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Implementation of a multi-drone system for UWB-based onboard localization with free structural anchors 利用自由结构锚实施基于 UWB 的机载定位多无人机系统
IF 3.1 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-08 DOI: 10.1016/j.mechatronics.2024.103234
Nam-Jin Park, Ki-Hyeon Kim, Jeong-Min Ma, Jin-Hee Son, Hyo-Sung Ahn

Ultra-wideband (UWB) sensor-based localization systems have been widely used in various applications that require precise positioning. However, most existing localization systems in the literature have limited coverage areas due to the stationary anchors or ground control station (GCS)-based system. To address this limitation, this paper proposes a mobile UWB-based onboard localization system composed of multi-drones with free structural anchors. In this paper, we introduce the detailed hardware and software configuration of the proposed system, based on the robot operating system (ROS). Moreover, we present a modified multilateration method for real-time onboard localization, which improves the localization performance even in the case of coplanar anchors by adaptively adjusting the number of iterations based on the notion of innovation. Finally, the proposed system is verified through outdoor experiments, and the results are compared with existing localization methods.

基于超宽带(UWB)传感器的定位系统已被广泛应用于各种需要精确定位的应用中。然而,由于采用固定锚点或基于地面控制站(GCS)的系统,大多数现有文献中的定位系统覆盖范围有限。针对这一局限性,本文提出了一种基于 UWB 的移动机载定位系统,该系统由带有自由结构锚的多架无人机组成。本文介绍了基于机器人操作系统(ROS)的拟议系统的详细硬件和软件配置。此外,我们还介绍了一种用于实时机载定位的改进型多方位定位方法,该方法通过基于创新概念自适应调整迭代次数,即使在共面锚点的情况下也能提高定位性能。最后,通过户外实验验证了所提出的系统,并将结果与现有的定位方法进行了比较。
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引用次数: 0
An inflatable soft wearable knee rehabilitation device: Design, fabrication, control and preliminary evaluation 可充气的软性可穿戴膝关节康复装置:设计、制造、控制和初步评估
IF 3.1 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-08-01 DOI: 10.1016/j.mechatronics.2024.103233
Parsa Kabir , Mohammad Zareinejad , Heidar Ali Talebi , Manijeh Soleimanifar

Multiple diseases and injuries can cause knee joint stiffness. Typically, therapists manually move a patient’s lower limb to assist them in regaining range of motion. There are also devices that can be used to aid in the rehabilitation process; however, the majority of them require lengthy rehabilitation sessions or have a fixed axis of rotation that cannot always be aligned with the knee’s moving center of rotation. This work presents the design, fabrication, and evaluation of a soft, inflatable, wearable device without rigid mechanisms that aims to replicate the behavior of the therapist and address the mentioned deficiencies. Two control strategies, passive and assist-as-needed, are defined for the device’s operation. The objective of the passive strategy is to relocate the patient’s knee to the designated position within the specified time. The assist-as-needed strategy, on the other hand, does not interfere if the patient is able to move ahead of the trajectory that the device is following, and only begins to assist when the patient’s limb stops moving. The device underwent experimental testing, and the outcomes were assessed.

多种疾病和损伤都可能导致膝关节僵硬。通常情况下,治疗师会手动移动患者的下肢,帮助他们恢复活动范围。也有一些设备可用于辅助康复过程,但它们大多需要长时间的康复治疗,或者有固定的旋转轴,无法始终与膝关节的移动旋转中心保持一致。这项研究介绍了一种柔软、可充气、无刚性机构的可穿戴设备的设计、制造和评估,旨在复制治疗师的行为并解决上述不足。该装置的运行有两种控制策略,即被动策略和按需辅助策略。被动策略的目标是在指定时间内将病人的膝盖移到指定位置。而 "按需辅助 "策略则是,如果病人能够在设备所跟踪的轨迹前移动,则不进行干预,只有当病人的肢体停止移动时才开始辅助。该装置经过了实验测试,并对结果进行了评估。
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引用次数: 0
In-field gyroscope autocalibration with iterative attitude estimation 利用迭代姿态估计进行场内陀螺仪自动校准
IF 3.1 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-29 DOI: 10.1016/j.mechatronics.2024.103232
Li Wang , Rob Duffield , Deborah Fox , Athena Hammond , Andrew J. Zhang , Wei Xing Zheng , Steven W. Su

