首页 > 最新文献

2008 IEEE International Conference on Robotics and Biomimetics最新文献

英文 中文
A control allocation approach for energetic swarm control of wheeled mobile robots 轮式移动机器人能量群控制的控制分配方法
Pub Date : 2009-06-10 DOI: 10.1109/ACC.2009.5160668
R. Pedrami, W. Sivaram, J. Baxter, B. Gordon
In this paper, an energetic swarm controller is developed that controls the swarm temperature, swarm centre position, and swarm potential energy. A sliding control approach is combined with a control allocation process to solve the overactuated control problem. The control allocation problem is solved using nonlinear programming software which allows the optimization problem to be solved with input saturation constraints. Furthermore, a low level trajectory controller based on dynamic feedback linearization is developed in order to improve the trajectory tracking performance of the individual swarm members. Application to a group of wheeled mobile robots is used to demonstrate the approach. Together, these results allow energetic swarm controllers to be implemented on wheeled mobile robot (WMR) systems with uncertainty and input saturation constraints.
本文提出了一种能控群集温度、群集中心位置和群集势能的高能群集控制器。将滑动控制方法与控制分配过程相结合,解决了过驱动控制问题。利用非线性规划软件求解控制分配问题,使得优化问题可以在输入饱和约束下求解。在此基础上,提出了一种基于动态反馈线性化的低阶轨迹控制器,以提高个体群成员的轨迹跟踪性能。以一组轮式移动机器人为例,对该方法进行了验证。总之,这些结果允许在具有不确定性和输入饱和约束的轮式移动机器人(WMR)系统上实现能量群控制器。
{"title":"A control allocation approach for energetic swarm control of wheeled mobile robots","authors":"R. Pedrami, W. Sivaram, J. Baxter, B. Gordon","doi":"10.1109/ACC.2009.5160668","DOIUrl":"https://doi.org/10.1109/ACC.2009.5160668","url":null,"abstract":"In this paper, an energetic swarm controller is developed that controls the swarm temperature, swarm centre position, and swarm potential energy. A sliding control approach is combined with a control allocation process to solve the overactuated control problem. The control allocation problem is solved using nonlinear programming software which allows the optimization problem to be solved with input saturation constraints. Furthermore, a low level trajectory controller based on dynamic feedback linearization is developed in order to improve the trajectory tracking performance of the individual swarm members. Application to a group of wheeled mobile robots is used to demonstrate the approach. Together, these results allow energetic swarm controllers to be implemented on wheeled mobile robot (WMR) systems with uncertainty and input saturation constraints.","PeriodicalId":321332,"journal":{"name":"2008 IEEE International Conference on Robotics and Biomimetics","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127894908","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Soft tissue traversal with zero net force: Feasibility study of a biologically inspired design based on reciprocal motion 零净力的软组织穿越:基于互反运动的生物启发设计的可行性研究
Pub Date : 2009-05-26 DOI: 10.1109/ROBIO.2009.4912983
T. Parittotokkaporn, L. Frasson, A. Schneider, S. Huq, B. Davies, P. Degenaar, Julian Biesenack, Ferdinando M. Rodriguez y Baena
This paper builds on previous work on the biologically inspired microtexturing of next-generation neurosurgical probes [3]. It reports on the outcome of a feasibility study, where a biomimetic robotic actuator was used to demonstrate effective soft tissue traversal (i.e. motion along the surface of a soft tissue) through the reciprocating motion of custombuilt anisotropic surface textures, without the need to apply an external force to push the tissue along the surface and while causing minimum tissue damage. The protocol applied to characterize the interaction between the samples and the different tissues was considered, including parameters such as texture size and geometry, normal load, frictional forces and reciprocating speed and acceleration. A number of microtextured samples, with features including every combination of two teeth geometries (triangular and fin-like) and three tooth sizes (500µm, 100µm and 50µm tooth height), were manufactured and mounted onto a custom-built reciprocating mechanism. First, a variety of soft tissue specimens was tested to qualify the sample/tissue interaction behavior. Subsequently, a comparative study on agarose gel and gelatin was performed to investigate the motion characteristics and resulting tissue damage on brainlike material and to explore what conditions are needed to achieve forward motion.
