首页 > 最新文献

2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601)最新文献

英文 中文
On failure detection by inversion techniques 基于反演技术的故障检测
Pub Date : 2004-12-01 DOI: 10.1109/CDC.2004.1429544
Maricela Figueroa Garcia, M. B. Estrada, M. Malabre, J. C. Martínez-García
This paper considers the failure detection and reconstruction problem, for linear time invariant systems, with generalized solutions based on left inverse techniques.
本文研究线性时不变系统的故障检测与重构问题,并给出了基于左逆技术的广义解。
{"title":"On failure detection by inversion techniques","authors":"Maricela Figueroa Garcia, M. B. Estrada, M. Malabre, J. C. Martínez-García","doi":"10.1109/CDC.2004.1429544","DOIUrl":"https://doi.org/10.1109/CDC.2004.1429544","url":null,"abstract":"This paper considers the failure detection and reconstruction problem, for linear time invariant systems, with generalized solutions based on left inverse techniques.","PeriodicalId":254457,"journal":{"name":"2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601)","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126298127","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
Design of nonlinear control systems by means of differential genetic programming 用微分遗传规划方法设计非线性控制系统
Pub Date : 2004-12-01 DOI: 10.1109/CDC.2004.1428875
J. Imae, Y. Kikuchi, N. Ohtsuki, Tomoaki Kobayashi, G. Zhai
Based on the genetic programming (GP), a new design method of optimal and/or robust controllers of nonlinear systems is proposed. First we introduce a new type of genetic programming, which is called "differential GP". The differential GP combines the conventional GP with an automatic differentiation scheme, so that it can solve Hamilton-Jacobi-Bellman (HJB)/Hamilton-Jacobi-Isaacs (HJI)/Francis - Byrnes - Isidori (FBI) equations. Our design method is mainly based on the differential GP technique, and so it gives us a new possibility of the HJB/HJI/FBI based design techniques. Lastly, the effectiveness of the differential GP based design method is demonstrated through some design examples of nonlinear systems.
提出了一种基于遗传规划的非线性系统最优鲁棒控制器设计方法。首先,我们介绍一种新的遗传规划,称为“差分GP”。微分GP将传统GP与一种自动微分格式相结合,从而可以求解Hamilton-Jacobi-Bellman (HJB)/Hamilton-Jacobi-Isaacs (HJI)/Francis - Byrnes - Isidori (FBI)方程。我们的设计方法主要基于差分GP技术,为基于HJB/HJI/FBI的设计技术提供了一种新的可能性。最后,通过非线性系统的设计实例验证了基于差分GP的设计方法的有效性。
{"title":"Design of nonlinear control systems by means of differential genetic programming","authors":"J. Imae, Y. Kikuchi, N. Ohtsuki, Tomoaki Kobayashi, G. Zhai","doi":"10.1109/CDC.2004.1428875","DOIUrl":"https://doi.org/10.1109/CDC.2004.1428875","url":null,"abstract":"Based on the genetic programming (GP), a new design method of optimal and/or robust controllers of nonlinear systems is proposed. First we introduce a new type of genetic programming, which is called \"differential GP\". The differential GP combines the conventional GP with an automatic differentiation scheme, so that it can solve Hamilton-Jacobi-Bellman (HJB)/Hamilton-Jacobi-Isaacs (HJI)/Francis - Byrnes - Isidori (FBI) equations. Our design method is mainly based on the differential GP technique, and so it gives us a new possibility of the HJB/HJI/FBI based design techniques. Lastly, the effectiveness of the differential GP based design method is demonstrated through some design examples of nonlinear systems.","PeriodicalId":254457,"journal":{"name":"2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121022153","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: 10
Optimal allocation of a divisible good to strategic buyers 可分商品对战略购买者的最优分配
Pub Date : 2004-12-01 DOI: 10.1109/CDC.2004.1428878
S. Sanghavi, B. Hajek
We address the problem of allocating a divisible resource to buyers who value the quantity they receive, but strategize to maximize their net payoff (value minus payment). An allocation mechanism is used to allocate the resource based on bids declared by the buyers. The bids are equal to the payments, and the buyers are assumed to be in Nash equilibrium. For two buyers such an allocation mechanism is found that guarantees that the aggregate value is always greater than 7/8 of the maximum possible, and it is shown that no other mechanism achieves a larger ratio. For a general finite number of buyers an allocation mechanism is given and an expression is given for its worst case efficiency. For three buyers the expression evaluates to 0.8737, for four buyers to 0.8735 and numerical computations suggest that the numerical value does not decrease when the number of buyers is increased beyond four. A potential application of this work is the allocation of communication bandwidth on a single link.
