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Design and Traction Performance Test of Bionic Paddy Wheel Based on Cattle Hoof 基于牛蹄的仿生水田轮设计及牵引性能试验
Pub Date : 2022-10-10 DOI: 10.56884/otpf6196
Lan Li, Jing Li, B. Xie, Fei Lin, Long Xue
In order to improve the traction performance of the micro-tiller wheel on the paddy soil surface, a bionic paddy wheel was designed with a cattle hoof as the bionic prototype, and its diameter and wheel width were 0.46 m and 0.08 m, respectively. The traction performance test was carried out in a soil bin test-bed with a moisture content of 36 %. The vertical loads were 82.57 N, 131.40 N and 179.42 N, respectively. The driving speeds were 0.3 m/s, 0.5 m/s and 0.7 m/s, respectively. The drawbar pull was in the range of 10 – 120 N. The results showed that at the driving speed of 0.7 m/s, with the increase of the vertical load, the driving torque and the drawbar pull are increasing. The vertical load has a significant effect on the change of driving torque and maximum drawbar pull. Under the vertical load of 179.42 N and different driving speeds, when the slip ratio is less than 0.37, the efficiency coefficient begins to grow rapidly, and the greater the driving speed is, the greater the growth rate is. When the slip ratio is about 0.37, the efficiency coefficient reaches the maximum and then begins to decrease. Driving speed has a significant effect on the maximum efficiency coefficient of wheels. This paper can provide a reference for the traction performance of the micro-tiller wheel on the paddy soil surface and the design of the new bionic paddy wheel.
为了提高微型分蘖轮在水稻土表面的牵引性能,设计了一种以牛蹄为仿生原型的仿生水稻轮,其直径为0.46 m,轮宽为0.08 m。牵引性能试验在含水率为36%的土仓试验台上进行。垂直荷载分别为82.57 N、131.40 N和179.42 N。车速分别为0.3 m/s、0.5 m/s和0.7 m/s。结果表明,在行驶速度为0.7 m/s时,随着垂直载荷的增大,驱动力矩和拉拔力都在增大。垂直载荷对驱动转矩和最大拉杆拉力的变化有显著影响。在179.42 N垂直荷载和不同行驶速度下,当滑移比小于0.37时,效率系数开始快速增长,且行驶速度越大,增长速度越大。当滑移比约为0.37时,效率系数达到最大值后开始减小。行驶速度对车轮最大效率系数有显著影响。本文可为微型分蘖轮在水稻土表面的牵引性能及新型仿生水稻轮的设计提供参考。
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引用次数: 0
Vehicle Dynamic Factor Characterized by Actual Velocity and Combined Influence of the Transmission and Driveline System 以实际速度和传动系统综合影响为特征的车辆动力因素
Pub Date : 2022-10-10 DOI: 10.56884/arao9883
V. Vantsevich, D. Gorsich, Jesse R. Paldan, Jordan Whitson, Brian Butrico, O. Sapunkov
A vehicle’s dynamic factor characterizes the potential that can be created by the powertrain that may be utilized to overcome the rolling resistance, grade resistance, and accelerate the vehicle. The dynamic factor is commonly given as a function of the vehicle's theoretical velocity and computed using the powertrain characteristics without taking into account the effect of the driveline configuration which can impact the tire slippages and vehicle’s actual velocity. The velocity reduction due to tire slip can considerably impact the vehicle speed for off-road vehicles operating with large traction requirements. In this paper, a new approach to interpretation of the dynamic factor is presented which is based on the vehicle's actual velocity and driveline characteristics. The computation of the actual velocity accounts for the individual tire slippages of vehicles with multiple driving axles, which is influenced by the ground condition and power splitting characteristics of the driveline. A comparison of the conventional and proposed approach is given for a 4x4 off-road vehicle. A set of factors for vehicle design are proposed based on integral qualities of the ideal and actual dynamic factor to characterize the combined influence of the transmission and driveline system to utilize the engine power for vehicle acceleration performance.