This paper presents an efficient in-field calibration method tailored for low-cost triaxial MEMS gyroscopes often used in healthcare applications. Traditional calibration techniques are challenging to implement in clinical settings due to the unavailability of high-precision equipment. Unlike the auto-calibration approaches used for triaxial MEMS accelerometers, which rely on local gravity, gyroscopes lack a reliable reference since the Earth’s self-rotation speed is insufficient for accurate calibration. To address this limitation, we propose a novel method that uses manual rotation of the MEMS gyroscope to a specific angle (360°) as the calibration reference. This approach iteratively estimates the sensor’s attitude without requiring any external equipment. Numerical simulations and empirical tests validate that the calibration error is low and that parameter estimation is unbiased. The method can be implemented in real-time on a low-energy microcontroller and completed in under 30 seconds. Comparative results demonstrate that the proposed technique outperforms existing state-of-the-art methods, achieving scale factor and bias errors of less than 2.5×102 for LSM9DS1 and less than 1×102 for ICM20948.

本文介绍了一种针对医疗保健应用中常用的低成本三轴 MEMS 陀螺仪量身定制的高效现场校准方法。由于缺乏高精度设备,在临床环境中实施传统校准技术具有挑战性。三轴 MEMS 加速度计使用的自动校准方法依赖于本地重力,而陀螺仪则不同,它缺乏可靠的参照物,因为地球的自转速度不足以进行精确校准。为解决这一局限性,我们提出了一种新方法,利用手动将 MEMS 陀螺仪旋转到特定角度(360°)作为校准参考。这种方法无需任何外部设备即可迭代估计传感器的姿态。数值模拟和经验测试验证了校准误差很小,参数估计无偏。该方法可在低能耗微控制器上实时实现,并在 30 秒内完成。比较结果表明,所提出的技术优于现有的最先进方法,其比例因子和偏置误差小于 LSM9DS1,小于 ICM20948。
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引用次数: 0
Twisted String Actuator mechanism with adjustable offset of strings for continuous variable transmission system 用于无级变速系统的可调节弦偏移的扭绳传动机构
IF 3.1 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-26 DOI: 10.1016/j.mechatronics.2024.103227
Dongcheol Shin , Brian Byunghyun Kang , Wansoo Kim

This paper presents a novel TSA mechanism with an adjustable offset between strings, which enables a variable transmission system. TSA is designed to be used in a variety of applications, including exoskeletons, and robotics. The fixed contraction range of TSAs limits their ability to provide comprehensive support. The proposed mechanism overcomes this limitation by adjusting the offset between strings. The mechanism consists of six parts with two motors. Each motor in the mechanism operates to adjust offset with only one motor and operates simultaneously to twist the strings. This enables the contraction range of TSA to be varied a wide range. Furthermore, an analytical model is also introduced for controlling the contraction range of TSA. In the experiment, the proposed mechanism shows the contraction range of TSA to be increased by up to 20%. Additionally, it showed that it is possible to vary the maximum force of TSA by up to 47%. Moreover, the analytical model has a low error. These findings suggest the promising potential for the developed TSA mechanism in a variety of applications.

