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关键词

下肢机器人；捕获点；步态相位；人机系统平衡 1

下肢；外骨骼；自平衡；双足行走；模块化设计 1

仿人机器人 1

传感引导；下肢外骨骼；人体传感网络；步态同步；体重支撑 1

叶片伸缩式步行轮 1

叶片弹簧 1

外骨骼；物理人机交互；力矩传感器；人体步态；卡尔曼平滑器 1

崎岖地面行走 1

性能优化 1

月球车 1

楼板振动 1

模态振型 1

步态切换；欠驱动3D双足机器人；基于事件的反馈控制器；自适应控制律 1

步态识别；分块算法；步态模板；步态分析；步态能量图；深度卷积神经网络；生物特征识别；模式识别 1

步行力 1

滑雪式步态 1

特种智能载具 1

空心板 1

组合梁 1

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Modeling and simulation of normal and hemiparetic gait

Lely A. LUENGAS,Esperanza CAMARGO,Giovanni SANCHEZ

《机械工程前沿（英文）》 2015年第10卷第3期页码 233-241 doi: 10.1007/s11465-015-0343-0

摘要：

Gait is the collective term for the two types of bipedal locomotion, walking and running. This paper is focused on walking. The analysis of human gait is of interest to many different disciplines, including biomechanics, human-movement science, rehabilitation and medicine in general. Here we present a new model that is capable of reproducing the properties of walking, normal and pathological. The aim of this paper is to establish the biomechanical principles that underlie human walking by using Lagrange method. The constraint forces of Rayleigh dissipation function, through which to consider the effect on the tissues in the gait, are included. Depending on the value of the factor present in the Rayleigh dissipation function, both normal and pathological gait can be simulated. First of all, we apply it in the normal gait and then in the permanent hemiparetic gait. Anthropometric data of adult person are used by simulation, and it is possible to use anthropometric data for children but is necessary to consider existing table of anthropometric data. Validation of these models includes simulations of passive dynamic gait that walk on level ground. The dynamic walking approach provides a new perspective of gait analysis, focusing on the kinematics and kinetics of gait. There have been studies and simulations to show normal human gait, but few of them have focused on abnormal, especially hemiparetic gait. Quantitative comparisons of the model predictions with gait measurements show that the model can reproduce the significant characteristics of normal gait.

关键词： bipedal gait biomechanics dynamic walking gait model human gait hemiparetic human gait

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An experimental analysis of human straight walking

Tao LI, Marco CECCARELLI

《机械工程前沿（英文）》 2013年第8卷第1期页码 95-103 doi: 10.1007/s11465-013-0357-4

摘要：

In this paper, an experimental analysis of human straight walking has been presented. Experiments on human walking were carried out by using Cassino tracking system which is a passive cable-based measuring system. This system is adopted because it is capable of both pose and wrench measurements with fairly simple monitoring of operation. By using experimental results, trajectories of a human limb extremity and its posture have been analyzed; forces that are exerted against cables by the limb of a person under test have been measured by force sensors as well. Furthermore, by using experimental tests, modeling and characterization of the human straight walking gait have been proposed.

关键词： human locomotion walking gait characterization humanoid robot biped robot

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基于表面肌电信号的行走环境与步态周期识别 Special Feature on Intelligent Robats