车辆的动力因素表征了动力系统可以创造的潜力,这些潜力可以用来克服滚动阻力、坡度阻力和加速车辆。动力因子通常作为车辆理论速度的函数给出,并使用动力系统特性进行计算,而不考虑传动系统配置的影响,传动系统配置会影响轮胎打滑和车辆的实际速度。对于具有较大牵引力要求的越野车来说,轮胎打滑导致的速度降低会对车速产生很大的影响。本文提出了一种基于车辆实际速度和传动系统特性来解释动力因素的新方法。实际速度的计算考虑了多驱动轴车辆的个别轮胎打滑,而打滑受地面条件和传动系统的动力分裂特性的影响。以一辆4x4越野车为例,对传统方法和所提出的方法进行了比较。基于理想动力因子和实际动力因子的整体特性,提出了一套车辆设计因子,以表征变速器和传动系统对利用发动机动力提高车辆加速性能的综合影响。
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引用次数: 0
Soil Compaction Monitoring Technique Using Deep Learning 基于深度学习的土壤压实监测技术
Pub Date : 2022-10-10 DOI: 10.56884/zbsa8929
S. Teramoto, Taizo Kobayashi
It is commonly known that the dynamic behavior of a vibratory drum of a soil compaction machine changes with soil stiffness. Although real-time monitoring techniques of compaction quality by measuring the acceleration of the vibratory drum have already been put into practice use, their applicability depends on the soil type and condition. In this study, to extend the range of applicability and improve accuracy, we propose a deep learning-based technique that allows the regression estimation of soil stiffness from the acceleration responses of a vibration drum. To collect a large amount of noise-free training data, the acceleration responses of a vibratory drum were simulated by numerically solving the equations of the motion mass-spring-damper system. We also conducted a field experiment to verify the proposed technique. The experimental results show that the estimated values of soil stiffness correlate with the measured values, with the correlation coefficient of approximately 0.79. Thus, the proposed method has potential as a new real-time monitoring technique for soil compaction quality.
众所周知,土壤压实机振动鼓的动力特性随土壤刚度的变化而变化。虽然通过测量振动鼓的加速度实时监测压实质量的技术已经投入实际应用,但其适用性取决于土壤类型和条件。在本研究中,为了扩大适用性范围并提高准确性,我们提出了一种基于深度学习的技术,该技术允许从振动鼓的加速度响应中回归估计土壤刚度。为了收集大量的无噪声训练数据,通过数值求解运动质量-弹簧-阻尼器系统的方程,模拟了振动鼓的加速度响应。我们还进行了现场实验来验证所提出的技术。试验结果表明,土刚度估计值与实测值具有较好的相关性,相关系数约为0.79。因此,该方法有潜力成为一种新的土壤压实质量实时监测技术。
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引用次数: 0
Perceptive Locomotion of Legged Robot Coupling Model Predictive Control and Terrain Mapping 腿式机器人感知运动耦合模型、预测控制与地形映射
Pub Date : 2022-10-10 DOI: 10.56884/kpgl5403
B. Xing, Bo Su, Lei Jiang, Yufei Liu, Zhirui Wang, Jianxin Zhao, Tianqi Qiu
Legged robots promise an advantage over traditional wheeled systems, however, most legged robots are still confined to structured and flat environments. In this paper, we present a motion planner for the perceptive rough-terrain locomotion with quadruped robots. One of the main reasons for this is the difficulty in planning complex whole-body motions while taking into account the terrain conditions. This problem is very high-dimensional as it considers the robots dynamics together with the terrain model in a suitable problem formulation. In this work, we propose a novel trajectory and foothold optimization method that plans dynamically both foothold locations and motions (coupled planning). It jointly optimizes body motion, step duration and foothold selection, considering the terrain topology. Our model predictive controller tracks compliantly trunk motions while avoiding slippage. We test our method and comparative evaluations over a set of terrains of progressively increasing difficulty. To this end, we present a novel pose optimization approach that enables the robot to climb over significant obstacles. We experimentally validate our approach with the quadrupedal robot Panda5 autonomously traversing obstacles such steps, inclines, and stairs. The locomotion planner re-plans the motion at every step to cope with disturbances and dynamic environments.