这篇论文建立在之前关于下一代神经外科探针的生物学启发微纹理的工作基础上[3]。它报告了一项可行性研究的结果,其中使用仿生机器人执行器通过定制的各向异性表面纹理的往复运动来演示有效的软组织遍历(即沿着软组织表面运动),而不需要施加外力来推动组织沿着表面运动,同时造成最小的组织损伤。考虑了用于表征样品与不同组织之间相互作用的协议,包括纹理大小和几何形状、法向载荷、摩擦力、往复速度和加速度等参数。制作了许多微纹理样品,包括两种牙齿几何形状(三角形和鳍状)和三种牙齿尺寸(500 μ m, 100 μ m和50 μ m齿高)的每种组合,并安装在定制的往复机构上。首先,对多种软组织样品进行了测试,以确定样品/组织相互作用行为。随后,我们对琼脂糖凝胶和明胶进行了对比研究,研究了类脑材料的运动特性及其对组织的损伤,并探讨了实现向前运动所需的条件。
{"title":"Soft tissue traversal with zero net force: Feasibility study of a biologically inspired design based on reciprocal motion","authors":"T. Parittotokkaporn, L. Frasson, A. Schneider, S. Huq, B. Davies, P. Degenaar, Julian Biesenack, Ferdinando M. Rodriguez y Baena","doi":"10.1109/ROBIO.2009.4912983","DOIUrl":"https://doi.org/10.1109/ROBIO.2009.4912983","url":null,"abstract":"This paper builds on previous work on the biologically inspired microtexturing of next-generation neurosurgical probes [3]. It reports on the outcome of a feasibility study, where a biomimetic robotic actuator was used to demonstrate effective soft tissue traversal (i.e. motion along the surface of a soft tissue) through the reciprocating motion of custombuilt anisotropic surface textures, without the need to apply an external force to push the tissue along the surface and while causing minimum tissue damage. The protocol applied to characterize the interaction between the samples and the different tissues was considered, including parameters such as texture size and geometry, normal load, frictional forces and reciprocating speed and acceleration. A number of microtextured samples, with features including every combination of two teeth geometries (triangular and fin-like) and three tooth sizes (500µm, 100µm and 50µm tooth height), were manufactured and mounted onto a custom-built reciprocating mechanism. First, a variety of soft tissue specimens was tested to qualify the sample/tissue interaction behavior. Subsequently, a comparative study on agarose gel and gelatin was performed to investigate the motion characteristics and resulting tissue damage on brainlike material and to explore what conditions are needed to achieve forward motion.","PeriodicalId":321332,"journal":{"name":"2008 IEEE International Conference on Robotics and Biomimetics","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115165181","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 24
Robot catching with high manipulability grasp configuration using vision 具有高操纵性的机器人抓握结构
Pub Date : 2009-05-26 DOI: 10.1109/ROBIO.2009.4913120
T. Yamawaki, Shiro Asano, H. Miyashita, M. Yashima
The present paper proposes the strategy for a robotic hand to catch a free-flying object with a high manipulability grasp configuration. Several researchers have succeeded in catching the free-frying object by the robotic hand. However, these researches focus on only the catching and do not discuss the grasp configuration after the catching. It is important to consider not only the stable catching but also the following manipulation after the catching as seen in a juggling and a baton twirling. We propose the strategy that enables the robotic hand to catch the object with a high manipulability grasp configuration and verify the proposed strategy experimentally by using the newly developed three-fingered hand.
