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SICE 2000. Proceedings of the 39th SICE Annual Conference. International Session Papers (IEEE Cat. No.00TH8545)最新文献

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Forgetting least squares estimation FIR filters without noise covariance information 遗忘最小二乘估计FIR滤波器没有噪声协方差信息
P. Kim, W. Kwon
This paper concerns with a new estimation filter with a finite impulse response (FIR) structure under a least squares (LS) criterion using a forgetting factor. This filter will be called the forgetting least squares estimation (FLSE) FIR filter. The proposed FLSE FIR filter does not require information of the noise covariances as well as the initial state. It will be shown that, in particular case, the proposed FLSE FIR filter can be reduced to the simple least squares estimation FIR filter called the LSE FIR filter. The proposed FLSE FIR filter has also some inherent properties such as time-invariance, unbiasedness and deadbeat. The proposed FLSE FIR filter will be represented in a batch form and then a recursive form, which will be remarkable in the view of computational advantage. From discussions about the choice of a forgetting factor and a horizon length, it will be shown that they can be considered as useful parameters to make the estimation performance of the proposed FLSE FIR filter as good as possible. Via simulations, it will be shown that the proposed FLSE FIR filter consistently outperforms the LSE FIR filter, and can outperform the existing best linear unbiased estimation (BLUE) FIR filter with incorrect noise covariances.
本文研究了一种基于遗忘因子的最小二乘准则下的有限脉冲响应估计滤波器。该滤波器将被称为遗忘最小二乘估计(FLSE) FIR滤波器。所提出的FLSE FIR滤波器不需要噪声协方差和初始状态的信息。在特定的情况下,将会证明,所提出的FLSE FIR滤波器可以简化为简单的最小二乘估计FIR滤波器,称为LSE FIR滤波器。所提出的FLSE FIR滤波器还具有时不变、无偏和无差拍等固有特性。所提出的FLSE FIR滤波器将以批处理形式表示,然后递归形式表示,从计算优势的角度来看,这将是显着的。通过对遗忘因子和视界长度选择的讨论,表明它们可以作为有用的参数,使所提出的FLSE FIR滤波器的估计性能尽可能好。通过仿真,将表明所提出的FLSE FIR滤波器始终优于LSE FIR滤波器,并且可以优于现有的具有不正确噪声协方差的最佳线性无偏估计(BLUE) FIR滤波器。
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引用次数: 3
A study on distributed SMA-net robot control by coupled oscillator system 耦合振荡器控制分布式SMA-net机器人的研究
Y. Sato, T. Nagai, H. Yokoi, T. Mizuno, Y. Kakazu
This paper proposes a method for controlling a flexible SMA (shape memory alloy)-net robot by using a coupled oscillator system. The SMA-net robot consists of 12 actuators that is connected to 9 nodes, and it can change the number of actuators and nodes by connecting and disconnecting of the nodes. Main problem to control SMA-net robot is how to adapt to the changes of the connection. The proposed control method is inspired by the emergent behavior control mechanism of slime mold amoebae and using highly distributed information processing system. The control method enables basic behaviors of movement to attractive stimulus and escape from unattractive stimulus.
提出了一种利用耦合振荡器系统对柔性形状记忆合金网机器人进行控制的方法。SMA-net机器人由12个执行器组成,连接9个节点,可以通过连接和断开节点来改变执行器和节点的数量。控制SMA-net机器人的主要问题是如何适应连接的变化。该控制方法受黏菌变形虫紧急行为控制机制的启发,采用高度分布式的信息处理系统。该控制方法使运动的基本行为能够受到有吸引力的刺激而逃避无吸引力的刺激。
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引用次数: 4
Tension control of wire suspended mechanism and application to bathroom cleaning robot 吊丝机构张力控制及其在浴室清洁机器人上的应用
Y. Takahashi, O. Tsubouchi
A wire suspended mechanism with tension control and its application to a bathroom-cleaning robot are presented. A compact and small size robot is designed using the wire suspended mechanism. Four wires suspend the robot main body from four upper corners of a bathroom. Handling the length and tension of the four wires, the robot cleans the wall of the bathroom. Power unit and computer system are placed on a floor separate from the robot main body. It is required to keep the robot main body even with the floor in order to clean the wall. The leveling control of the robot main body using a wire tension control is proposed. The tension-detecting unit proposed in this paper uses a simple lever type mechanism. The validity of the proposed tension control has been confirmed by the experimental and simulation results.