Seulki KYEONG, Wonseok SHIN, Minjin YANG, Ung HEO, Ji-rou FENG, Jung KIM

《信息与电子工程前沿（英文）》 2019年第20卷第3期页码 342-352 doi: 10.1631/FITEE.1800601

摘要：在外骨骼机器人控制研究中，识别及预测操作者运动意图是一项很大挑战。外骨骼机器人是一种检测和驱动人体运动的机械动力装置，因其复杂的人机交互技术，需要使用很多不同类型传感器。当使用各种传感器时，需要选择数据类型以进行有效传感。肌电信号能在实际运动做出之前识别预期动作，并且可以缩短外骨骼机器人控制中的时间延迟。为应用下肢外骨骼帮助行走，本文工作旨在使用不同类型传感器（包括表面肌电信号传感器）识别行走环境和区分步态周期。为此，将地面反作用力、人机相互作用力、位置传感器和表面肌电信号传感器相结合，对4个受试者进行步态实验。本文展示了在行走环境与步态周期的识别中使用表面肌电信号及其他类型传感器的实验成果。选择不同传感器类型组合、表面肌电信号传感器不同位置组合以及表面肌电信号不同特征值组合，作为有效数据类型。实验结果表明，与使用单个力学传感器相比，将表面肌电信号传感器与其结合使用，可使识别结果得到很大改善。此外，在3种不同类型传感器的不同组合中，使用表面肌电信号与位置传感器信息的组合得出最高分类准确率。当使用全部4种类型传感器时，行走环境与步态周期分类准确率分别为96.1%与97.8%。在腿部5个表面肌电传感器不同位置组合里，股内侧肌和腓肠肌组合是最有效的2种肌肉类型组合。当仅使用表面肌电信号进行分类时，该组合在行走环境识别实验中，足跟接地前与足趾离地前的情况下，分类准确率分别为74.4%与71.7%；步态周期分类准确率为68%。两组有效的表面肌电信号特征值组合分别是“平均绝对值、过零点数”与“平均绝对值、波形长度”。“平均绝对值、过零点书”特征组合在行走环境识别实验中，在足跟接地前与足趾离地前情况下，分类准确率分别为80%与77.1%；步态周期分类准确率为75.5%。上述结果表明，表面肌电信号可有效用于控制外骨骼机器人。

关键词：行走环境；步态周期；表面肌电信号；外骨骼

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美国国防部先进研究项目局举办的机器人大挑战赛的参与和崎岖地面行走的滑雪式步态 Article

王宏飞, 李诗濛, 郑元芳

《工程（英文）》 2015年第1卷第1期页码 36-45 doi: 10.15302/J-ENG-2015006

摘要：

本文简要介绍了美国国防部先进研究项目局举办的机器人大挑战赛的历史，并将关注的焦点放在了2012机器人挑战赛上。作为该挑战赛DRC-HUBO队的成员，我们为完成崎岖地面的任务提出了不同的方法，如增大脚踏板、转换成四足行走等。同时，本文还介绍了一种帮助提高仿人机器人运动稳定性的新步态——滑雪式步态。本文对该步态的稳定性进行了分析，并利用稳定度裕量从两种备选的步进顺序（爬行-1和爬行-2）中进行选择。接下来，本文对滑雪式步态中冗余的闭链系统进行力/力矩分析，通过最小化总耗能量来确定关节力矩。根据稳定性分析和力/力矩分析，我们设计了一种手杖长度，使其可以支撑HUBO2仿人机器人平台稳定地实现爬行-2步态。最后，通过将本文的试验结果和两足步行进行对比，验证了滑雪式步态的可行性。同时，介绍了我队在该机器人挑战赛上的表现。

关键词：仿人机器人美国国防部先进研究项目局举办的机器人大挑战赛（DRC）崎岖地面行走滑雪式步态

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Landing control method of a lightweight four-legged landing and walking robot

《机械工程前沿（英文）》 2022年第17卷第4期 doi: 10.1007/s11465-022-0707-1

摘要： The prober with an immovable lander and a movable rover is commonly used to explore the Moon’s surface. The rover can complete the detection on relatively flat terrain of the lunar surface well, but its detection efficiency on deep craters and mountains is relatively low due to the difficulties of reaching such places. A lightweight four-legged landing and walking robot called “FLLWR” is designed in this study. It can take off and land repeatedly between any two sites wherever on deep craters, mountains or other challenging landforms that are difficult to reach by direct ground movement. The robot integrates the functions of a lander and a rover, including folding, deploying, repetitive landing, and walking. A landing control method via compliance control is proposed to solve the critical problem of impact energy dissipation to realize buffer landing. Repetitive landing experiments on a five-degree-of-freedom lunar gravity testing platform are performed. Under the landing conditions with a vertical velocity of 2.1 m/s and a loading weight of 140 kg, the torque safety margin is 10.3% and 16.7%, and the height safety margin is 36.4% and 50.1% for the cases with or without an additional horizontal disturbance velocity of 0.4 m/s, respectively. The study provides a novel insight into the next-generation lunar exploration equipment.