提出了一种具有高操纵性抓握结构的机械臂抓取自由飞行物体的策略。几位研究人员已经成功地用机械手抓住了这个自由燃烧的物体。然而,这些研究只关注捕获过程,并没有讨论捕获后的抓握结构。重要的是不仅要考虑稳定的接球,还要考虑接球后的后续操作,就像在杂耍和指挥棒旋转中看到的那样。提出了一种使机械手能够以高可操控性抓取构型抓取物体的策略,并利用新开发的三指手进行了实验验证。
{"title":"Robot catching with high manipulability grasp configuration using vision","authors":"T. Yamawaki, Shiro Asano, H. Miyashita, M. Yashima","doi":"10.1109/ROBIO.2009.4913120","DOIUrl":"https://doi.org/10.1109/ROBIO.2009.4913120","url":null,"abstract":"The present paper proposes the strategy for a robotic hand to catch a free-flying object with a high manipulability grasp configuration. Several researchers have succeeded in catching the free-frying object by the robotic hand. However, these researches focus on only the catching and do not discuss the grasp configuration after the catching. It is important to consider not only the stable catching but also the following manipulation after the catching as seen in a juggling and a baton twirling. We propose the strategy that enables the robotic hand to catch the object with a high manipulability grasp configuration and verify the proposed strategy experimentally by using the newly developed three-fingered hand.","PeriodicalId":321332,"journal":{"name":"2008 IEEE International Conference on Robotics and Biomimetics","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116943320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Neural preprocessing of auditory-wind sensory signals and modular neural control for auditory- and wind-evoked escape responses of walking machines 听觉-风感觉信号的神经预处理及行走机器听觉-风诱发逃逸反应的模块化神经控制
Pub Date : 2009-05-26 DOI: 10.1109/ROBIO.2009.4913100
P. Manoonpong, F. Wörgötter, F. Pasemann
The flying crickets Teleogryllus oceanicus have sound sensitive organs to elicit an “acoustic startle response”. Another kind of the startle response is also evident in the cockroaches Periplaneta and the crickets Gryllus bimaculatus where they use their cercal filiform hairs (wind sensitive hairs) to trigger so called “wind-evoked escape behavior”. Similarly, in this paper a setup is described where an auditory-wind detector sensor and a neural preprocessing system together with a modular neural controller are used to simulate such animal behaviors in an abstract form on a six-legged walking machine. The neural preprocessing network acts as a low-pass filter and sensory shaping unit. In addition, the modular neural controller then generates the desired responses such that the machine performs a fast movement away from abrupt, intense, and unexpected auditory and/or wind stimulus in a physical environment.
飞蟋蟀有声音敏感的器官,可以引起“声惊反应”。另一种惊吓反应在蟑螂Periplaneta和蟋蟀Gryllus bimaculatus身上也很明显,它们用它们的颈丝状毛(风敏感毛)来触发所谓的“风诱发逃跑行为”。同样,本文描述了一种设置,其中使用听觉风检测器传感器和神经预处理系统以及模块化神经控制器来模拟六腿行走机器上抽象形式的动物行为。神经预处理网络作为低通滤波器和感官整形单元。此外,模块化神经控制器然后产生所需的响应,使机器在物理环境中执行快速运动,远离突然,强烈和意外的听觉和/或风刺激。
{"title":"Neural preprocessing of auditory-wind sensory signals and modular neural control for auditory- and wind-evoked escape responses of walking machines","authors":"P. Manoonpong, F. Wörgötter, F. Pasemann","doi":"10.1109/ROBIO.2009.4913100","DOIUrl":"https://doi.org/10.1109/ROBIO.2009.4913100","url":null,"abstract":"The flying crickets Teleogryllus oceanicus have sound sensitive organs to elicit an “acoustic startle response”. Another kind of the startle response is also evident in the cockroaches Periplaneta and the crickets Gryllus bimaculatus where they use their cercal filiform hairs (wind sensitive hairs) to trigger so called “wind-evoked escape behavior”. Similarly, in this paper a setup is described where an auditory-wind detector sensor and a neural preprocessing system together with a modular neural controller are used to simulate such animal behaviors in an abstract form on a six-legged