本文介绍了一种新型 TSA 机构,该机构的弦间偏移量可调,从而实现了可变传动系统。TSA 设计用于各种应用,包括外骨骼和机器人。TSA 的固定收缩范围限制了其提供全面支持的能力。所提出的机构通过调整弦之间的偏移克服了这一限制。该机构由六个部分和两个电机组成。该机构中的每个电机仅用一个电机调节偏移量,并同时扭转琴弦。这使得 TSA 的收缩范围可在很大范围内变化。此外,还介绍了控制 TSA 收缩范围的分析模型。在实验中,所提出的机制显示 TSA 的收缩范围最多可增加 20%。此外,实验还表明,TSA 的最大作用力最多可改变 47%。此外,分析模型的误差很小。这些研究结果表明,所开发的 TSA 机制在各种应用中具有广阔的潜力。
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引用次数: 0
VARISA - A VARIable Stiffness soft robotics Arm based on inverse pneumatic actuators and differential drive fiber jamming VARISA - 基于反向气动致动器和差分驱动纤维干扰的可变刚度软机械臂
IF 3.1 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-23 DOI: 10.1016/j.mechatronics.2024.103230
Luca Arleo, Matteo Cianchetti

Variable stiffness technologies are promising to fill the existing gap between the capabilities of robots based on soft materials and real-case applications, which may require high stiffness in specific working phases or conditions. Among these technologies, jamming transition emerged as a suitable option for devices that are intended to experience large deformations. Building upon the first version of the already introduced variable stiffness linear actuator (based on the combination of inverse pneumatic artificial muscles, fiber jamming, and positive pressure jamming), here we present the design of the VARISA, a novel multidirectional modular soft arm with tuneable stiffness. A tailored fabrication process, considered also in the design choices, is reported. Both the single module, made of three actuators, and the arm, which consists of two modules connected in series, were tested to assess deformability and variable stiffness capabilities. VARISA is 45 mm in diameter and 285 mm in length and it reached 100 mm of elongation and 82 degrees of maximum bending angle, covering a 300 mm wide workspace. Moreover, it achieved a stiffness variation close to one order of magnitude (a maximum stiffness ratio of 9.57) and, in particular, the possibility to tune the absolute stiffness between 0.06 and 0.52 N/mm in bent configuration.

可变刚度技术有望填补基于软材料的机器人能力与实际应用之间的现有差距,因为实际应用可能需要在特定工作阶段或条件下具有高刚度。在这些技术中,干扰过渡技术是一种适用于需要经历大变形的设备的技术。在已推出的第一版可变刚度线性致动器(基于反向气动人工肌肉、纤维干扰和正压干扰的组合)的基础上,我们在此介绍 VARISA 的设计,这是一种具有可调刚度的新型多向模块化软臂。报告还介绍了在设计选择中考虑到的定制制造工艺。对由三个致动器组成的单个模块和由两个模块串联组成的软臂进行了测试,以评估其变形能力和可变刚度能力。VARISA 的直径为 45 毫米,长度为 285 毫米,在 300 毫米宽的工作空间内可达到 100 毫米的伸长率和 82 度的最大弯曲角。此外,它还实现了接近一个数量级的刚度变化(最大刚度比为 9.57),特别是在弯曲配置中,绝对刚度可在 0.06 至 0.52 N/mm 之间调节。
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引用次数: 0
Simultaneous compensation of geometric and compliance errors for robotics with consideration of variable payload effects 同时补偿机器人的几何误差和顺应误差,并考虑可变有效载荷效应
IF 3.1 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-20 DOI: 10.1016/j.mechatronics.2024.103228
Hung-Ming Li , Chien-Kuan Liu , Yong-Chun Yang , Meng-Shiun Tsai

In order to satisfy the high accuracy requirements of robotic applications, it is necessary to consider not only the geometric errors but also the compliance errors which are caused by the self-gravity of the link and the external payloads. A general error model is developed based on the modified Denavit-Hartenberg (DH) model. For the parameters in the error model, there is a coupling between the compliance coefficients and the link parameters, making it difficult to use only the compliance coefficients to compute the compliance errors due to external payloads. As the external payload for the robot manipulator varies, the parameter identification of the model should be conducted again. In this paper, a novel algorithm using a variable payload method is proposed to first identify the compliance coefficients using different payloads and end effector position information. Second, the kinematic parameter errors and link parameters are identified with the given compliance coefficients. Then, the algorithm generates a modified trajectory using the calibrated DH tables for the precision compensation. Simulation and experimental results demonstrate that the positioning accuracy can be improved by 80 % to 90 % even under different payloads. The root mean square, mean, maximum, and standard deviation of the residual errors by using the proposed algorithm could outperform the conventional kinematic algorithm.