介绍了一种张力控制悬索机构及其在浴室清洁机器人上的应用。采用钢丝悬挂机构设计了一种结构紧凑、体积小的机器人。四根电线将机器人主体悬挂在浴室的四个上角上。通过控制四根电线的长度和张力,机器人可以清洁浴室的墙壁。动力装置和计算机系统放置在与机器人主体分开的地板上。为了清洁墙面,要求机器人主体与地面保持均匀。提出了采用钢丝张力控制的机器人主体调平控制方法。本文提出的张力检测装置采用一种简单的杠杆式机构。实验和仿真结果验证了张力控制的有效性。
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引用次数: 9
GMDH-type neural networks with a feedback loop and their application to the identification of large-spatial air pollution patterns 带反馈环的gmdh型神经网络及其在大空间空气污染模式识别中的应用
T. Kondo, A. S. Pandya
The GMDH (group method of data handling)-type neural networks with a feedback loop have been proposed in our early work. The architecture of these networks is generated by using the heuristic self-organization method that is the basic theory of the GMDH method. The number of hidden layers and the number of neurons in the hidden layers are determined so as to minimize the error criterion defined by Akaike's information criterion (AIC). Furthermore, the optimum neurons that can handle the complexity of the nonlinear system are selected from a variety of prototype functions, such as the sigmoid function, the radial basis function, the high order polynomial and the linear function. In this study, the GMDH-type neural networks with a feedback loop is applied to the identification of large-spatial air pollution patterns. The source-receptor matrix that represents a relationship between the multiple air pollution sources and the air pollution concentration at the multiple monitoring stations is accurately identified by using the GMDH-type neural networks with a feedback loop. The identification results of the GMDH-type neural networks are compared with those identified by other identification methods.
在我们的早期工作中,已经提出了带有反馈回路的GMDH(数据处理的群体方法)型神经网络。这些网络的体系结构是利用启发式自组织方法生成的,这是GMDH方法的基本理论。确定隐藏层的数量和隐藏层中的神经元数量,使赤池信息准则(Akaike’s information criterion, AIC)定义的误差准则最小化。在此基础上,从sigmoid函数、径向基函数、高阶多项式和线性函数等多种原型函数中选择出能够处理复杂非线性系统的最优神经元。本研究将带反馈回路的gmdh型神经网络应用于大空间空气污染模式的识别。利用带反馈回路的gmdh型神经网络,准确识别了多个空气污染源与多个监测站空气污染浓度之间的关系的源受体矩阵。将gmdh型神经网络的辨识结果与其他辨识方法的辨识结果进行了比较。
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引用次数: 12
Posture control of moving object using two mechanical artificial feelers 用两个机械人工触角控制运动物体的姿态
Y. Takahashi, K. Umehara
The posture control of a moving object by using two mechanical artificial feelers is proposed. The moving object runs along a datum surface by controlling the distance and angle to the datum surface. The two mechanical feelers touch the datum surface as a L-shape guide. The distance and angle to the datum surface are calculated by the angles of the two mechanical feelers. An installation and an adjustment are easy. The posture of the moving object will be controlled by the proposed scheme. This paper describes the concept and design method of the proposed posture control. The validity of the proposed control scheme has been confirmed by the experimental results.
提出了利用两个机械人工触角对运动物体进行姿态控制的方法。通过控制到基准面的距离和角度,运动物体沿着基准面运动。两个机械探头接触基准面作为l形导向。通过两个机械探头的角度计算到基准面的距离和角度。安装和调整都很容易。所提出的方案将控制运动物体的姿态。本文描述了所提出的姿态控制的概念和设计方法。实验结果验证了所提控制方案的有效性。
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引用次数: 0
Signal control of two-way traffic arterials 双向交通干线的信号控制
H. Shimizu, H. Mashiba
Studies a signal control method which controls congestion lengths on the two-way traffic arterial systematically. The volume balance is held for each lane at each signalized intersection of arterials for a certain duration. The congestion mechanism which plays an essential role to control congestion lengths is described quantitatively based on the volume balance for each lane at each signalized intersection. The signal control system of the congestion length is described by a nonlinear time-varying discrete dynamic system and synthesized by using the feedback control. A balance control algorithm in which the three signal control parameters consisting of the cycle length, green split and offset are controlled systematically so as to minimize the sum of congestion lengths on the arterial is presented. From the comparison between measurement values and simulation values, it is confined that the balance control algorithm works effectively to reduce the congestion lengths on the arterial.
研究了一种系统地控制双向交通干线拥塞长度的信号控制方法。在每个信号交叉口的每个车道上保持一定时间的体积平衡。基于信号交叉口各车道的体积平衡,定量描述了控制拥塞长度的拥塞机制。拥塞长度的信号控制系统用非线性时变离散动态系统来描述,并采用反馈控制进行综合。提出了一种平衡控制算法,系统地控制周期长度、绿分割和偏移量这三个信号控制参数,使主干道上的拥塞长度总和最小。测量值与仿真值的对比表明,平衡控制算法能够有效地减少干道上的拥塞长度。
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引用次数: 2
Instantaneous frequency estimation from sine wave samples 从正弦波样本的瞬时频率估计
K. Kubo
New method of estimating instantaneous frequency from sine wave samples is proposed and studied. The proposed expression is proved to be fully equivalent to the Prony's method. An extended frequency expression, which shows its degeneracy into the proposed expression, is also derived. Toward implementation for processors, estimating errors caused by operations including quantization in samples, approximation of mathematical functions, and finite-length division, are evaluated by numerical experiments.