walking machine. The neural preprocessing network acts as a low-pass filter and sensory shaping unit. In addition, the modular neural controller then generates the desired responses such that the machine performs a fast movement away from abrupt, intense, and unexpected auditory and/or wind stimulus in a physical environment.","PeriodicalId":321332,"journal":{"name":"2008 IEEE International Conference on Robotics and Biomimetics","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122022095","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Octopus-inspired grasp-synergies for continuum manipulators 章鱼启发的抓握协同作用连续统操纵器
Pub Date : 2009-05-26 DOI: 10.1109/ROBIO.2009.4913126
William McMahan, I. Walker
Human operation of continuum “continuous-backbone” manipulators remains difficult, because of both the complex kinematics of these manipulators and the need to coordinate their many degrees of freedom. We present a novel synergy-based approach for operator interfaces, by introducing a series of octopus-arm inspired grasp-synergies. These grasp-synergies automatically coordinate the degrees of freedom of the continuum manipulator, allowing an operator to perform kinematically complex grasping motions through simple and intuitive joystick inputs. This effectively reduces the complexity of operation and allows the operator to devote more of his attention to higher-level concerns (e.g. goal, environment). We demonstrate the grasp-synergies interface design in both simulation and hardware using the nine degree of freedom Octarm continuum manipulator.
由于连续“连续-骨干”机械臂的复杂运动学特性和对其多个自由度的协调需要,人工操作一直是一个难题。我们提出了一种新的基于协同的操作界面方法,通过引入一系列章鱼臂启发的抓取协同。这些抓取协同作用自动协调连续统机械手的自由度,允许操作员通过简单直观的操纵杆输入执行运动学复杂的抓取运动。这有效地降低了操作的复杂性,并允许操作员将更多的注意力投入到更高层次的关注(例如目标,环境)。我们在仿真和硬件上演示了使用九自由度Octarm连续机械臂的抓取-协同界面设计。
{"title":"Octopus-inspired grasp-synergies for continuum manipulators","authors":"William McMahan, I. Walker","doi":"10.1109/ROBIO.2009.4913126","DOIUrl":"https://doi.org/10.1109/ROBIO.2009.4913126","url":null,"abstract":"Human operation of continuum “continuous-backbone” manipulators remains difficult, because of both the complex kinematics of these manipulators and the need to coordinate their many degrees of freedom. We present a novel synergy-based approach for operator interfaces, by introducing a series of octopus-arm inspired grasp-synergies. These grasp-synergies automatically coordinate the degrees of freedom of the continuum manipulator, allowing an operator to perform kinematically complex grasping motions through simple and intuitive joystick inputs. This effectively reduces the complexity of operation and allows the operator to devote more of his attention to higher-level concerns (e.g. goal, environment). We demonstrate the grasp-synergies interface design in both simulation and hardware using the nine degree of freedom Octarm continuum manipulator.","PeriodicalId":321332,"journal":{"name":"2008 IEEE International Conference on Robotics and Biomimetics","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114831650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 67
Simple method for generating dynamic object map 生成动态对象图的简单方法
Pub Date : 2009-05-26 DOI: 10.1109/ROBIO.2009.4913269
Y. Ishizuka, Y. Mae, K. Ohara, T. Takubo, T. Arai
In the present paper, we propose a simple generation method of a dynamic object map by the person who does not have professional knowledge about sensors. In the method, a user attaches ultrasonic sensors with RF-ID tags to corners of objects. More than 2 sets of receivers can measure their 3D positons. Dynamic object map is generated by the measurements in real time. The method is evaluated by the inexperience users act to build the map according to the simple procedure.