关键词： landing and walking robot lunar exploration buffer landing compliance control

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Footholds optimization for legged robots walking on complex terrain

《机械工程前沿（英文）》 2023年第18卷第2期 doi: 10.1007/s11465-022-0742-y

摘要： This paper proposes a novel continuous footholds optimization method for legged robots to expand their walking ability on complex terrains. The algorithm can efficiently run onboard and online by using terrain perception information to protect the robot against slipping or tripping on the edge of obstacles, and to improve its stability and safety when walking on complex terrain. By relying on the depth camera installed on the robot and obtaining the terrain heightmap, the algorithm converts the discrete grid heightmap into a continuous costmap. Then, it constructs an optimization function combined with the robot’s state information to select the next footholds and generate the motion trajectory to control the robot’s locomotion. Compared with most existing footholds selection algorithms that rely on discrete enumeration search, as far as we know, the proposed algorithm is the first to use a continuous optimization method. We successfully implemented the algorithm on a hexapod robot, and verified its feasibility in a walking experiment on a complex terrain.

关键词： footholds optimization legged robot complex terrain adapting hexapod robot locomotion control

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A feasibility study on the design and walking operation of a biped locomotor via dynamic simulation

null

《机械工程前沿（英文）》 2016年第11卷第2期页码 144-158 doi: 10.1007/s11465-016-0391-0

摘要：

A feasibility study on the mechanical design and walking operation of a Cassino biped locomotor is presented in this paper. The biped locomotor consists of two identical 3 degrees-of-freedom tripod leg mechanisms with a parallel manipulator architecture. Planning of the biped walking gait is performed by coordinating the motions of the two leg mechanisms and waist. A three-dimensional model is elaborated in SolidWorks^® environment in order to characterize a feasible mechanical design. Dynamic simulation is carried out in MSC.ADAMS^® environment with the aims of characterizing and evaluating the dynamic walking performance of the proposed design. Simulation results show that the proposed biped locomotor with proper input motions of linear actuators performs practical and feasible walking on flat surfaces with limited actuation and reaction forces between its feet and the ground. A preliminary prototype of the biped locomotor is built for the purpose of evaluating the operation performance of the biped walking gait of the proposed locomotor.

关键词： feasibility study biped locomotor biped walking mechanical design dynamic simulation tripod leg mechanism 3-UPU parallel manipulator

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Image-based fall detection and classification of a user with a walking support system

Sajjad TAGHVAEI, Kazuhiro KOSUGE

《机械工程前沿（英文）》 2018年第13卷第3期页码 427-441 doi: 10.1007/s11465-017-0465-7

摘要：

The classification of visual human action is important in the development of systems that interact with humans. This study investigates an image-based classification of the human state while using a walking support system to improve the safety and dependability of these systems. We categorize the possible human behavior while utilizing a walker robot into eight states (i.e., sitting, standing, walking, and five falling types), and propose two different methods, namely, normal distribution and hidden Markov models (HMMs), to detect and recognize these states. The visual feature for the state classification is the centroid position of the upper body, which is extracted from the user’s depth images. The first method shows that the centroid position follows a normal distribution while walking, which can be adopted to detect any non-walking state. The second method implements HMMs to detect and recognize these states. We then measure and compare the performance of both methods. The classification results are employed to control the motion of a passive-type walker (called “RT Walker”) by activating its brakes in non-walking states. Thus, the system can be used for sit/stand support and fall prevention. The experiments are performed with four subjects, including an experienced physiotherapist. Results show that the algorithm can be adapted to the new user’s motion pattern within 40 s, with a fall detection rate of 96.25% and state classification rate of 81.0%. The proposed method can be implemented to other abnormality detection/classification applications that employ depth image-sensing devices.

关键词： fall detection walking support hidden Markov model multivariate analysis

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Harvesting biomechanical energy in the walking by shoe based on liquid metal magnetohydrodynamics