与传统的轮式系统相比,有腿的机器人有望具有优势,然而,大多数有腿的机器人仍然局限于结构化和平坦的环境。本文提出了一种四足机器人感知崎岖地形运动的运动规划方法。其中一个主要原因是,在考虑地形条件的情况下,很难规划复杂的全身运动。该问题是一个高维的问题,因为它考虑了机器人动力学和地形模型在一个合适的问题表述。在这项工作中,我们提出了一种新的轨迹和立足点优化方法,动态规划立足点位置和运动(耦合规划)。在考虑地形拓扑的情况下,对身体运动、步长和落脚点选择进行了联合优化。我们的模型预测控制器跟踪树干运动,同时避免滑动。我们在一组难度逐渐增加的地形上测试我们的方法和比较评估。为此,我们提出了一种新的姿态优化方法,使机器人能够爬过重大障碍物。我们用四足机器人熊猫5自主穿越台阶、斜坡和楼梯等障碍物的实验验证了我们的方法。运动规划者在每一步都重新规划运动,以应对干扰和动态环境。
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引用次数: 0
Experimental Study of Track-Soil Interactions of the Steering Performance of Tracked Robots over Soft Deformable Terrains 软变形路面履带机器人转向性能的履带-土相互作用试验研究
Pub Date : 2022-10-10 DOI: 10.56884/vgtd2054
Qiaowen Wang, Zhenzhong Jia
The research of track-soil interaction modeling over soft deformable terrains is an important direction in terramechanics. Wong proposed a general theory of skidsteering tracked vehicle model by focusing on the trackterrain interaction of the bottom surface of tracks while neglecting the resistance and the bulldozing effect contributed by the laterally accumulated soil to the side of tracked vehicle. The phenomenon becomes nonnegligible and sometimes significant during small radius turn maneuvers, which are quite common in robot motion planning. In order to investigate this quite important and complicated interaction process and establish a complete track-terrain interaction model, we build an instrumented experimental platform. In this platform, the RGB-D information for deformable terrains can be measured and analyzed to obtain several important soil parameters in real-time, including the contours of the soils in contact with the supporting wheels, and the cross-section shapes of the accumulated soils. We apply image segmentation, mapping depth images, point cloud drawing and postprocessing to divide the tracked vehicle and the soil in point cloud images. We reconstruct the morphology of the soil accumulated on the side of vehicles during small radius steering maneuvers, and then obtain aforementioned parameters in order to explain the bulldozing effect.
软质变形地形上的轨道-土相互作用建模研究是地形力学研究的一个重要方向。Wong提出了一种滑动转向履带车辆模型的一般理论,该模型主要关注履带底面的履带地形相互作用,而忽略了履带车辆侧面侧向堆积的土对履带车辆的阻力和推土作用。在机器人运动规划中非常常见的小半径转弯机动中,这种现象变得不可忽略,有时甚至是显著的。为了研究这一重要而复杂的相互作用过程,建立完整的轨道-地形相互作用模型,我们搭建了一个仪器化的实验平台。在该平台上,可对变形地形的RGB-D信息进行实时测量和分析,获取土体与支撑轮接触的轮廓、堆积土体的截面形状等重要土体参数。采用图像分割、映射深度图像、点云绘制和后处理等方法对点云图像中的履带车辆和土壤进行分割。我们重建了车辆在小半径转向机动过程中积聚在车辆侧面的土壤形态,从而得到上述参数,以解释推土效应。
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引用次数: 0
Modeling of Lunar Rover Vehicle Wheel-Soil Interaction Using Fem-Dem Method 基于Fem-Dem方法的月球车车轮-土壤相互作用建模
Pub Date : 2022-10-10 DOI: 10.56884/otlt5367
Kaidi Zhang, Yun-qing Zhang, Junwei Shi, Weili Kong
Apollo Lunar Rover Vehicle (LRV) used wire mesh wheels to adapt to the loose and soft soil conditions on the lunar surface, aimed to meet the mobility performance of LRV on the moon. Therefore, it is of great significance to study the wheel-soil interaction characteristics of the wire mesh wheel to improve the maneuverability and traction performance of LRVs. This paper proposed a coupled analysis method of wire mesh wheel-soil based on the DEM-FEM method. Firstly, a lunar terrain DEM model was established, which conforming to the physical characteristics of the lunar soil. Then, a FEM model of the flexible wire mesh wheel with large deformation characteristics was developed, which was verified by stiffness tests. In addition, the mobility performance of the wheel model developed were studied under different slip rates and sideslip angles, respectively. The simulation results were compared and validated with NASA experiment data. The results can provide technical support for the coupling simulation of wire mesh wheels and the traction characteristics of LRV.