在本文中,我们提出了一种简单的生成动态目标图的方法,由不具备传感器专业知识的人员生成。在这种方法中,用户将带有射频识别标签的超声波传感器附着在物体的角落上。2套以上的接收器可以测量它们的三维位置。通过测量实时生成动态对象图。该方法是由缺乏经验的用户按照简单的程序来构建地图。
{"title":"Simple method for generating dynamic object map","authors":"Y. Ishizuka, Y. Mae, K. Ohara, T. Takubo, T. Arai","doi":"10.1109/ROBIO.2009.4913269","DOIUrl":"https://doi.org/10.1109/ROBIO.2009.4913269","url":null,"abstract":"In the present paper, we propose a simple generation method of a dynamic object map by the person who does not have professional knowledge about sensors. In the method, a user attaches ultrasonic sensors with RF-ID tags to corners of objects. More than 2 sets of receivers can measure their 3D positons. Dynamic object map is generated by the measurements in real time. The method is evaluated by the inexperience users act to build the map according to the simple procedure.","PeriodicalId":321332,"journal":{"name":"2008 IEEE International Conference on Robotics and Biomimetics","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123648768","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of pipe crawling gaits for a snake robot 蛇形机器人管道爬行步态设计
Pub Date : 2009-05-26 DOI: 10.1109/ROBIO.2009.4912970
T. Maneewarn, Boonlert Maneechai
This research aims to study the parameters that contribute to the crawling performance of the snake robot inside an inclined pipe. The shape and motion propagation of the snake robot directly affect the forward crawling speed of the robot inside a pipe. Motion shape code is proposed as the simplified method for describing shape of a modular snake robot. The motion propagation can be created by shifting the code to the adjacent joint. Five different motion shapes were tested on the 12-joints modular snake robot that moved inside a pipe with varied inclined angles. The experimental results showed that the motion shape that has the maximum number of waves along the robot length and the largest basis angle resulted in the fastest forward crawling speed.
本研究旨在研究影响蛇形机器人在倾斜管道内爬行性能的参数。蛇形机器人的形状和运动传播直接影响机器人在管道内的正向爬行速度。提出了运动形状编码作为描述模块化蛇形机器人形状的简化方法。运动传播可以通过将代码移动到相邻关节来创建。在12关节模块化蛇形机器人上测试了五种不同的运动形状,该机器人在不同倾斜角度的管道中移动。实验结果表明,沿机器人长度方向波浪数最大、基角最大的运动形态,其正向爬行速度最快。
{"title":"Design of pipe crawling gaits for a snake robot","authors":"T. Maneewarn, Boonlert Maneechai","doi":"10.1109/ROBIO.2009.4912970","DOIUrl":"https://doi.org/10.1109/ROBIO.2009.4912970","url":null,"abstract":"This research aims to study the parameters that contribute to the crawling performance of the snake robot inside an inclined pipe. The shape and motion propagation of the snake robot directly affect the forward crawling speed of the robot inside a pipe. Motion shape code is proposed as the simplified method for describing shape of a modular snake robot. The motion propagation can be created by shifting the code to the adjacent joint. Five different motion shapes were tested on the 12-joints modular snake robot that moved inside a pipe with varied inclined angles. The experimental results showed that the motion shape that has the maximum number of waves along the robot length and the largest basis angle resulted in the fastest forward crawling speed.","PeriodicalId":321332,"journal":{"name":"2008 IEEE International Conference on Robotics and Biomimetics","volume":"387 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124797386","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
Re-mapping of visual saliency in overt attention: A particle filter approach for robotic systems 显性注意中视觉显著性的重新映射:机器人系统的粒子滤波方法
Pub Date : 2009-05-26 DOI: 10.1109/ROBIO.2009.4913041
M. Begum, F. Karray, G. Mann, R. Gosine
‘Saliency map’, a scalar, two-dimensional representation of visual saliency, is at the center of almost all of the existing models of visual attention. Attention is directed toward the most salient location in the saliency map. The mechanism of ‘inhibition of return’ (IOR) suppresses the saliency of recently attended location and thereby enabling the shifts of attention toward different locations in the saliency map in order of decreasing saliency. This process performs well as longs as the attention is directed covertly. For overt attention with head movements, which is practically the case in robotic applications, the visual saliency as well as the frame of reference in which the IOR is expressed change after every head movement. These pose a set of computational challenges in implementing attention behavior and IOR. This paper argues that the re-mapping of visual saliency and dynamic shift of IOR emerge naturally in a particle filter based framework of visual attention. Experiments on a real camera head validate the arguments.
