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2011 9th World Congress on Intelligent Control and Automation最新文献

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A method of container codes detection and segmentation by using improved projection algorithm 提出了一种基于改进投影算法的集装箱码检测与分割方法
Pub Date : 2011-06-21 DOI: 10.1109/WCICA.2011.5970581
S. Tai, Tang-Yu Chang, S. Wang
In recent year, surveillance system is widely used in our daily life. The surveillance system is usually applied to monitor specify target for some purpose. Intelligence surveillance system can helps us to get interested information from the monitor screen. In addition to applied to security monitor in our living environment and people or traffic flow statistics, it also widely used in management. Therefore, how to use existing surveillance system to improve the accuracy rate with reducing the human resources is an important issue. Most of the current surveillance systems focus on license plate detection, and we try to extend the detect object to the containers. The existing license plate detection algorithm would face some difficulties with using on container codes detection. This paper presents a character region extraction method for containers. We also improved projection method to reduce the effect caused by bars or marks on container and make it can be used to detect irregular rows of characters
近年来,监控系统在我们的日常生活中得到了广泛的应用。监控系统通常是为了某种目的而对指定的目标进行监控。智能监控系统可以帮助我们从监控画面中获取感兴趣的信息。它除了应用于我们生活环境的安防监控和人流或交通流量统计之外,还广泛应用于管理。因此,如何利用现有的监控系统在减少人力资源的情况下提高准确率是一个重要的问题。目前的监控系统大多集中在车牌检测上,我们试图将检测对象扩展到集装箱。现有的车牌检测算法在集装箱码检测中会遇到一些困难。提出了一种针对容器的字符区域提取方法。我们还改进了投影方法,减少了容器上的条形或标记所造成的影响,使其可以用于检测不规则行字符
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引用次数: 4
A self-localization and path planning technique for mobile robot navigation 移动机器人导航的自定位与路径规划技术
Pub Date : 2011-06-21 DOI: 10.1109/WCICA.2011.5970604
Jiawei Zhou, H. Lin
In this paper, we propose a system to cope with the problem of autonomous mobile robot navigation. It is able to perform path planning and localize the robot in the real world environment. The path planning is first carried out using the known map, and the laser range scanner is then used to localize the robot based on the ICP registration technique. During the robot motion, the potential field is taken into account for obstacle avoidance. For the path planning, the visibility graph is established based on the current position of the robot. The Dijkstra algorithm is then used to find the shortest path to the goal position. Experimental results for both the simulation and real world environment are presented.
本文提出了一种解决自主移动机器人导航问题的系统。它能够在现实环境中进行路径规划和定位机器人。首先利用已知的地图进行路径规划,然后利用激光测距仪基于ICP配准技术对机器人进行定位。在机器人运动过程中,考虑了势场的影响,进行了避障。对于路径规划,根据机器人的当前位置建立可见性图。然后使用Dijkstra算法寻找到目标位置的最短路径。给出了仿真和现实环境下的实验结果。
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引用次数: 19
NN adaptive backstepping based aircraft reconfigurable control design 基于神经网络自适应反演的飞机可重构控制设计
Pub Date : 2011-06-21 DOI: 10.1109/WCICA.2011.5970551
Kai Liu, Jihong Zhu, Yong Fan
Reconfigurable flight control could maintain the safety and performance of aircraft under failure or damage situation. In this paper, aircraft reconfigurable control is designed using NN based adaptive backstepping method. Backstepping is used to build the baseline control law. The model changes due to failures or damage are considered as modeling errors and identified online using B-spline neural networks. Closed-loop stability is guaranteed through the backstepping design and update laws of the network weights. The requirement for aircraft model under which the reconfiguration is realizable is given. Based on this, the feasibility of control reconfiguration is analyzed. Simulation results show the effectiveness of the control law.
