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2012 12th International Conference on Control Automation Robotics & Vision (ICARCV)最新文献

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Pass rate analysis of interception heuristic against border crossers along a linear border 线性边界拦截启发式算法的通过率分析
Pub Date : 2012-12-01 DOI: 10.1109/ICARCV.2012.6485147
Dae-Sung Jang, Han-Lim Choi
In this paper, interception of border crossers along a border strip bounded by a border line and a military boundary line is considered. Performance measure of interception strategy of a guard is mission failure rate: pass rate of border crossers through the border strip. A defenceable area and a lateral defense length of sequential two-target interception are introduced to derive an expression of an upper bound of pass rate. Numerical simulations of border defense validate the upper bound.
本文考虑沿边界线和军事边界线为界的边带拦截越境者的问题。边防部队拦截策略的性能衡量指标是任务失败率:过境人员通过边境地带的通过率。引入连续双目标拦截的可防御面积和横向防御长度,导出了通过率上界的表达式。边界防御的数值模拟验证了上界。
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引用次数: 0
Leveraging multiple simulators for crossing the reality gap 利用多个模拟器来跨越现实差距
Pub Date : 2012-12-01 DOI: 10.1109/ICARCV.2012.6485313
A. Boeing, T. Bräunl
We propose a novel approach for transferring evolved control systems from a simulated environment to a real robot. Multiple dynamic simulation systems are simultaneously employed to provide a valid range of simulation variance that can be exploited to generate robust controllers in a purely virtual environment. These controllers can then be directly transferred to a physical robot.
我们提出了一种将进化控制系统从模拟环境转移到真实机器人的新方法。同时使用多个动态仿真系统来提供一个有效的仿真方差范围,可以在纯虚拟环境中生成鲁棒控制器。然后,这些控制器可以直接转移到物理机器人上。
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引用次数: 33
Real-time simulation of satellite attitude control based on low cost embedded system 基于低成本嵌入式系统的卫星姿态控制实时仿真
Pub Date : 2012-12-01 DOI: 10.1109/ICARCV.2012.6485289
Minghang Li, Weiyao Lan, M. Wu, Jiajia Cao, L. Huang
Considering the limitation of off-line simulation and the high cost of many real-time simulation equipments used in aeronautical and astronautical fields, a low-cost embedded real-time simulation system has been developed for the research of satellite attitude control. By using the mature ARM/DSP chip as the processor and the embedded Linux operating system in the target machine, and the monitoring and management interface based on the graphical programming language LabVIEW in the host computer, this system has successfully addressed key technical issues of real-time simulation. It has optimized the four essential components of the satellite attitude control closed-loop system. Initial application of the system has validated its effectiveness, and therefore proved that it will be significant in the engineering applications.
针对当前航空航天领域中许多实时仿真设备成本高、离线仿真技术存在的局限性,开发了一种低成本的嵌入式卫星姿态控制实时仿真系统。本系统采用成熟的ARM/DSP芯片作为处理器,目标机采用嵌入式Linux操作系统,上位机采用基于图形化编程语言LabVIEW的监控管理界面,成功解决了实时仿真的关键技术问题。对卫星姿态控制闭环系统的四个基本组成部分进行了优化。系统的初步应用验证了其有效性,在工程应用中具有重要意义。
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引用次数: 1
Correntropy coefficient analysis of fMRI using reference model 参考模型的功能磁共振相关系数分析
Pub Date : 2012-12-01 DOI: 10.1109/ICARCV.2012.6485191
H. Maheshwari, M. Y. Siyal
A non-invasive functional MRI (fMRI) has emerged effective in the investigation of the functionality of human brain. However, detection of functional activation is often complicated by the presence of noise. In this paper, we propose an approach based on correntropy, a recently introduced measure which incorporates both amplitude and temporal structure characteristics of time series in single functional measure. Using correntropy coefficient as the test statistic, nonparametric approach is carried out via pre-whitening resampling transform to calculate the statistical p-values. Experimental results suggest that proposed method enables more effective brain activation detection compared with mutual information.