为了满足机器人应用的高精度要求,不仅要考虑几何误差,还要考虑链路和外部有效载荷的自重力造成的顺应误差。基于改进的 Denavit-Hartenberg (DH) 模型,我们建立了一个通用误差模型。对于误差模型中的参数,顺应系数和链接参数之间存在耦合,因此很难只使用顺应系数来计算外部有效载荷造成的顺应误差。随着机器人操纵器外部有效载荷的变化,应重新对模型进行参数识别。本文提出了一种使用可变有效载荷方法的新型算法,首先使用不同有效载荷和末端效应器位置信息识别顺应性系数。其次,利用给定的顺应系数确定运动参数误差和链接参数。然后,该算法利用校准的 DH 表生成修正轨迹,以进行精度补偿。仿真和实验结果表明,即使在不同的有效载荷下,定位精度也能提高 80% 至 90%。使用所提出的算法,残余误差的均方根、平均值、最大值和标准偏差都优于传统的运动学算法。
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引用次数: 0
Hardware-in-the-Loop pantograph tests with general overhead contact line geometry 一般架空接触线几何形状的硬件在环受电弓测试
IF 3.1 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-19 DOI: 10.1016/j.mechatronics.2024.103231
M. Tur , S. Gregori , A. Correcher , J. Gil , A. Pedrosa , F.J. Fuenmayor

Hardware-in-the-loop testing serves as a method to examine the dynamic interaction between the pantograph and catenary within controlled laboratory environments. This task involves measuring the force from the pantograph, using a real-time catenary model to determine the next pantograph position, and generating the desired pantograph movement to complete the loop. To address potential instability issues arising from communication delays and the inherent stiffness in the interaction with pantograph strips, a mass–spring system and a Linear Quadratic Gaussian controller are integrated into the system. The catenary is a finite element model of a complete section, incorporating the non-linearity introduced by dropper slackening. Validation of the results demonstrates a good level of accuracy in the HiL test approach within the frequency range of 0–20 Hz.

硬件在环测试是一种在受控实验室环境中检查受电弓和导线之间动态互动的方法。这项任务包括测量来自受电弓的力,使用实时导管架模型确定下一个受电弓位置,并产生所需的受电弓运动以完成环路。为了解决因通信延迟和与受电弓带相互作用的固有刚度而产生的潜在不稳定性问题,系统中集成了质量弹簧系统和线性二次高斯控制器。导管架是一个完整断面的有限元模型,其中包含了垂吊松弛带来的非线性。结果验证表明,在 0-20 Hz 频率范围内,HiL 测试方法具有良好的准确性。
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引用次数: 0
Enhancement of electromechanical load-leveling suspensions for automotive applications using reversible transmission mechanisms 利用可逆传动机构增强汽车应用中的机电式负载平衡悬挂系统
IF 3.1 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-18 DOI: 10.1016/j.mechatronics.2024.103229
Raffaele Manca , Sanjarbek Ruzimov , Renato Galluzzi , Luis M. Castellanos Molina , Nicola Amati , Andrea Tonoli

This paper presents an electromechanical height adjustment system for vehicles. The proposed design acts on the spring holder of the automotive suspension by means of a reversible ball-screw transmission. This actuator falls within the load-leveling category of suspensions, which becomes relevant in instances where the vehicle enters different terrains, driving conditions, or travel speeds. Furthermore, it could ease accessibility for passengers and goods. To provide reversibility, the actuation system relies on a ball-screw mechanism. It increases the overall efficiency of the actuator, which in turn, implies faster actuation times and lower power consumption. To avoid back-drivability when not needed, a highly integrated and compact locking clutch is engaged. This component provides a fail-safe feature to the suspension, even in the absence of electricity. The clutch is controlled by means of an electromagnet, which is also used to estimate its locking state by measuring the inductance of its magnetic circuit. The proposed solution is compared to a very similar irreversible configuration, where the ball-screw is replaced by a power screw with trapezoidal profile. Experiments demonstrate the benefits of the reversible ball-screw transmission in terms of actuation time (two times faster) and average efficiency (three times more efficient) when compared to the irreversible alternative. The functionality and state estimation of the locking clutch is also validated.

