹄子所需的功是移动圆蹄所需功的 3 倍多。此外,瞬态变量不仅受到关节数量和类型的影响,还受到与环境相互作用的影响。这些发现促进了新型机器人脚的开发,使其在所有地形条件下都具有更高的稳定性和更低的控制复杂性。
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引用次数: 18
Motor channelling for safe and effective dynamic constraints in Minimally Invasive Surgery 运动通道在微创手术中安全有效的动态约束
Pub Date : 2016-12-01 DOI: 10.1109/IROS.2016.7759635
M. Grammatikopoulou, K. Leibrandt, Guang-Zhong Yang
Motor channelling is a concept to provide navigation and sensory feedback to operators in master-slave surgical setups. It is beneficial since the introduction of robotic surgery creates a physical separation between the surgeon and patient anatomy. Active Constraints/Virtual Fixtures are proposed which integrate Guidance and Forbidden Region Constraints into a unified control framework. The developed approach provides guidance and safe manipulation to improve precision and reduce the risk of inadvertent tissue damage. Online three-degree-of-freedom motion prediction and compensation of the target anatomy is performed to complement the master constraints. The presented Active Constraints concept is applied to two clinical scenarios; surface scanning for in situ medical imaging and vessel manipulation in cardiac surgery. The proposed motor channelling control strategy is implemented on the da Vinci Surgical System using the da Vinci Research Kit (dVRK) and its effectiveness is demonstrated through a detailed user study.
运动通道是一个概念,提供导航和感官反馈,以操作者在主从手术设置。这是有益的,因为机器人手术的引入创造了外科医生和病人解剖之间的物理分离。提出了主动约束/虚拟夹具,将导引约束和禁区约束集成到统一的控制框架中。开发的方法提供了指导和安全操作,以提高精度和减少无意中组织损伤的风险。对目标解剖结构进行在线三自由度运动预测和补偿,以补充主约束。提出的主动约束概念应用于两种临床场景;表面扫描在心脏手术中的原位医学成像和血管操作。提出的电机通道控制策略使用达芬奇研究工具包(dVRK)在达芬奇手术系统上实现,并通过详细的用户研究证明了其有效性。
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引用次数: 5
Backstepping trajectory tracking control for a spherical rolling robot 球面滚动机器人的反步轨迹跟踪控制
Pub Date : 2016-11-28 DOI: 10.1109/IROS.2016.7759070
Yang Bai, M. Svinin, Motoji Yamamoto
This paper deals with a trajectory tracking problem for the ball-pendulum system, a spherical rolling robot driven by a two degree of freedom pendulum. The backstepping technique is applied and first tested on the hoop-pendulum system, a planar case of the ball-pendulum. By mimicking the backstepping process of the planar case, a feedback controller for the ball-pendulum system is then proposed, tracking motion trajectories for both the position and orientation of the spherical shell of the rolling robot. The validity of the constructed tracking controller is demonstrated by establishing the asymptotic stability of the error dynamics for the closed-loop system. The performance of the controller is verified under simulations for tracking linear and circular motions.
研究了由二自由度摆驱动的球形滚动机器人球摆系统的轨迹跟踪问题。将退步技术应用于球摆平面情况下的圈摆系统,并进行了首次试验。通过模拟平面情况下的退步过程,提出了球摆系统的反馈控制器,对滚动机器人球壳的位置和方向进行运动轨迹跟踪。通过建立闭环系统误差动力学的渐近稳定性,验证了所构建跟踪控制器的有效性。通过仿真验证了该控制器对直线运动和圆周运动的跟踪性能。
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引用次数: 8
Mechatronic design of a robotic manipulator for Unmanned Aerial Vehicles 无人机机械臂的机电一体化设计
Pub Date : 2016-11-28 DOI: 10.1109/IROS.2016.7759711
M. Fumagalli, S. Stramigioli, R. Carloni
The paper focuses on the mechatronic design of a robotic manipulator that is meant to be mounted on an Unmanned Aerial Vehicle (UAV) and to be used in industrial applications, for both aerial inspection by contact and aerial manipulation. The combination of an UAV and the robotic manipulator realizes the aerial manipulator. The robotic manipulator is designed to be versatile so that the aerial manipulator can perform both trajectory tracking in free flight and physical interaction. Moreover, the robotic manipulator can be mounted on commercially available UAVs a modular way without interfering with the existing onboard control architecture. Experimental test are validating the overall mechatronic design.
本文重点研究了安装在无人机(UAV)上并用于工业应用的机器人机械手的机电一体化设计,用于空中接触检测和空中操纵。将无人机与机器人机械臂相结合,实现了空中机械臂。该机械臂具有通用性,既能进行自由飞行轨迹跟踪,又能进行物理交互。此外,机器人操纵臂可以以模块化的方式安装在商用无人机上,而不会干扰现有的机载控制架构。实验验证了整体机电一体化设计。
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引用次数: 18
Cat-inspired mechanical design of self-adaptive toes for a legged robot 受猫启发的有腿机器人自适应脚趾机械设计
Pub Date : 2016-11-28 DOI: 10.1109/IROS.2016.7759378
Huaxin Liu, Qiang Huang, Weimin Zhang, Xuechao Chen, Zhangguo Yu, Libo Meng, Lei Bao, A. Ming, Yan Huang, K. Hashimoto, A. Takanishi
Cats have protractible claws to fold their tips to keep them sharp. They protract claws while hunting and pawing on slippery surfaces. Protracted claws by tendons and muscles of toes can help cats anchoring themselves steady while their locomotion trends to slip and releasing the hold while they retract claws intentionally. This research proposes a kind of modularized self-adaptive toe mechanism inspired by cat claws to improve the extremities' contact performance for legged robot. The mechanism is constructed with four-bar linkage actuated by contact reaction force and retracted by applied spring tension. A feasible mechanical design based on several essential parameters is introduced and an integrated Sole-Toe prototype is built for experimental evaluation. Mechanical self-adaption and actual contact performance on specific surface have been evaluated respectively on a biped walking platform and a bench-top mechanical testing.
猫有可伸的爪子,可以折叠它们的尖端以保持锋利。它们在捕猎时伸出爪子,在光滑的表面上抓爪子。通过脚趾的肌腱和肌肉来延长爪子可以帮助猫在运动时稳定地固定自己,并且在它们故意缩回爪子时释放爪子。本研究提出一种受猫爪启发的模块化自适应脚趾机构,以改善腿式机器人四肢的接触性能。该机构由接触反力驱动的四杆机构构成,并通过施加弹簧张力收缩。介绍了一种基于几个基本参数的可行的机械设计方案,并建立了一个集成的鞋底-脚趾原型进行了实验评估。分别在双足行走平台和台架上进行了机械自适应和特定表面的实际接触性能评价。
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引用次数: 4
期刊
2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
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