Dan DAI, Jing LIU, Yixin ZHOU

《能源前沿（英文）》 2012年第6卷第2期页码 112-121 doi: 10.1007/s11708-012-0186-x

摘要： A liquid metal magnetohydrodynamics generation system (LMMGS) was proposed and demonstrated in this paper for collecting parasitic power in shoe while walking. Unlike the conventional shoe-mounted human power harvesters that use solid coil and gear mechanism, the proposed system employs liquid metal (Ga In Sn ) as energy carrier, where no moving part is requested in magnetohydrodynamics generators (MHGs). While walking with the LMMGS, the foot alternately presses the two liquid metal pumps (LMPs) which are respectively placed in the front and rear of the sole. As a result, the liquid metal in the LMPs (LMP I and II) is extruded and flows through the MHGs (MHG I and II) in which electricity is produced. For a comparison, three types of LMMGSs (LMMGS A, B and C) were built where all the parts are the same except for the LMPs. Furthermore, performances of these LMMGSs with different volume of injected liquid metal were tested respectively. Experimental results reveal that both the output voltage and power of the LMMGS increase with the volume of injected liquid metal and the size of the LMPs. In addition, a maximum output power of 80 mW is obtained by the LMMGS C with an efficiency of approximately 1.3%. Given its advantages of no side effect, light weight, small size and reliability, The LMMGS is well-suited for powering the wearable and implantable micro/nano device, such as wearable sensors, drug pumps and so on.

关键词： human energy harvesting liquid metal wearable magnetohydrodynamics generator parasitic power in shoe

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A novel six-legged walking machine tool for

Jimu LIU, Yuan TIAN, Feng GAO

《机械工程前沿（英文）》 2020年第15卷第3期页码 351-364 doi: 10.1007/s11465-020-0594-2

摘要： The manufacture and maintenance of large parts in ships, trains, aircrafts, and so on create an increasing demand for mobile machine tools to perform operations. However, few mobile robots can accommodate the complex environment of industrial plants while performing machining tasks. This study proposes a novel six-legged walking machine tool consisting of a legged mobile robot and a portable parallel kinematic machine tool. The kinematic model of the entire system is presented, and the workspace of different components, including a leg, the body, and the head, is analyzed. A hierarchical motion planning scheme is proposed to take advantage of the large workspace of the legged mobile platform and the high precision of the parallel machine tool. The repeatability of the head motion, body motion, and walking distance is evaluated through experiments, which is 0.11, 1.0, and 3.4 mm, respectively. Finally, an application scenario is shown in which the walking machine tool steps successfully over a 250 mm-high obstacle and drills a hole in an aluminum plate. The experiments prove the rationality of the hierarchical motion planning scheme and demonstrate the extensive potential of the walking machine tool for operations on large parts.

关键词： legged robot parallel mechanism mobile machine tool in-situ machining

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Design of active orthoses for a robotic gait rehabilitation system

A. C. VILLA-PARRA,L. BROCHE,D. DELISLE-RODRÍGUEZ,R. SAGARÓ,T. BASTOS,A. FRIZERA-NETO

《机械工程前沿（英文）》 2015年第10卷第3期页码 242-254 doi: 10.1007/s11465-015-0350-1

摘要：

An active orthosis (AO) is a robotic device that assists both human gait and rehabilitation therapy. This work proposes portable AOs, one for the knee joint and another for the ankle joint. Both AOs will be used to complete a robotic system that improves gait rehabilitation. The requirements for actuator selection, the biomechanical considerations during the AO design, the finite element method, and a control approach based on electroencephalographic and surface electromyographic signals are reviewed. This work contributes to the design of AOs for users with foot drop and knee flexion impairment. However, the potential of the proposed AOs to be part of a robotic gait rehabilitation system that improves the quality of life of stroke survivors requires further investigation.

关键词： active orthosis gait rehabilitation electroencephalography surface electromyography

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潜在用于单侧膝受伤患者的传感引导步态同步下肢外骨骼 Research Articles

王东海1,2

《信息与电子工程前沿（英文）》 2022年第23卷第6期页码 920-936 doi: 10.1631/FITEE.2000465

摘要：

本文展示了一种可潜在帮助单侧膝受伤患者正常行走的传感引导步态同步下肢外骨骼系统。外骨骼能够减轻人体体重对受伤膝下肢的负载，并维持与健康侧下肢行走步态摆动相同步。传感引导步态同步系统集成了人体传感网络，它能感知健康侧下肢的运动步态。基于测量的关节角度轨迹引导，安装电机的髋关节在行走中提起腿杆，并将膝受伤步态和健康步态以半周期延时进行同步。实验验证了下肢外骨骼的效果。本文比较了健康腿和膝受伤腿的测量关节角度轨迹、仿真的膝受力、人机交互力等方面，结果说明髋关节安装电机受控制的下肢外骨骼能够将受伤腿和体重支撑外骨骼的融合步态与健康腿步态进行同步。