本文介绍了一种用于汽车的机电式高度调节系统。所提出的设计通过可逆滚珠丝杠传动装置作用于汽车悬架的弹簧架。该传动装置属于悬挂系统中的负载均衡类别,在车辆进入不同地形、驾驶条件或行驶速度的情况下具有相关性。此外,它还可以方便乘客和货物的进出。为了提供可逆性,驱动系统采用了滚珠丝杠机构。它提高了致动器的整体效率,从而意味着更快的致动时间和更低的功耗。为避免在不需要时出现反向驱动,采用了高度集成的紧凑型锁定离合器。即使在无电的情况下,该部件也能为悬挂装置提供故障安全保护。离合器由电磁铁控制,电磁铁还可通过测量其磁路电感来估计其锁定状态。我们将所提出的解决方案与非常类似的不可逆配置进行了比较,在后者中,滚珠丝杠被梯形动力丝杠所取代。实验证明,与不可逆替代方案相比,可逆滚珠丝杠传动在启动时间(快两倍)和平均效率(高出三倍)方面具有优势。锁定离合器的功能和状态估计也得到了验证。
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引用次数: 0
Model-based approach for indentation on soft electronic skin 基于模型的电子软皮肤压痕方法
IF 3.3 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-15 DOI: 10.1016/j.mechatronics.2024.103225
Chiara Micheli, Giovanni Berselli, Lucia Seminara
The primary objective of this research is to develop a model-based framework for the indentation on the surface of a soft electronic skin. In the current paper, the model has been applied to a soft electronic skin embedding piezoelectric polymer (PVDF, polyvinylidene fluoride) transducers. We revisit in a dimensionless fashion an analytical solution of the problem presented in a previous contribution for a normal force (frictionless case) and extend the analysis to account for a tangential component of the contact force (frictional case). First, the transmission of Hertzian distributed forces through the skin elastomer layer to a PVDF transducer is analyzed, assuming a half-space model for the elastomer. Then, the above mathematical formulation has been employed to perform extensive FEM simulations such to extend the analytical solutions for the half-space case to the real configuration where the elastomer layer has finite thickness and the transducer is not necessarily vertically aligned with the indenter. The model is applied to the case of a dragon skin, a well-known soft alternative to the silicone-based PDMS e-skin discussed in the previous paper. The model can be easily extended to other sensor types, provided the transducer is integrated on a rigid substrate and converts the pressure acting on its upper surface into a proportional electrical signal. The present framework is a first step towards the construction of a general design tool for soft electronic skins based on pressure transducers, regardless of the specific transducer type and material employed for the soft cover.
这项研究的主要目的是为软电子皮肤表面的压痕建立一个基于模型的框架。在本文中,该模型被应用于嵌入压电聚合物(PVDF,聚偏氟乙烯)传感器的软电子皮层。我们以无量纲的方式重温了前一篇论文中提出的法向力(无摩擦情况)问题的分析解决方案,并将分析扩展到接触力的切向分量(有摩擦情况)。首先,假设弹性体为半空间模型,分析赫兹分布力通过表皮弹性体层传递到 PVDF 传感器的情况。然后,利用上述数学公式进行大量有限元模拟,将半空间情况下的分析解法扩展到实际配置中,即弹性体层具有有限厚度,传感器不一定与压头垂直对齐。该模型适用于龙皮的情况,龙皮是上一篇论文中讨论的硅基 PDMS 电子龙皮的一种众所周知的软质替代品。只要传感器集成在刚性基板上,并能将作用在其上表面的压力转换成成比例的电信号,该模型就能轻松扩展到其他类型的传感器。本框架是构建基于压力传感器的软电子皮肤通用设计工具的第一步,与传感器的具体类型和软外壳采用的材料无关。
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引用次数: 0
A novel concurrent learning-based fixed-time convergent visual depth observer for weakly persistently exciting perspective dynamical systems 基于并发学习的新型固定时间收敛视觉深度观测器,适用于弱持续激发透视动力系统
IF 3.1 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-07-13 DOI: 10.1016/j.mechatronics.2024.103226
Jishnu Keshavan , Vidhant Sharma

