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2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)最新文献

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Development of an Intelligent Cane for Visually Impaired Human Subjects 为视障人士设计的智能手杖的研制
Pub Date : 2019-10-01 DOI: 10.1109/RO-MAN46459.2019.8956328
Chirayu Asati, N. Meena, M. F. Orlando
People with visual disabilities are often dependent on external assistance which is provided by either humans, trained dogs, or other special electronic devices for decision making but there are certain limitations to these aids. Hence, an intelligent white cane is developed for visually challenged people which makes use of HR-SO4 ultrasonic sensors to detect any obstacle that lies in the range of the the sensor and determine its distance. The ultrasonic sensor has range up to 450 meters so that any object lying within this range can be easily detected and the warning signal is provided using the buzzer which gives beeping signals in order to alert the user for prompt action. Also, an intelligent technique of object detection and classification using the web camera which captures the image and hence classifies it is being used. The classification obtained is in the form of text which is further converted to audio signal using text-to-speech conversion which is implemented in Python using Espeak open source library.
视力有障碍的人经常依靠外界的帮助,如人类、受过训练的狗或其他特殊的电子设备来做决定,但这些帮助也有一定的局限性。因此,为视障人士开发了一种智能白手杖,它利用HR-SO4超声波传感器检测传感器范围内的任何障碍物并确定其距离。超声波传感器的探测范围可达450米,因此在此范围内的任何物体都可以很容易地检测到,并且使用蜂鸣器提供警告信号,蜂鸣器发出哔哔声信号,以提醒用户立即采取行动。此外,一种智能的目标检测和分类技术也正在使用,该技术使用网络摄像头捕获图像并对其进行分类。获得的分类以文本的形式进行,然后使用文本到语音的转换将其进一步转换为音频信号,该转换在Python中使用Espeak开源库实现。
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引用次数: 4
ROS-TiPlEx: How to make experts in A.I. Planning and Robotics talk together and be happy ROS-TiPlEx:如何让人工智能规划和机器人专家一起交谈并快乐
Pub Date : 2019-10-01 DOI: 10.1109/RO-MAN46459.2019.8956417
Carlo La Viola, Andrea Orlandini, A. Umbrico, A. Cesta
This paper presents a novel comprehensive framework called ROS-TiPlEx (Timeline-based Planning and Execution with ROS) to provide a shared environment in which experts in robotics and planning can easily interact to, respectively, encode information about low-level robot control and define task planning and execution models. ROS-TiPlEx aims at facilitating the interaction between both kind of experts, thus, enhancing and possibly speeding up the process of an integrated control design. ROS-TiPlEx is the first tool addressing the connection of ROS and timeline-based planning.
本文提出了一个新的综合框架ROS- tiplex(基于时间线的规划和执行与ROS),以提供一个共享的环境,在这个环境中,机器人和规划专家可以轻松地交互,分别编码关于低级机器人控制的信息,并定义任务规划和执行模型。ROS-TiPlEx旨在促进两种专家之间的互动,从而加强并可能加快集成控制设计的过程。ROS- tiplex是第一个解决ROS和基于时间线的规划之间联系的工具。
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引用次数: 12
Impression Change on Nonverbal Non-Humanoid Robot by Interaction with Humanoid Robot 非语言类人机器人与类人机器人交互作用下的印象变化
Pub Date : 2019-10-01 DOI: 10.1109/RO-MAN46459.2019.8956240
Azumi Ueno, Kotaro Hayashi, I. Mizuuchi
Even if a robot is not designed with a specific impression, if there is a means that can add an impression later to the robot, it will be useful for social robot design, we considered. In particular, anthropomorphism seems to be an important impression of designing social interaction between humans and robots. In the movie, ”STAR WARS,” there is a non-humanoid robot, called R2-D2, which communicates mainly by sounds. A humanoid interpreter robot, called C-3PO, responds to the sound of R2-D2 with natural language and gesture. And the audience finds the personality in R2-D2 richer than the personality which is based on the information which R2-D2’s sounds have. It might be possible to change the impression of a non-humanoid robot emitting simple sounds by communication with a humanoid robot that speaks a natural language and make gestures. We conducted an impression evaluation experiment. In the condition where robots are interacting, the observer evaluated anthropomorphism of the nonhumanoid robot more than in the non-interacting condition. There were also some other impressions that have changed.