一种非侵入性功能磁共振成像(fMRI)已成为研究人类大脑功能的有效手段。然而,检测功能激活往往是复杂的噪声的存在。在本文中,我们提出了一种基于相关熵的方法,这是一种最近引入的方法,它将时间序列的振幅和时间结构特征结合在单个函数度量中。以熵系数作为检验统计量,通过预白化重采样变换,采用非参数方法计算统计p值。实验结果表明,与互信息方法相比,该方法能够更有效地进行脑激活检测。
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引用次数: 0
A system for hand gesture based signature recognition 基于手势的签名识别系统
Pub Date : 2012-12-01 DOI: 10.1109/ICARCV.2012.6485153
Je-Hyoung Jeon, B. Oh, K. Toh
In this paper, we propose a user authentication system based on hand-gesture signature without the need of any handheld device. The system uses a depth image sensor to locate the fingertip and palm mass-center from detected hand region for trajectory processing. Apart from the positional information, the velocity and acceleration information are included as input features for trajectory matching. The system verification performance is evaluated in terms of equal error rate. In addition, an investigation of fusion at feature level is conducted for possible performance enhancement. Our empirical results show the potential of the proposed bare-hand in-air signature system.
本文提出了一种不需要手持设备的基于手势签名的用户认证系统。该系统使用深度图像传感器从检测到的手部区域定位指尖和手掌质心进行轨迹处理。除了位置信息外,还将速度和加速度信息作为轨迹匹配的输入特征。以等错误率来评价系统的验证性能。此外,对特征级的融合进行了研究,以提高性能。我们的实证结果显示了所提出的徒手空中签名系统的潜力。
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引用次数: 23
H∞ filtering for networked control systems with quantization and multiple packet dropouts 具有量化和多丢包的网络控制系统的H∞滤波
Pub Date : 2012-12-01 DOI: 10.1109/ICARCV.2012.6485371
Huaicheng Yan, Zhenzhen Su, H. Shi, Hao Zhang
This paper addresses the H∞ filtering problem for networked control systems with quantization and multiple packet dropouts. The effects of measurement channel and control channel quantization as well as packet dropouts are considered simultaneously due to limited communication capacity and unreliable communication links. Stochastic variables satisfying the Bernoulli random binary distribution are utilized to model the multiple packet dropouts. Sufficient conditions are proposed such that the filtering error system is exponentially mean-square stable while the H∞ disturbance rejection attenuation constraint is satisfied. Then, the explicit expression of the desired filter gains is described in terms of the solution to linear matrix inequalities (LMIs). Finally, a numerical example is employed to demonstrate the effectiveness of the proposed filter design approach.
研究了具有量化和多丢包的网络控制系统的H∞滤波问题。同时考虑了由于有限的通信容量和不可靠的通信链路而造成的测量信道和控制信道量化以及丢包的影响。采用满足伯努利随机二值分布的随机变量对多重丢包进行建模。给出了滤波误差系统指数均方稳定且满足H∞抗扰衰减约束的充分条件。然后,用线性矩阵不等式(lmi)的解描述期望滤波器增益的显式表达式。最后,通过数值算例验证了所提滤波器设计方法的有效性。
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引用次数: 4
A PC-based orientation sensing using 9-DOF strapdown inertial measurement unit 基于pc机的9自由度捷联惯性测量单元定向传感
Pub Date : 2012-12-01 DOI: 10.1109/ICARCV.2012.6485163
L. Hun, T. Lim, V. Koo
This paper presents the design and development of a PC-based orientation sensing system using strapdown inertial measurement unit (SIMU). A 9-DOF (degree of freedom) SIMU, which consists of 3-DOF gyroscopes, 3-DOF accelerometers, and 3-DOF magnetometers, are used to estimate the orientation. Data fusion is performed to improve measurement accuracy. In this paper, the orientation measurements are compared and discussed using three different approaches, known as the conventional accelerometer/gyroscope approach, the Kalman filter based 9-DOF SIMU approach, and the gradient decent algorithm based 9-DOF SIMU approach. The derivation of each approach together with the design of the PC-based orientation sensing system is outlined in this paper.