“显着性图”是视觉显着性的标量二维表示,是几乎所有现有视觉注意模型的核心。注意力被引导到显著性地图上最显著的位置。“回归抑制”(IOR)机制抑制了最近参与地点的显著性,从而使注意力按照显著性递减的顺序向显著性地图上的不同位置转移。只要注意力是隐蔽的,这个过程就会很好地进行。对于头部运动的明显注意力,这实际上是机器人应用中的情况,每次头部运动后,视觉显着性以及IOR表达的参考框架都会发生变化。这给实现注意力行为和IOR带来了一系列计算挑战。本文认为,在基于粒子滤波的视觉注意框架中,视觉显著性的重新映射和IOR的动态移位是自然出现的。在真实摄像机头上的实验验证了这些论点。
{"title":"Re-mapping of visual saliency in overt attention: A particle filter approach for robotic systems","authors":"M. Begum, F. Karray, G. Mann, R. Gosine","doi":"10.1109/ROBIO.2009.4913041","DOIUrl":"https://doi.org/10.1109/ROBIO.2009.4913041","url":null,"abstract":"‘Saliency map’, a scalar, two-dimensional representation of visual saliency, is at the center of almost all of the existing models of visual attention. Attention is directed toward the most salient location in the saliency map. The mechanism of ‘inhibition of return’ (IOR) suppresses the saliency of recently attended location and thereby enabling the shifts of attention toward different locations in the saliency map in order of decreasing saliency. This process performs well as longs as the attention is directed covertly. For overt attention with head movements, which is practically the case in robotic applications, the visual saliency as well as the frame of reference in which the IOR is expressed change after every head movement. These pose a set of computational challenges in implementing attention behavior and IOR. This paper argues that the re-mapping of visual saliency and dynamic shift of IOR emerge naturally in a particle filter based framework of visual attention. Experiments on a real camera head validate the arguments.","PeriodicalId":321332,"journal":{"name":"2008 IEEE International Conference on Robotics and Biomimetics","volume":"185 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123263156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Active motor babbling for sensorimotor learning 感觉运动学习的主动运动牙牙学语
Pub Date : 2009-05-26 DOI: 10.1109/ROBIO.2009.4913101
R. Saegusa, G. Metta, G. Sandini, S. Sakka
For a complex autonomous robotic system such as a humanoid robot, motor-babbling-based sensorimotor learning is considered an effective method to develop an internal model of the self-body and the environment autonomously. In this paper, we propose a method of sensorimotor learning and evaluate it performance in active learning. The proposed model is characterized by a function we call the “confidence”, and is a measure of the reliability of state prediction and control. The confidence for the state can be a good measure to bias the next exploration strategy of data sampling, and to direct its attention to areas in the state domain less reliably predicted and controlled. We consider the confidence function to be a first step toward an active behavior design for autonomous environment adaptation. The approach was experimentally validated using the humanoid robot James.