可重构飞行控制可以在故障或损坏情况下保持飞机的安全和性能。本文采用基于神经网络的自适应反演方法设计了飞机可重构控制。采用回溯法建立基线控制律。由于故障或损坏导致的模型变化被视为建模误差,并使用b样条神经网络在线识别。通过反步设计和网络权值的更新规律保证闭环稳定性。给出了可实现重构的飞机模型要求。在此基础上,分析了控制重构的可行性。仿真结果表明了该控制律的有效性。
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引用次数: 1
Optical intelligence lock 光学智能锁
Pub Date : 2011-06-21 DOI: 10.1109/WCICA.2011.5970698
J. Shieh, Yi-Lin Liao, C. Chen
The paper adopted optic property and advanced Encryption method to apply in general lock system. By using of optic media, we developed three stages to integrate this system. The first one is filter coating. The second is AES algorithm in receiver side. Finally, the proper distance will be detected the signal to effect the lock system.
本文利用光学特性和先进的加密方法将其应用于一般的锁系统中。利用光学介质,我们分三个阶段对系统进行了集成。第一个是过滤器涂层。二是接收端AES算法。最后,在适当的距离检测到信号,从而对锁系统产生影响。
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引用次数: 0
Vehicle structure and Omni-directionality for higher space efficiency 车辆结构和全方向性,提高空间效率
Pub Date : 2011-06-21 DOI: 10.1109/WCICA.2011.5970592
Huihuan Qian, Guoqing Xu, Jingyu Yan, Yangsheng Xu
Vehicle parking in crowded parking lots has become an un-ignorable problem in urban areas. Traditional manmaneuvering parking structures has low space efficiency, and in contrary, the current fully automatic parking frame system has high cost and difficulty in processing the vehicles in parallel. Inspired by the wheeled mobile robot, the paper investigates the relationship between the space efficiency (the ratio of space for parking over the total space for parking and traveling) and the structures of four-wheel robots, both the classical car-like robot and the omni-directional robot, which can be the platforms for vehicle carriers for parking in parallel to reduce the total time requirement and increase the flexibility of parking systems. An omni-directional driving and 4 wheel independent steering (4WIS) platform is designed and developed to demonstrates its advantage of parking in narrow space. For the type of carlike robot, space efficiency is optimized with respect to the rear overhang and the capacity of the parking lot. Omni-directional structure, in contrary, still has a higher space efficiency, and thus is more ideal for the parking platform.
车辆在拥挤的停车场停放已成为城市地区一个不容忽视的问题。传统的机动式泊车结构空间效率低,而目前的全自动泊车架系统成本高,且车辆并行处理困难。受轮式移动机器人的启发,本文研究了空间效率(停车空间占总停车和行驶空间的比例)与四轮机器人结构之间的关系,包括经典的类车机器人和全向机器人,它们可以作为车辆载体并行停车的平台,以减少停车系统的总时间需求和增加停车系统的灵活性。设计并开发了一个全方位驾驶四轮独立转向(4WIS)平台,以展示其在狭窄空间停车的优势。对于类车机器人来说,空间效率是根据后悬和停车场的容量进行优化的。相反,全向结构仍然具有更高的空间效率,因此更理想的停车平台。
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引用次数: 0
Particle Swarm Optimization on D-stable IIR filter design d稳定IIR滤波器设计的粒子群算法
Pub Date : 2011-06-21 DOI: 10.1109/WCICA.2011.5970588
Shing‐Tai Pan, Cheng-Yuan Chang
This paper explores the design of robust stable digital filter by the Particle Swarm Optimization (PSO) algorithm. The results are compared to the design by Genetic Algorithm (GA). We first derive a robust stability criterion which will be used to ensure the D(α, r) -stability of the digital filter in the evolution of DE. Finally, we will compare the result designed by DE with that designed by GA. It will be found that the performance of the PSO is better that that of GA in the design example of this paper.