我们解决的问题是分配一个可分割的资源给买家谁重视他们收到的数量,但策略最大化他们的净收益(价值减去付款)。分配机制用于根据买方声明的出价分配资源。出价等于支付,假设买者处于纳什均衡。对于两个买家,这样的分配机制保证了总价值总是大于最大可能值的7/8,并且没有其他机制能达到更大的比例。对于一般有限数量的购买者,给出了分配机制及其最坏情况效率表达式。对于三个买家,表达式的计算结果为0.8737,对于四个买家,表达式的计算结果为0.8735,数值计算表明,当买家数量增加到四个以上时,数值并不减少。这项工作的一个潜在应用是在单个链路上分配通信带宽。
{"title":"Optimal allocation of a divisible good to strategic buyers","authors":"S. Sanghavi, B. Hajek","doi":"10.1109/CDC.2004.1428878","DOIUrl":"https://doi.org/10.1109/CDC.2004.1428878","url":null,"abstract":"We address the problem of allocating a divisible resource to buyers who value the quantity they receive, but strategize to maximize their net payoff (value minus payment). An allocation mechanism is used to allocate the resource based on bids declared by the buyers. The bids are equal to the payments, and the buyers are assumed to be in Nash equilibrium. For two buyers such an allocation mechanism is found that guarantees that the aggregate value is always greater than 7/8 of the maximum possible, and it is shown that no other mechanism achieves a larger ratio. For a general finite number of buyers an allocation mechanism is given and an expression is given for its worst case efficiency. For three buyers the expression evaluates to 0.8737, for four buyers to 0.8735 and numerical computations suggest that the numerical value does not decrease when the number of buyers is increased beyond four. A potential application of this work is the allocation of communication bandwidth on a single link.","PeriodicalId":254457,"journal":{"name":"2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601)","volume":"142 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131624147","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: 87
Port Hamiltonian formulation of infinite dimensional systems I. Modeling 无穷维系统的波特哈密顿公式1 .建模
Pub Date : 2004-12-01 DOI: 10.1109/CDC.2004.1429324
A. Macchelli, A. Schaft, C. Melchiorri
In this paper, some new results concerning the modeling of distributed parameter systems in port Hamiltonian form are presented. The classical finite dimensional port Hamiltonian formulation of a dynamical system is generalized in order to cope with the distributed parameter and multivariable case. The resulting class of infinite dimensional systems is quite general, thus allowing the description of several physical phenomena, such as heat conduction, piezoelectricity and elasticity. Furthermore, classical PDEs can be rewritten within this framework. The key point is the generalization of the notion of finite dimensional Dirac structure in order to deal with an infinite dimensional space of power variables.
本文给出了分布参数系统在端口哈密顿形式下建模的一些新结果。为了处理分布参数和多变量情况,对动力系统的经典有限维端口哈密顿公式进行了推广。由此产生的无限维系统类是相当普遍的,从而允许描述几种物理现象,如热传导,压电和弹性。此外,经典的pde可以在这个框架内重写。关键是推广有限维狄拉克结构的概念,以处理幂变量的无限维空间。
{"title":"Port Hamiltonian formulation of infinite dimensional systems I. Modeling","authors":"A. Macchelli, A. Schaft, C. Melchiorri","doi":"10.1109/CDC.2004.1429324","DOIUrl":"https://doi.org/10.1109/CDC.2004.1429324","url":null,"abstract":"In this paper, some new results concerning the modeling of distributed parameter systems in port Hamiltonian form are presented. The classical finite dimensional port Hamiltonian formulation of a dynamical system is generalized in order to cope with the distributed parameter and multivariable case. The resulting class of infinite dimensional systems is quite general, thus allowing the description of several physical phenomena, such as heat conduction, piezoelectricity and elasticity. Furthermore, classical PDEs can be rewritten within this framework. The key point is the generalization of the notion of finite dimensional Dirac structure in order to deal with an infinite dimensional space of power variables.","PeriodicalId":254457,"journal":{"name":"2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122961725","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: 55
Approaches to vision-based formation control 基于视觉的编队控制方法
Pub Date : 2004-12-01 DOI: 10.1109/CDC.2004.1430280
E.N. Johnson, A. Calise, R. Sattigeri, Y. Watanabe, V. Madyastha
This paper implements several methods for performing vision-based formation flight control of multiple aircraft in the presence of obstacles. No information is communicated between aircraft, and only passive 2-D vision information is available to maintain formation. The methods for formation control rely either on estimating the range from 2-D vision information by using extended Kalman Filters or directly regulating the size of the image subtended by a leader aircraft on the image plane. When the image size is not a reliable measurement, especially at large ranges, we consider the use of bearing-only information. In this case, observability with respect to the relative distance between vehicles is accomplished by the design of a time-dependent formation geometry. To improve the robustness of the estimation process with respect to unknown leader aircraft acceleration, we augment the EKF with an adaptive neural network. 2-D and 3-D simulation results are presented that illustrate the various approaches.