提出并研究了从正弦波样本中估计瞬时频率的新方法。证明了该表达式与proony方法完全等价。推导了一个扩展的频率表达式,该表达式显示了它的简并性。对于处理器的实现,通过数值实验评估了包括样本量化、数学函数近似和有限长度除法在内的操作引起的估计误差。
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引用次数: 4
Amplitude dependent analysis and design of nonlinear control systems in a frequency domain 频域非线性控制系统的幅值相关分析与设计
Y. Okuyama, F. Takemori
Examines the amplitude dependent behavior of nonlinear feedback systems in a frequency domain. We apply a robust stability condition to a feedback control system containing a nonlinear element in the forward path. In addition, we derive an instability condition for that type of nonlinear feedback system. By using these concepts, we can accurately predict and estimate the existence of a periodic oscillation, that is, a limit cycle in a phase space of the nonlinear dynamical system. Two numerical examples for that type of control system are presented to verify the method.
研究频域非线性反馈系统的幅值依赖行为。对前向路径中含有非线性元素的反馈控制系统,给出了鲁棒稳定性条件。此外,我们还导出了该类非线性反馈系统的不稳定性条件。利用这些概念,我们可以准确地预测和估计周期振荡的存在性,即非线性动力系统在相空间中的极限环。给出了该控制系统的两个数值算例来验证该方法。
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引用次数: 0
Teaching system for a polishing robot using a game joystick 一种使用游戏摇杆的抛光机器人教学系统
F. Nagata, K. Watanabe
In this paper, a user-friendly teaching system for a polishing robot using a game joystick is proposed. The teaching process is as follows. First, a zigzag path, which depends on both sizes of each object and polishing tool, is prepared. Next, the polishing robot whose control system consists of an impedance model following force controller profiles the object's surface using the zigzag path. In this case, the operator has only to control the orientation of the polishing tool using a usual game joystick. Further, since the impedance model following force controller keeps the contact force to be a desired value, the operator has to give no attention to a sudden overload or noncontact state. Through the above process, the desired trajectory is automatically obtained as the data including both continuous information of the position and its normal vector of the object's surface along the zigzag path. After that, the robot can achieve the polishing task without any assists of the operator by referring to the obtained trajectory. The effectiveness of the proposed method is proved through some experiments on polishing task of a woody material.
提出了一种基于游戏操纵杆的抛光机器人用户友好型教学系统。教学过程如下。首先,根据每个物体的大小和抛光工具的大小,准备一条之字形路径。其次,抛光机器人的控制系统由力控制器后的阻抗模型组成,采用之字形路径对物体表面进行轮廓分析。在这种情况下,操作员只需要使用普通的游戏操纵杆来控制抛光工具的方向。此外,由于力控制器后面的阻抗模型使接触力保持在期望值,因此操作员不必注意突然过载或非接触状态。通过上述过程,自动获得所需的轨迹作为包含物体表面沿之字形路径的位置和法向量的连续信息的数据。之后,机器人可以在没有操作者辅助的情况下,参照得到的轨迹完成抛光任务。通过对木质材料的抛光实验,验证了该方法的有效性。
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引用次数: 7
Estimation characteristics of tracking filters according to maneuvering patterns 基于机动模式的跟踪滤波器估计特性
T. Fang, J. Choi
Three kinds of maneuvering patterns (waver, pop-up, and high-diver maneuvers) are basically considered for a target motion to evaluate the estimation characteristics of the employed tracking filters according to the maneuvering patterns. The employed tracking filters are the interacting multiple model (IMM) filter, which is known as the most cost-effective estimation scheme, and the other filters stem from it. The simulation results show well the estimation characteristics of the employed filters according to the given maneuvering patterns of a target.
对于目标运动,基本考虑了三种机动模式(波动、弹出和高空机动),根据机动模式评估所采用的跟踪滤波器的估计特性。所采用的跟踪滤波器是交互多模型(IMM)滤波器,被认为是最具成本效益的估计方案,其他滤波器都源于此。仿真结果表明,所采用的滤波器能够很好地满足给定目标机动模式的估计特性。
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引用次数: 0
期刊
SICE 2000. Proceedings of the 39th SICE Annual Conference. International Session Papers (IEEE Cat. No.00TH8545)
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