本文研究了基于粒子群优化算法的鲁棒稳定数字滤波器的设计。利用遗传算法(GA)对设计结果进行了比较。我们首先推导了一个鲁棒稳定性判据,该判据将用于保证数字滤波器在DE演化过程中的D(α, r) -稳定性。最后,我们将DE设计的结果与遗传算法设计的结果进行比较。通过本文的设计实例可以发现,粒子群算法的性能优于遗传算法。
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引用次数: 14
Selective compensation of power quality problems with a three-phase four-leg shunt active filter 三相四脚并联有源滤波器电能质量问题的选择性补偿
Pub Date : 2011-06-21 DOI: 10.1109/WCICA.2011.5970721
W. Lu, Changbo Xu, Chunwen Li
This paper presents a selective compensation strategy for the three-phase four-leg shunt active filter (AF) to enhance the flexibility of compensation objectives. Due to nonlinear and unbalanced loads in a three-phase four-wire power system, power quality problems including harmonics, neutral current, unbalanced power and reactive current are introduced. It is desirable to make the AF versatile to compensate these problems. The synchronous reference frame (SRF) method is adopted to decompose the load current for current reference generation. An adaptive linear element (Adaline) based low pass filter (LPF) is proposed to improve the time delay caused by the SRF method under steady and dynamic load conditions. Selective compensation of power quality problems is realized by combining the decomposed currents with corresponding priority coefficients. Simulation results are given to verify the feasibility and effectiveness of the proposed strategy under steady and dynamic operating conditions.
针对三相四支路并联有源滤波器,提出了一种选择性补偿策略,提高了补偿目标的灵活性。介绍了三相四线制电力系统中由于负载的非线性和不平衡,引起的谐波、中性电流、不平衡功率和无功电流等电能质量问题。它是可取的,使自动对焦多功能,以弥补这些问题。采用同步参考帧(SRF)方法对负载电流进行分解,生成电流参考。提出了一种基于自适应线性元(Adaline)的低通滤波器(LPF),以改善SRF方法在稳态和动态负载条件下产生的时间延迟。通过将分解电流与相应的优先系数相结合,实现了电能质量问题的选择性补偿。仿真结果验证了该策略在稳态和动态工况下的可行性和有效性。
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引用次数: 3
Performance models for dual-arm cluster tools 双臂集群工具的性能模型
Pub Date : 2011-06-21 DOI: 10.1109/WCICA.2011.5970628
Kyungsu Park, Younghun Ahn, J. R. Morrison
Cluster tools with a dual-arm wafer transport robot are common in semiconductor wafer manufacturing. However, existing modeling methods suffer either from computational complexity (e.g., Petri nets, detailed simulation) and the resulting dearth of insight or from simplicity and its attendant loss of accuracy and expression (e.g., Ax+B models). Looking toward application in tool configuration optimization, performance evaluation and fab-wide simulation models, we develop expressive and computationally tractable equations and recursions for the cycle time of such cluster tools. The models include transient periods and robot behavior to express nonlinearities in tool performance. The models incorporate the affinity of such tools toward lots with certain numbers of wafers. We conduct simulations of dual-arm cluster tools to assess the quality of our models and compare performance and computational complexity between various approximation methods.