本文实现了几种基于视觉的多机编队飞行控制方法。飞机之间没有信息通信,只有被动的二维视觉信息可用来保持编队。编队控制方法要么依赖于利用扩展卡尔曼滤波器估计二维视觉信息的距离,要么依赖于直接调节领头飞机在图像平面上的图像尺寸。当图像尺寸不是可靠的测量时,特别是在大范围内,我们考虑使用纯方位信息。在这种情况下,车辆之间相对距离的可观测性是通过设计随时间变化的地层几何形状来实现的。为了提高未知先导机加速度估计过程的鲁棒性,我们用自适应神经网络增强了EKF。二维和三维仿真结果说明了各种方法。
{"title":"Approaches to vision-based formation control","authors":"E.N. Johnson, A. Calise, R. Sattigeri, Y. Watanabe, V. Madyastha","doi":"10.1109/CDC.2004.1430280","DOIUrl":"https://doi.org/10.1109/CDC.2004.1430280","url":null,"abstract":"This paper implements several methods for performing vision-based formation flight control of multiple aircraft in the presence of obstacles. No information is communicated between aircraft, and only passive 2-D vision information is available to maintain formation. The methods for formation control rely either on estimating the range from 2-D vision information by using extended Kalman Filters or directly regulating the size of the image subtended by a leader aircraft on the image plane. When the image size is not a reliable measurement, especially at large ranges, we consider the use of bearing-only information. In this case, observability with respect to the relative distance between vehicles is accomplished by the design of a time-dependent formation geometry. To improve the robustness of the estimation process with respect to unknown leader aircraft acceleration, we augment the EKF with an adaptive neural network. 2-D and 3-D simulation results are presented that illustrate the various approaches.","PeriodicalId":254457,"journal":{"name":"2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126833725","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: 62
Asymptotic stabilization of a five-link, four-actuator, planar bipedal runner 五连杆四作动器平面双足流道的渐近稳定
Pub Date : 2004-12-01 DOI: 10.1109/CDC.2004.1428647
C. Chevallereau, E. Westervelt, J. Grizzle
Provably asymptotically-stable running-gaits are developed for the five-link, four-actuator bipedal robot, RABBIT. A controller is designed so that the Poincare return map associated with the running gait can be computed on the basis of a model with impulse-effects that, previously, had been used only for the design of walking gaits. This feedback design leads to the notion of a hybrid zero dynamics (HZD) for running and to the closed-form computation of the Poincare return map on the zero dynamics. The main theorem is illustrated via simulation. Animations of the obtained running motion are available on the Web.