对于像类人机器人这样的复杂自主机器人系统,基于运动牙牙学的感觉运动学习被认为是一种有效的方法,可以自主地建立自我和环境的内部模型。本文提出了一种感觉运动学习方法,并对其在主动学习中的表现进行了评价。该模型的特征是一个我们称之为“置信度”的函数,它是对状态预测和控制可靠性的度量。对状态的置信度可以很好地衡量数据采样的下一个探索策略,并将其注意力引导到状态域中预测和控制不可靠的区域。我们认为置信度函数是自主环境适应主动行为设计的第一步。采用仿人机器人James对该方法进行了实验验证。
{"title":"Active motor babbling for sensorimotor learning","authors":"R. Saegusa, G. Metta, G. Sandini, S. Sakka","doi":"10.1109/ROBIO.2009.4913101","DOIUrl":"https://doi.org/10.1109/ROBIO.2009.4913101","url":null,"abstract":"For a complex autonomous robotic system such as a humanoid robot, motor-babbling-based sensorimotor learning is considered an effective method to develop an internal model of the self-body and the environment autonomously. In this paper, we propose a method of sensorimotor learning and evaluate it performance in active learning. The proposed model is characterized by a function we call the “confidence”, and is a measure of the reliability of state prediction and control. The confidence for the state can be a good measure to bias the next exploration strategy of data sampling, and to direct its attention to areas in the state domain less reliably predicted and controlled. We consider the confidence function to be a first step toward an active behavior design for autonomous environment adaptation. The approach was experimentally validated using the humanoid robot James.","PeriodicalId":321332,"journal":{"name":"2008 IEEE International Conference on Robotics and Biomimetics","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123299301","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 79
Development of 3D laser scanner for measuring uniform and dense 3D shapes of static objects in dynamic environment. 三维激光扫描仪在动态环境中测量均匀和密集的静态物体三维形状。
Pub Date : 2009-05-26 DOI: 10.1109/ROBIO.2009.4913337
K. Ohno, T. Kawahara, S. Tadokoro
The authors aim at the development of a 3D laser scanner that can measure uniform and dense 3D shape of static objects in dynamic environment. The 3D scanner was composed of a 2D Laser Range Finder (LRF) and Pan-Tilt base. 3D shape is measured by rotating 2D LRF that is tilted around the two axes. The laser point trajectory shows cross scan. Use of cross scan achieved the wide view angular and the uniform 3D scan. The proposed 3D scanner can adjust the measurement area and the density of 3D point clouds by changing the angle and angular velocity of the pan-tilt mechanism. The 3D scanner can decrease 3D measurement time. In addition, this 3D scanner measures same area twice during one 3D scan. Comparing these two measurement distances, the moving object can be detected.
作者的目标是开发一种三维激光扫描仪,可以在动态环境中测量均匀和密集的静态物体的三维形状。三维扫描仪由一个二维激光测距仪(LRF)和一个泛倾斜基座组成。三维形状是通过旋转围绕两个轴倾斜的二维LRF来测量的。激光点轨迹为交叉扫描。利用交叉扫描实现了宽视角和均匀的三维扫描。所提出的三维扫描仪可以通过改变平移机构的角度和角速度来调整三维点云的测量面积和密度。该扫描仪可缩短三维测量时间。此外,该3D扫描仪在一次3D扫描中对同一区域进行两次测量。比较这两个测量距离,可以检测到运动物体。
{"title":"Development of 3D laser scanner for measuring uniform and dense 3D shapes of static objects in dynamic environment.","authors":"K. Ohno, T. Kawahara, S. Tadokoro","doi":"10.1109/ROBIO.2009.4913337","DOIUrl":"https://doi.org/10.1109/ROBIO.2009.4913337","url":null,"abstract":"The authors aim at the development of a 3D laser scanner that can measure uniform and dense 3D shape of static objects in dynamic environment. The 3D scanner was composed of a 2D Laser Range Finder (LRF) and Pan-Tilt base. 3D shape is measured by rotating 2D LRF that is tilted around the two axes. The laser point trajectory shows cross scan. Use of cross scan achieved the wide view angular and the uniform 3D scan. The proposed 3D scanner can adjust the measurement area and the density of 3D point clouds by changing the angle and angular velocity of the pan-tilt mechanism. The 3D scanner can decrease 3D measurement time. In addition, this 3D scanner measures same area twice during one 3D scan. Comparing these two measurement distances, the moving object can be detected.","PeriodicalId":321332,"journal":{"name":"2008 IEEE International Conference on Robotics and Biomimetics","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123985101","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 49
期刊
2008 IEEE International Conference on Robotics and Biomimetics
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1