在半导体晶圆制造中,带有双臂晶圆运输机器人的集束工具是很常见的。然而,现有的建模方法要么受到计算复杂性(例如,Petri网,详细模拟)和由此导致的洞察力缺乏的影响,要么受到简单性及其随之而来的准确性和表达性损失的影响(例如,Ax+B模型)。展望在工具配置优化、性能评估和晶圆厂范围内的仿真模型中的应用,我们为这些集群工具的周期时间开发了表达性和计算上易于处理的方程和递推。该模型包括瞬态周期和机器人行为,以表达刀具性能的非线性。这些模型结合了这些工具对具有一定数量晶圆的批次的亲和力。我们对双臂聚类工具进行模拟,以评估模型的质量,并比较各种近似方法之间的性能和计算复杂性。
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引用次数: 5
3D reconstruction of the WCE images by affine SIFT method 用仿射SIFT方法对WCE图像进行三维重建
Pub Date : 2011-06-21 DOI: 10.1109/WCICA.2011.5970655
Yichen Fan, M. Meng
Wireless capsule endoscopy (WCE) has been gradually applied for examining the gastrointestinal (GI) tract, particular the small intestine. One WCE video comprised over 50,000 images requires more than 1.5 hours in an average for the physician to give a full assessment of the patient's GI tract. However, for the power consumption reason and the miniature-design, the captured images are suffering from the resolution and illumination invariance. Moreover, the motion of the WCE camera is uncontrollable increases the complexity of the WCE images inspiration and the time needed for analyzing the image sequences even for experienced endoscopiest. Due to these limitations, a tool is required to help physicians to make fast and reliable diagnosis. In this paper, we propose a method to reconstruct the three dimension surface of the intestinal wall by the affine scale invariant feature transform (SIFT). This algorithm can help to reconstruct the GI tract's tube-like surface within selected consecutive frames. It estimates the relative movement of the WCE by applying the affine SIFT feature detector and descriptor to a sequence of WCE images. Epipolar geometry is employed to further constrain the matching feature points in order to obtain accurate 3D view. The experiments on real WCE images are presented to show the performance of our proposed method. As a conclusion, our system can provide a more informative and friendly virtualization of the WCE images to reduce the total time spent for abnormalities detections for physicians.
无线胶囊内窥镜(WCE)已逐渐应用于胃肠道,特别是小肠的检查。一个WCE视频包含超过50,000张图像,医生平均需要1.5小时以上的时间来对患者的胃肠道进行全面评估。然而,由于功耗和小型化设计的原因,捕获的图像存在分辨率和照度不变性的问题。此外,WCE摄像机的运动是不可控的,增加了WCE图像灵感的复杂性和分析图像序列所需的时间,即使是经验丰富的内窥镜医师。由于这些限制,需要一种工具来帮助医生做出快速可靠的诊断。本文提出了一种利用仿射尺度不变特征变换(SIFT)重建肠壁三维表面的方法。该算法可以帮助在选定的连续帧内重建胃肠道的管状表面。它通过对一系列WCE图像应用仿射SIFT特征检测器和描述符来估计WCE的相对运动。利用极极几何进一步约束匹配的特征点,以获得精确的三维视图。在真实的WCE图像上进行了实验,验证了该方法的有效性。综上所述,我们的系统可以提供更多信息和友好的虚拟化WCE图像,以减少医生用于异常检测的总时间。
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引用次数: 15
Dynamic model based cross-coupled control of parallel manipulators 基于动力学模型的并联机械臂交叉耦合控制
Pub Date : 2011-06-21 DOI: 10.1109/WCICA.2011.5970662
Weiwei Shang, S. Cong, Yuan Ge
The dynamic model based cross-coupled control is developed to improve the coordination motion relation between multiple kinematic chains in parallel manipulators. According to the mechanism characteristic of the parallel manipulators, two different types of synchronization error of the kinematic chains are defined in the joint space of active joints and in the task space of end-effector, respectively. By using the synchronization error, the cross-coupled control law in the task space is designed based on the dynamic model. The trajectory tracking experiments of an actual planar parallel manipulator are carried out, and then the control performances between the cross-coupled controller and the augmented PD (APD) controller are compared.
为了改善并联机器人多运动链之间的协调运动关系,提出了基于动力学模型的交叉耦合控制方法。根据并联机器人的机构特点,分别在主动关节空间和末端执行器任务空间定义了两种不同类型的运动链同步误差。利用同步误差,设计了基于动态模型的任务空间交叉耦合控制律。进行了实际平面并联机器人的轨迹跟踪实验,比较了交叉耦合控制器与增广PD (APD)控制器的控制性能。
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引用次数: 2
期刊
2011 9th World Congress on Intelligent Control and Automation
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