研究了五连杆四驱动双足机器人RABBIT的渐近稳定运动步态。设计了一种控制器,使与跑步步态相关的庞加莱返回图可以在具有脉冲效应的模型的基础上计算,这种模型以前只用于步行步态的设计。这种反馈设计导致了混合零动力学(HZD)的概念,以及零动力学上庞加莱返回映射的封闭形式计算。通过仿真说明了主要定理。获得的跑步动作的动画可以在网络上获得。
{"title":"Asymptotic stabilization of a five-link, four-actuator, planar bipedal runner","authors":"C. Chevallereau, E. Westervelt, J. Grizzle","doi":"10.1109/CDC.2004.1428647","DOIUrl":"https://doi.org/10.1109/CDC.2004.1428647","url":null,"abstract":"Provably asymptotically-stable running-gaits are developed for the five-link, four-actuator bipedal robot, RABBIT. A controller is designed so that the Poincare return map associated with the running gait can be computed on the basis of a model with impulse-effects that, previously, had been used only for the design of walking gaits. This feedback design leads to the notion of a hybrid zero dynamics (HZD) for running and to the closed-form computation of the Poincare return map on the zero dynamics. The main theorem is illustrated via simulation. Animations of the obtained running motion are available on the Web.","PeriodicalId":254457,"journal":{"name":"2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601)","volume":"190 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131461576","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: 27
Measurement feedback controller design to achieve input to state stability 测量反馈控制器设计,实现输入到状态的稳定
Pub Date : 2004-12-01 DOI: 10.1109/CDC.2004.1428795
Shoudong Huang, M. James, D. Nešić, P. Dower
An approach for design of measurement feedback controllers achieving input-to-state (ISS) stability properties is presented. A synthesis procedure based on dynamic programming is given. We make use of recently developed results on controller synthesis to achieve uniform l/sup /spl infin// bound (Huang and James, 2003). Our results make an important connection between the ISS literature and nonlinear H/sup /spl infin// design methods.
提出了一种测量反馈控制器的设计方法,实现了输入到状态(ISS)的稳定性。给出了一种基于动态规划的综合方法。我们利用最近开发的控制器合成的结果来实现均匀的l/sup /spl in// bound (Huang and James, 2003)。我们的结果在ISS文献和非线性H/sup /spl设计方法之间建立了重要的联系。
{"title":"Measurement feedback controller design to achieve input to state stability","authors":"Shoudong Huang, M. James, D. Nešić, P. Dower","doi":"10.1109/CDC.2004.1428795","DOIUrl":"https://doi.org/10.1109/CDC.2004.1428795","url":null,"abstract":"An approach for design of measurement feedback controllers achieving input-to-state (ISS) stability properties is presented. A synthesis procedure based on dynamic programming is given. We make use of recently developed results on controller synthesis to achieve uniform l/sup /spl infin// bound (Huang and James, 2003). Our results make an important connection between the ISS literature and nonlinear H/sup /spl infin// design methods.","PeriodicalId":254457,"journal":{"name":"2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133305319","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
Stabilization of a coordinated network of rotating rigid bodies 旋转刚体协调网络的稳定
Pub Date : 2004-12-01 DOI: 10.1109/CDC.2004.1429530
Sujit Nair, Naomi Ehrich Leonard
In this paper we present a stabilizing and coordinating control law for a network of spinning rigid bodies with unstable dynamics. The control law stabilizes each rigid body to spin about its unstable, intermediate axis while also aligning all of the spinning rigid bodies so that their orientations in inertial space are identical. The control law is derived using kinetic energy shaping for stabilization and potential shaping for coupling. The coupled system is Lagrangian with symmetry, and energy methods are used to prove stability and coordinated behavior.
本文给出了具有不稳定动力学的自旋刚体网络的稳定协调控制律。控制律稳定每个刚体围绕其不稳定的中间轴旋转,同时对齐所有旋转的刚体,使它们在惯性空间中的方向相同。采用动能整形实现稳定化,势能整形实现耦合,推导出控制律。耦合系统是对称的拉格朗日系统,用能量法证明了系统的稳定性和协调行为。
{"title":"Stabilization of a coordinated network of rotating rigid bodies","authors":"Sujit Nair, Naomi Ehrich Leonard","doi":"10.1109/CDC.2004.1429530","DOIUrl":"https://doi.org/10.1109/CDC.2004.1429530","url":null,"abstract":"In this paper we present a stabilizing and coordinating control law for a network of spinning rigid bodies with unstable dynamics. The control law stabilizes each rigid body to spin about its unstable, intermediate axis while also aligning all of the spinning rigid bodies so that their orientations in inertial space are identical. The control law is derived using kinetic energy shaping for stabilization and potential shaping for coupling. The coupled system is Lagrangian with symmetry, and energy methods are used to prove stability and coordinated behavior.","PeriodicalId":254457,"journal":{"name":"2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115353240","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: 28
Closed-loop optimal control law for discrete-time LQG problems with a mean-variance objective 具有均值-方差目标的离散LQG问题闭环最优控制律
Pub Date : 2004-12-01 DOI: 10.1109/CDC.2004.1428731
Duan Li, F. Qian
The classical linear-quadratic Gaussian problem is reexamined in this paper with a purpose to better control the dispersion of its randomly valued performance index. A closed-loop optimal control law is derived for discrete time linear-quadratic Gaussian problems with a mean-variance objective, by developing a nested form of the variance and using nonlinear mathematical programming as a solution scheme.