我们认为,即使机器人在设计时没有特定的印象,但如果有一种手段可以在以后为机器人添加印象,这将对社交机器人的设计有用。特别是,拟人化似乎是设计人类与机器人之间的社会互动的一个重要印象。在电影《星球大战》中,有一个名为R2-D2的非人形机器人,主要通过声音进行交流。一个名为C-3PO的人形翻译机器人,对R2-D2的声音做出自然语言和手势的反应。观众发现R2-D2的个性比基于R2-D2声音所包含的信息的个性更丰富。通过与能说自然语言并做出手势的类人机器人进行交流,有可能改变发出简单声音的非人形机器人给人的印象。我们进行了一次印象评价实验。在机器人相互作用条件下,观察者对非人形机器人的拟人化评价高于非相互作用条件下。还有其他一些印象也发生了变化。
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引用次数: 5
Proposing Human-Robot Trust Assessment Through Tracking Physical Apprehension Signals in Close-Proximity Human-Robot Collaboration 基于近距离人机协作中物理恐惧信号跟踪的人机信任评估
Pub Date : 2019-10-01 DOI: 10.1109/RO-MAN46459.2019.8956335
Kasper Hald, M. Rehm, T. Moeslund
We propose a method of human-robot trust assessment in close-proximity human-robot collaboration involving body tracking for recognition of physical signs of apprehension. We tested this by performing skeleton tracking on 30 participant while they repeated a shared task with a Sawyer robot while reporting trust between tasks. We tested different robot velocity and environment conditions with an unannounced increase in velocity midway through to provoke a dip trust. Initial analysis show significant effect for the test conditions on participant movements and reported trust as well as linear correlations between tracked signs of apprehension and reported trust.
我们提出了一种近距离人机协作中涉及身体跟踪的人机信任评估方法,用于识别恐惧的物理信号。我们通过对30名参与者进行骨骼跟踪来测试这一点,同时他们与Sawyer机器人重复共享任务,同时报告任务之间的信任。我们测试了不同的机器人速度和环境条件,在中途突然增加速度,以引起信任下降。初步分析表明,测试条件对参与者的动作和报告的信任有显著的影响,以及跟踪的忧虑迹象和报告的信任之间的线性相关性。
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引用次数: 11
Simultaneously Concentrated PSWF-based Synchrosqueezing S-transform and its application to R peak detection in ECG signal 基于集中pswf的同步压缩s变换及其在心电信号R峰检测中的应用
Pub Date : 2019-10-01 DOI: 10.1109/RO-MAN46459.2019.8956391
Neha Singh, Puneesh Deora, P. M. Pradhan
Time-frequency (TF) analysis through well-known TF tool namely S-transform (ST) has been extensively used for QRS detection in Electrocardiogram (ECG) signals. However, Gaussian window-based conventional ST suffers from poor TF resolution due to the fixed scaling criterion and the long taper of the Gaussian window. Many variants of ST using different scaling criteria have been reported in literature for improving the accuracy in the detection of QRS complexes. This paper presents the usefulness of zero-order prolate spheroidal wave function (PSWF) as a window kernel in ST. PSWF has ability to concentrate maximum energy in narrow and finite time and frequency intervals, and provides more flexibility in changing window characteristics. Synchrosqueezing transform is a post processing method that improves the energy concentration in a TFR remarkably. This paper proposes a PSWF-based synchrosqueezing ST for detection of R peaks in ECG signals. The results show that the proposed method accurately detects R peaks with a sensitivity, positive predictivity and accuracy of 99.96 %, 99. 96% and 99. 92% respectively. It also improves upon on existing techniques in terms of the aforementioned metrics and the search back range.
通过著名的时频分析工具s变换(ST)进行时频分析已广泛应用于心电图信号的QRS检测。然而,基于高斯窗的传统ST由于固定的标度准则和高斯窗的较长锥度而导致TF分辨率较差。文献报道了许多使用不同标度标准的ST变体,以提高QRS复合物检测的准确性。本文介绍了零阶球面波函数(PSWF)作为st窗口核的作用。PSWF能够在狭窄和有限的时间和频率区间内集中最大能量,并且在改变窗口特性方面具有更大的灵活性。同步压缩变换是一种显著提高TFR能量集中的后处理方法。本文提出了一种基于pswf的同步压缩ST,用于心电信号R峰的检测。结果表明,该方法能准确地检测出R峰,灵敏度、正预测率和正确率分别为99.96%、99。96%和99。92%。它还在上述指标和搜索返回范围方面改进了现有技术。
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引用次数: 2
Estimating Optimal Placement for a Robot in Social Group Interaction 社会群体互动中机器人最优放置的估计
Pub Date : 2019-10-01 DOI: 10.1109/RO-MAN46459.2019.8956318
Sai Krishna Pathi, Annica Kristoffersson, A. Kiselev, A. Loutfi
In this paper, we present a model to propose an optimal placement for a robot in a social group interaction. Our model estimates the O-space according to the F-formation theory. The method automatically calculates a suitable placement for the robot. An evaluation of the method has been performed by conducting an experiment where participants stand in different formations and a robot is teleoperated to join the group. In one condition, the operator positions the robot according to the specified location given by our algorithm. In another condition, operators have the freedom to position the robot according to their personal choice. Follow-up questionnaires were performed to determine which of the placements were preferred by the participants. The results indicate that the proposed method for automatic placement of the robot is supported from the participants. The contribution of this work resides in a novel method to automatically estimate the best placement of the robot, as well as the results from user experiments to verify the quality of this method. These results suggest that teleoperated robots such as mobile robot telepresence systems could benefit from tools that assist operators in placing the robot in groups in a socially accepted manner.