阿波罗月球车(LRV)采用钢丝网轮来适应月球表面松软的土壤条件,旨在满足LRV在月球上的移动性能。因此,研究钢丝网轮的轮土相互作用特性对提高lrv的机动性能和牵引性能具有重要意义。提出了一种基于DEM-FEM法的钢丝网轮-土耦合分析方法。首先,建立符合月壤物理特性的月壤地形DEM模型;建立了具有大变形特性的柔性钢丝网轮有限元模型,并通过刚度试验对模型进行了验证。此外,还对所建立的车轮模型在不同滑移率和侧滑角下的移动性能进行了研究。仿真结果与NASA实验数据进行了对比验证。研究结果可为钢丝网轮与轻轨车牵引特性的耦合仿真提供技术支持。
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引用次数: 0
An Improved Simultaneous Localization and Mapping Method Base on LeGO-LOAM and Motion Compensation 一种改进的基于LeGO-LOAM和运动补偿的同步定位与映射方法
Pub Date : 2022-10-10 DOI: 10.56884/hhvh4446
Mengyang Li, Xinsheng Wang, Xiyue Wang, Shuang Liu
With the rapid development of mobile robot, the premise of all decisions and planning is to perceive the surrounding environment, especially in complex environments such as wild and mountainous areas. The mainstream Simultaneous Localization and Mapping (SLAM) algorithm Lightweight and Ground-Optimized Lidar Odometry and Mapping (LeGO-LOAM) can be well adapted to this complex environment, but it does not take into account the motion compensation of the point cloud, which leads to a decrease in perception accuracy. LeGO-LOAM adopts the way of feature point and feature point matching for posture estimation. Due to the vertical launch angle of every scanning laser radar being fixed, the radar motion will lead to distortion between the matching feature points, which can cause incorrect pose estimation. Therefore, based on LeGO-LOAM, this paper proposes a motion compensation algorithm (LeGO-LOAM-MC). Compared with the current mainstream of laser slam algorithm LeGO-LOAM, the result shows LeGO-LOAM-MC has a smoother mapping effect, smaller path drift, the maximum error is reduced by 29.1%, the mean error is reduced by 31.0%, the median error is reduced by 31.3%, the standard deviation is reduced by 37.0%, the root mean square error is reduced by 32.1%, and the sum of squares due to error is reduced by 53.9%. The experimental results show the superior performance of the proposed algorithm.
随着移动机器人的快速发展,所有决策和规划的前提都是对周围环境的感知,特别是在野外、山区等复杂环境中。主流的SLAM (Simultaneous Localization and Mapping)算法light and Ground-Optimized Lidar Odometry and Mapping (LeGO-LOAM)可以很好地适应这种复杂的环境,但它没有考虑点云的运动补偿,导致感知精度下降。LeGO-LOAM采用特征点和特征点匹配的方式进行姿态估计。由于每个扫描激光雷达的垂直发射角度是固定的,雷达运动将导致匹配特征点之间的畸变,从而导致不正确的姿态估计。因此,本文提出了一种基于LeGO-LOAM的运动补偿算法(LeGO-LOAM- mc)。与当前主流激光slam算法LeGO-LOAM相比,结果表明,LeGO-LOAM- mc映射效果更平滑,路径漂移更小,最大误差减小29.1%,平均误差减小31.0%,中位数误差减小31.3%,标准差减小37.0%,均方根误差减小32.1%,误差平方和减小53.9%。实验结果表明,该算法具有良好的性能。
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引用次数: 0
Investigation of the Shear Stress Dynamics on Silty Loam Soil and Measurement of Traction-Wheel Slip Relationship of a Tractor Tire 粉质壤土剪切应力动力学研究及拖拉机轮胎牵引力-车轮滑移关系测量
Pub Date : 2022-10-10 DOI: 10.56884/wvqn3391
Cesar Arevalo, S. Böttinger
The Hohenheim Tire Model (HTM) was developed and validated at the University of Hohenheim. It simulates the specific behavior of large-volume agricultural tires and is used in conjunction with multi-body models of tractors and other agricultural machines. Special focus is placed on driving dynamics and comfort. Currently the HTM is being expanded for implementation on soft soils. Therefor the soil's shear response using Bevameter tests and the relationship traction-wheel slip using a single wheel