本文介绍了一种基于pc机的捷联惯性测量单元(SIMU)定向传感系统的设计与开发。由3-DOF陀螺仪、3-DOF加速度计和3-DOF磁强计组成的9-DOF(自由度)SIMU用于估计姿态。数据融合提高了测量精度。在本文中,比较和讨论了三种不同的方法,即传统的加速度计/陀螺仪方法,基于卡尔曼滤波的9-DOF SIMU方法和基于梯度体面算法的9-DOF SIMU方法。本文概述了每种方法的推导过程以及基于pc机的定向传感系统的设计。
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引用次数: 1
Cascade framework for task-space synchronization of networked robots with uncertain kinematics and dynamics 具有不确定运动学和动力学的网络化机器人任务空间同步的级联框架
Pub Date : 2012-12-01 DOI: 10.1109/ICARCV.2012.6485366
H. Wang
In this paper, we investigate the task-space synchronization for networked robots on strongly connected graphs with both the uncertain kinematics and dynamics. A cascade framework is proposed to facilitate the synchronization controller design. Under this framework, we propose an adaptive task-space synchronization scheme with an indirect kinematic parameter adaptation and a direct dynamic parameter adaptation for the networked robots. Passivity decomposition transformation is adopted to show the synchronization of the networked robotic systems. Simulation results are provided to demonstrate the performance of the proposed adaptive networked controller.
本文研究了具有不确定运动学和动力学的强连通图上网络化机器人的任务空间同步问题。为了方便同步控制器的设计,提出了级联框架。在此框架下,针对网络化机器人提出了一种具有间接运动参数自适应和直接动态参数自适应的自适应任务空间同步方案。采用被动分解变换来表示网络化机器人系统的同步性。仿真结果验证了所提出的自适应网络控制器的性能。
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引用次数: 3
Distributed shape formation of multi-agent systems 多智能体系统的分布式形状形成
Pub Date : 2012-12-01 DOI: 10.1109/ICARCV.2012.6485362
R. Haghighi, C. Cheah
In region based shape control of multi-agent systems, the agents move together as a group inside a desired region while maintaining minimum distance among themselves. The desired formation is specified as the desired region for the whole group instead of desired trajectories for individual agents. One limitation of region based shape formation method is the necessity of access to the desired reference of the region i.e. desired movement of the entire group. This paper presents a distributed shape formation control method for multi-agent systems. We develop a state estimator for each agent to construct the desired reference based on local information. A Lyapunov-like function is proposed to examine the stability of the overall system. Simulation results are presented to illustrate the performance of the proposed method in distributed shape formation.
在基于区域的多智能体系统形状控制中,智能体作为一个群体在期望的区域内移动,同时保持它们之间的最小距离。期望的队形被指定为整个群体的期望区域,而不是单个agent的期望轨迹。基于区域的形状形成方法的一个限制是必须访问区域的期望参考,即整个群体的期望运动。提出了一种多智能体系统的分布式形状控制方法。我们为每个代理开发了一个状态估计器,以基于本地信息构造所需的引用。提出了一个类李雅普诺夫函数来检验整个系统的稳定性。仿真结果验证了该方法在分布式形状生成中的性能。
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引用次数: 2
Iterative learning control for stochastic point-to-point tracking system 随机点对点跟踪系统的迭代学习控制
Pub Date : 2012-12-01 DOI: 10.1109/ICARCV.2012.6485206
D. Shen, Youqing Wang
In this paper, an iterative learning control (ILC) algorithm with iteration varying gain is proposed for stochastic point-to-point tracking systems. The general formulation of point-to-point control problem and an associated performance index are given. The almost sure convergence of the given recursive algorithm is strictly proved in term of a modified tracking error. An illustrative example shows the effectiveness of the proposed approach.
针对随机点到点跟踪系统,提出了一种迭代变增益的迭代学习控制算法。给出了点对点控制问题的一般公式和相应的性能指标。用修正的跟踪误差严格证明了给定递归算法的几乎肯定收敛性。算例表明了所提方法的有效性。
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引用次数: 7
期刊
2012 12th International Conference on Control Automation Robotics & Vision (ICARCV)
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