在本文中,我们提出了一个模型来提出一个机器人在社会群体互动中的最佳位置。我们的模型根据f形成理论估计o空间。该方法自动计算出机器人的合适位置。对该方法的评估是通过实验进行的,参与者站在不同的队形中,并通过远程操作机器人加入小组。在一种情况下,操作者根据我们的算法给出的指定位置定位机器人。在另一种情况下,操作员可以根据自己的个人选择自由地定位机器人。进行了后续问卷调查,以确定参与者更喜欢哪种安置方式。结果表明,所提出的机器人自动定位方法得到了参与者的支持。这项工作的贡献在于一种新的方法来自动估计机器人的最佳位置,以及用户实验的结果来验证该方法的质量。这些结果表明,远程操作机器人,如移动机器人远程呈现系统,可以受益于帮助操作员以社会接受的方式将机器人分组的工具。
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引用次数: 4
Towards situational awareness from robotic group motion 机器人群体运动的态势感知
Pub Date : 2019-10-01 DOI: 10.1109/RO-MAN46459.2019.8956381
Florent Levillain, D. St-Onge, G. Beltrame, E. Zibetti
The control of multiple robots in the context of tele-exploration tasks is often attentionally taxing, resulting in a loss of situational awareness for operators. Unmanned aerial vehicle swarms require significantly more multitasking than controlling a plane, thus making it necessary to devise intuitive feedback sources and control methods for these robots. The purpose of this article is to examine a swarm's nonverbal behaviour as a possible way to increase situational awareness and reduce the operators cognitive load by soliciting intuitions about the swarm's behaviour. To progress on the definition of a database of nonverbal expressions for robot swarms, we first define categories of communicative intents based on spontaneous descriptions of common swarm behaviours. The obtained typology confirms that the first two levels (as defined by Endsley: elements of environment and comprehension of the situation) can be shared through swarms motion-based communication. We then investigate group motion parameters potentially connected to these communicative intents. Results are that synchronized movement and tendency to form figures help convey meaningful information to the operator. We then discuss how this can be applied to realistic scenarios for the intuitive command of remote robotic teams.
在远程探测任务的背景下,控制多个机器人往往需要耗费大量的注意力,从而导致操作员丧失态势感知能力。与控制飞机相比,无人机群需要更多的多任务处理,因此有必要为这些机器人设计直观的反馈源和控制方法。本文的目的是研究群体的非语言行为作为一种可能的方式,以提高态势感知和减少操作员的认知负荷,通过征求对群体行为的直觉。为了进一步定义机器人群体的非语言表达数据库,我们首先定义了基于常见群体行为的自发描述的交流意图类别。获得的类型学证实了前两个层次(由Endsley定义:环境元素和对情况的理解)可以通过基于群体运动的交流来共享。然后,我们研究了可能与这些交际意图相关的群体运动参数。结果表明,同步运动和图形倾向有助于向操作者传达有意义的信息。然后,我们讨论如何将其应用于远程机器人团队的直观命令的现实场景。
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引用次数: 3
Instrumented shoe-based foot clearance and foot-to-ground angle measurement system for the gait analysis 基于仪表鞋的足间隙和足对地角度测量系统,用于步态分析
Pub Date : 2019-10-01 DOI: 10.1109/RO-MAN46459.2019.8956401
Ashutosh Tiwari, S. Saxena, D. Joshi
This paper presents a wireless gait analysis system that incorporates anatomically located infrared (IR) distance sensor on the shoe for the measurement of various gait parameters such as foot-to-ground angle (FGA), foot clearance (FC). The system has been validated against the BTS bioengineering 3D motion capture gold standard method in gait analysis laboratory with FC RMSE error of 6.31% of the full range and FGA RMSE error of 5.53% of the full range. The squared correlation coefficient r2 for FC and FGA is equal to 0.970 and 0.935, respectively. This system has a sensor position adjustment mechanism in two degrees of freedom, which facilitates the adaptability of the system to any foot size. The system is inexpensive, simple to use, and provides accuracy at par to the existing systems. This system finds application in a variety of clinical domains, for example, neurological disease diagnosis affecting ambulation such as Parkinson’s and cerebral palsy, gait rehabilitation, and sports fields. The future scope of this work includes validation of the shoe with different foot sizes and with different walking speed.