The problem of synthesizing a fixed-time depth observer based on monocular image feedback is considered in this study. The key challenge lies in the fact that the perspective dynamical system used to model visual motion is typically characterized as being weakly persistently exciting, which complicates observer synthesis. Furthermore, the key to achieving the task objective (safe obstacle avoidance, for instance) lies in the synthesis of a depth observer that achieves rapid convergence of the (static) obstacle depth estimate to the ground truth in a known fixed-time. To address these challenges, and in contrast with prior schemes that rely on a motion-restrictive persistency of excitation (PE) condition for ensuring exponential convergence, a novel adaptive observer framework is considered in this study that incorporates a concurrent learning (CL) term for ensuring fixed-time observer convergence. In particular, the use of concurrent learning allows for the synthesis of a relaxed finite-time excitation condition that relies on historical data recorded over a dynamic sliding window in the recent past that the proposed observer relies on to ensure fixed-time convergence. Thus, a continuous-time reduced-order observer formulation is presented that relies on camera motion data to achieve fixed-time convergence to a uniform ultimate bound for a suitably large choice of the observer gains. Experimental results are used to demonstrate the efficacy of the proposed scheme in the presence of significant measurement noise. A performance comparison study is also undertaken to demonstrate superior performance of the proposed scheme compared to leading alternative designs. Finally, the practical applicability of the proposed scheme is verified by incorporating the proposed scheme within a reactive navigation scheme to accomplish obstacle avoidance. By incorporating a suitably informative CL term within the observer framework, the proposed scheme eliminates the need to rely on a difficult-to-verify PE condition, thus rendering it more suitable for practical applications like visual target-tracking and visual servo control.

本研究考虑了基于单眼图像反馈合成固定时间深度观测器的问题。关键的挑战在于,用于模拟视觉运动的透视动力系统通常被描述为弱持续兴奋,这使得观测器的合成变得复杂。此外,实现任务目标(例如安全避开障碍物)的关键在于合成一个深度观测器,使(静态)障碍物深度估计值在已知的固定时间内快速收敛到地面实况。为了应对这些挑战,与之前依赖于运动限制性激励持续性(PE)条件来确保指数收敛的方案不同,本研究考虑了一种新的自适应观测器框架,其中包含一个并发学习(CL)项,以确保观测器在固定时间内收敛。特别是,并发学习的使用允许合成一个宽松的有限时间激励条件,该条件依赖于近期动态滑动窗口中记录的历史数据,拟议的观测器依靠这些数据确保固定时间收敛。因此,本文提出了一种连续时间降阶观测器公式,它依靠摄像机运动数据实现固定时间收敛,在观测器增益选择适当大的情况下,达到统一的终极约束。实验结果证明了所提方案在测量噪声较大的情况下的有效性。此外,还进行了性能比较研究,以证明与其他领先设计相比,所提出的方案具有更优越的性能。最后,通过将所提方案纳入反应式导航方案以实现避障,验证了所提方案的实际应用性。通过在观测器框架中加入适当的信息性 CL 项,拟议方案无需依赖难以验证的 PE 条件,因此更适合视觉目标跟踪和视觉伺服控制等实际应用。
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引用次数: 0
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