关键词：传感引导；下肢外骨骼；人体传感网络；步态同步；体重支撑

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步行激励下大跨度钢-混凝土空心板组合梁振动舒适度研究 Article

刘界鹏, 黄鉥, 李江, Y. Frank Chen

《工程（英文）》 2022年第19卷第12期页码 93-104 doi: 10.1016/j.eng.2021.04.025

摘要：

大跨度预制钢-混凝土空心板组合梁（CBHCS）是一种新型的楼板结构，可用于各种大跨度结构。然而，人为引起的振动会对此类结构的使用产生影响。为了减轻振动，需要探究由人引起的步行力与楼板状态之间的关系。本文首先使用测力板获取了25 名测试者的150 个步行力，确定了单步行走的傅里叶级数中的动态载荷系数和相位角。其次，对7 个CBHCS试样进行了行走测试，获取了模态振型、固有频率、阻尼比和加速度等基本动态特性。CBHCS楼板系统通常表现出高频（>10 Hz）和低阻尼（阻尼比低于2%）的特性。本文还使用有限元方法进行了灵敏度研究，以研究CBHCS楼板系统的振动性能，考虑了楼板厚度、
钢梁类型、接触时间和人体重量。最后，本文推导了基频和峰值加速度的解析表达式，与实验结果吻合较好，具有实际的应用价值。

关键词：组合梁空心板步行力楼板振动模态振型

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月球车叶片伸缩式步行轮的力学分析和性能优化 Article

杨璐, 蔡博文, 张荣辉, 李克宁, 张子贤, 雷洁浩, 陈百超, 王荣本

《工程（英文）》 2020年第6卷第8期页码 936-943 doi: 10.1016/j.eng.2020.07.009

摘要：

在探月工程计划中，月球车的车轮系统是月球车总体设计系统的重要子系统之一。由于月表地形复杂，同时受限于月球车有限的空间，因此大大增加了车轮系统设计和优化工作的难度。本研究的主要目标是针对自主设计的月球车机械结构，建立一个原理型样机以对其性能进行优化。研究的主要工作包括：为应对月表复杂路况，提出了一种适配月球车正反四边形悬架的新型叶片伸缩式步行轮；以功耗最小化为目标，在保证障碍通过性的前提下，分析车轮运动过程中受力情况以实现对车轮的性能优化；最后，基于数字仿真和综合实验方法，验证了新型车轮系统在实际实验中可以达到按需伸缩叶片和节约能耗的效果。本文的研究成果为中国月球车的研究和开发提供了一种技术参考。

关键词：特种智能载具叶片伸缩式步行轮性能优化叶片弹簧月球车

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欠驱动3D双足机器人步态切换控制策略 Research Articles

Hai-hui YUAN, Yi-min GE, Chun-biao GAN

《信息与电子工程前沿（英文）》 2019年第20卷第8期页码 1026-1035 doi: 10.1631/FITEE.1800206

摘要：由于应用前景广泛，双足机器人研究引起国内外学者重点关注。实际中，双足机器人常需进行步态切换以实现灵活步行。本文针对一个五杆欠驱动3D双足机器人步态切换问题，提出一种基于分层控制的切换控制策略。该策略包括切换控制器设计以及基于事件的反馈控制器设计。所设计的基于事件反馈控制器会在每一步对反馈增益进行自适应更新，而所设计的切换控制器将引导机器人从当前步态到达目标步态的邻域范围以实现平滑收敛。与以往研究相比，本文采用参数优化法设计切换控制器参数，确保机器人在步态切换过程中满足物理约束条件。最后，为验证所提控制策略的有效性，针对欠驱动3D双足机器人进行了数值仿真验证。

关键词：步态切换；欠驱动3D双足机器人；基于事件的反馈控制器；自适应控制律

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标题作者时间类型操作

Modeling and simulation of normal and hemiparetic gait

Lely A. LUENGAS,Esperanza CAMARGO,Giovanni SANCHEZ

期刊论文

An experimental analysis of human straight walking

Tao LI, Marco CECCARELLI

期刊论文

基于表面肌电信号的行走环境与步态周期识别

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