本文提出了一种无线步态分析系统,该系统将解剖学定位的红外(IR)距离传感器集成在鞋上,用于测量各种步态参数,如足对地角(FGA),足间隙(FC)。该系统已在步态分析实验室针对BTS生物工程3D运动捕捉金标准方法进行了验证,FC RMSE误差为全范围的6.31%,FGA RMSE误差为全范围的5.53%。FC和FGA的平方相关系数r2分别为0.970和0.935。该系统具有两个自由度的传感器位置调整机构,便于系统适应任何脚的尺寸。该系统价格低廉,使用简单,并提供与现有系统相当的精度。该系统可应用于多种临床领域,例如,影响行走的神经系统疾病诊断,如帕金森病和脑瘫,步态康复和运动领域。这项工作的未来范围包括验证不同脚码和不同步行速度的鞋子。
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引用次数: 0
Design and Analysis of a Soft Bidirectional Bending Actuator for Human-Robot Interaction Applications 用于人机交互的柔性双向弯曲驱动器的设计与分析
Pub Date : 2019-10-01 DOI: 10.1109/RO-MAN46459.2019.8956351
K. Singh, Asokan Thondiyath
The design of a novel, soft bidirectional actuator which can improve the human-robot interactions in collaborative applications is proposed in this paper. This actuator is advantageous over the existing designs due to the additional degree of freedom for the same number of pressure inputs as found in the conventional designs. This improves the workspace of the bidirectional actuator significantly and is able to achieve higher angles of bidirectional bending at much lower values of input pressure. This is achieved by eliminating the passive impedance offered by one side of the bending chamber in compression when the other side of the chamber is inflated. A simple kinematic model of the actuator is presented and theoretical and finite element analysis is carried out to predict the fundamental behavior of the actuator. The results are validated through experiments using a fabricated model of the soft bidirectional bending actuator.
提出了一种新型的双向软致动器的设计方案,以提高人机协作应用中的交互性。由于在传统设计中发现的相同数量的压力输入的额外自由度,该致动器比现有设计更具优势。这大大改善了双向执行器的工作空间,并能够在更低的输入压力值下实现更高的双向弯曲角度。这是通过消除弯曲室一侧在压缩时另一侧膨胀时提供的无源阻抗来实现的。提出了作动器的简单运动学模型,并进行了理论分析和有限元分析,预测了作动器的基本行为。利用自制的柔性双向弯曲作动器模型进行了实验验证。
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引用次数: 1
Human-Robot Team: Effects of Communication in Analyzing Trust 人机团队:沟通在分析信任中的作用
Pub Date : 2019-10-01 DOI: 10.1109/RO-MAN46459.2019.8956345
Ștefan-Dan Ciocîrlan, Roxana Agrigoroaie, A. Tapus
Trust is related to the performance of human teams, making it a significant characteristic, which needs to be analyzed inside human-robot teams. Trust was researched for a long time in other domains like social sciences, psychology, and economics. Building trust within a team is formed through common tasks and it depends on team performance and communication. By applying an online game based tasks for human-robot teams, the effects of three communication conditions (communication without text and verbal interaction, communication with text and verbal interaction related/not related to the task) on trust are analyzed. Additionally, we found that the participants’ background is linked to the trust in the interaction with the robot. The results show that in a human-robot team the human trust will increase more over time when he/she is working with a robot that uses text and verbal interaction communication related to the task. They further suggest that human trust will decrease to a lower extent when the robot fails in doing the tasks if it uses text and verbal communication with the human.
信任关系到人类团队的绩效,是一个重要的特征,需要在人-机器人团队内部进行分析。在社会科学、心理学和经济学等其他领域对信任进行了长期的研究。在团队中建立信任是通过共同的任务形成的,它取决于团队的表现和沟通。通过一个基于网络游戏的人机团队任务,分析了三种沟通条件(无文本和语言互动的沟通、有文本的沟通和与任务相关/无关的语言互动)对信任的影响。此外,我们发现参与者的背景与与机器人互动的信任有关。结果表明,在人机团队中,当他/她与使用与任务相关的文本和口头交互沟通的机器人一起工作时,人类的信任会随着时间的推移而增加。他们进一步表示,如果机器人与人类使用文字和口头交流,当它无法完成任务时,人类的信任会下降到更低的程度。
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引用次数: 6
期刊
2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)
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