本文重新研究了经典的线性二次高斯问题,以更好地控制其随机值性能指标的离散性。通过建立方差的嵌套形式,采用非线性数学规划作为求解方案,推导出具有均值-方差目标的离散时间线性二次高斯问题的闭环最优控制律。
{"title":"Closed-loop optimal control law for discrete-time LQG problems with a mean-variance objective","authors":"Duan Li, F. Qian","doi":"10.1109/CDC.2004.1428731","DOIUrl":"https://doi.org/10.1109/CDC.2004.1428731","url":null,"abstract":"The classical linear-quadratic Gaussian problem is reexamined in this paper with a purpose to better control the dispersion of its randomly valued performance index. A closed-loop optimal control law is derived for discrete time linear-quadratic Gaussian problems with a mean-variance objective, by developing a nested form of the variance and using nonlinear mathematical programming as a solution scheme.","PeriodicalId":254457,"journal":{"name":"2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125490660","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: 12
Identifiability of motion parameters under perspective stereo vision 透视立体视觉下运动参数的可识别性
Pub Date : 2004-12-01 DOI: 10.1109/CDC.2004.1429277
H. Kano, H. Fujioka, Xinkai Chen
We consider a problem of recovering motion of object moving in space under perspective observation. It is assumed that the motion equation is described by a linear system with unknown constant motion parameters and that a single feature point on the object is perspectively observed by two cameras. Then we analyze the identifiability of motion parameters from the stereo image data observed over an interval of time. The identifiability problem is solved by employing theories on linear dynamical systems. It is shown that the parameters are identifiable generically. Moreover, the only cases where the parameters can not be determined uniquely imply very much restrictive motions, confined either in certain planes or lines, in which case any identification algorithms will fail. Moreover whenever the parameters can be determined uniquely, the parameters can be recovered from stereo image data over any time interval of arbitrary length. The problem is also analyzed in discrete-time settings, which can be used far the case of continuous-time motion with discrete-time observations.
研究了透视观测下空间运动物体的运动恢复问题。假设运动方程是用一个未知恒定运动参数的线性系统来描述的,物体上的单个特征点由两台摄像机透视观察。然后,我们从一段时间内观察到的立体图像数据中分析运动参数的可识别性。利用线性动力系统的理论解决了可辨识性问题。结果表明,参数是一般可识别的。此外,参数不能唯一确定的唯一情况意味着非常严格的运动,限制在某些平面或直线上,在这种情况下,任何识别算法都将失败。此外,只要参数能够唯一确定,则可以在任意长度的任何时间间隔内从立体图像数据中恢复参数。本文还分析了离散时间设置下的问题,该方法可用于具有离散时间观测的连续时间运动的情况。
{"title":"Identifiability of motion parameters under perspective stereo vision","authors":"H. Kano, H. Fujioka, Xinkai Chen","doi":"10.1109/CDC.2004.1429277","DOIUrl":"https://doi.org/10.1109/CDC.2004.1429277","url":null,"abstract":"We consider a problem of recovering motion of object moving in space under perspective observation. It is assumed that the motion equation is described by a linear system with unknown constant motion parameters and that a single feature point on the object is perspectively observed by two cameras. Then we analyze the identifiability of motion parameters from the stereo image data observed over an interval of time. The identifiability problem is solved by employing theories on linear dynamical systems. It is shown that the parameters are identifiable generically. Moreover, the only cases where the parameters can not be determined uniquely imply very much restrictive motions, confined either in certain planes or lines, in which case any identification algorithms will fail. Moreover whenever the parameters can be determined uniquely, the parameters can be recovered from stereo image data over any time interval of arbitrary length. The problem is also analyzed in discrete-time settings, which can be used far the case of continuous-time motion with discrete-time observations.","PeriodicalId":254457,"journal":{"name":"2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127735828","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
期刊
2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601)
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