tester are investigated. In field tests, the effect of shear rate on soil mechanical parameters was examined. The shear device of the Bevameter was used to conduct experiments in a soil bin with silty loam at eight shear rates and five vertical loads. The Mohr-Coulomb failure criterion was calculated and the measured values were fitted to the Wong-Preston and the Janosi-Hanamoto approaches. The shear stress-shear displacement curves show two different behaviors with respect to shear rate. At high shear rates, the shear stress reaches a peak and then drops to a residual value, which is typical for cohesive soils. At low shear rates, the trend of the curves is exponential, which is typical for granular soils. The cohesion and angle of internal friction values are comparable to those from literature. The angle of internal friction has no correlation with shear rate while the cohesion shows a low correlation. Traction-wheel slip curves for the tractor tire 480/70 R24 with two tire loads (17 and 22 kN) and at 2 km∙h-1 were measured under identical conditions as the shear experiments. For the higher tire load, there is a tendency toward a larger tractive force. The curves of both wheel loads have equal gross traction coefficients. For the prediction of the traction force, the parameters obtained in the shear tests and the method of Wong and Preston-Thomas are used.
霍恩海姆轮胎模型(HTM)是在霍恩海姆大学开发和验证的。它模拟了大容量农用轮胎的具体行为,并与拖拉机和其他农业机械的多体模型结合使用。特别的重点放在驾驶动力学和舒适性。目前,HTM正在扩展,以便在软土上实施。为此,采用Bevameter试验对土体的剪切响应进行了研究,并采用单轮试验对牵引力与车轮滑移的关系进行了研究。在现场试验中,考察了剪切速率对土体力学参数的影响。利用Bevameter的剪切装置在粉质壤土的土槽中进行了8种剪切速率和5种垂直载荷的试验。计算了Mohr-Coulomb破坏准则,并将测量值拟合到Wong-Preston和Janosi-Hanamoto方法中。剪切应力-剪切位移曲线随剪切速率的变化有两种不同的表现。在高剪切速率下,剪切应力达到峰值,然后降至残余值,这是粘性土的典型特征。在低剪切速率下,曲线呈指数趋势,这是典型的颗粒土。内摩擦值的衔接和角度与文献中的值相当。内摩擦角与剪切速率无相关性,黏聚力与剪切速率的相关性较低。在与剪切实验相同的条件下,测量了两种轮胎载荷(17和22 kN)和2 km∙h-1下拖拉机轮胎480/70 R24的牵引轮滑移曲线。对于较高的轮胎负荷,有一个更大的牵引力的趋势。两轮载荷曲线具有相等的总牵引力系数。对于牵引力的预测,采用了Wong和Preston-Thomas的方法和剪切试验中得到的参数。
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引用次数: 0
Interaction Modeling and Dynamic Control Strategy for C-Shaped Leg with Sandy Terrain in Terradynamics 地形动力学中沙质地形c型腿的交互建模与动态控制策略
Pub Date : 2022-10-10 DOI: 10.56884/kbpt8232
Chuanxiao Yang, Zhiyue Xin, Xiong Hu, Shibin Sun, Liang Ding, Dewei Tang
High trafficability and robustness on terrain surfaces composed of granular substrates can be obtained through configurations of C-shaped legs. Recently, C-shaped configuration has been widely used in the locomotion mechanism design of the legged mobile robots on harsh grounds, especially for sandy terrains. In case of rotational gait, based on the stress-macro deformation relationship according to the Resistive Force Theory (RFT) in terradynamics, an interaction model between a C-shaped leg and the sandy terrain is established in this paper. Considering the influence of velocity field of C- leg particle systems on Fourier linear coefficient in fitting precondition, the inversion characters of mechanical parameters through integral derivation and linearized expression of the model are established. Then, the experimental data samples are employed to identify the mechanical parameters of the sandy terrain, followed by checking its validity through setting a limit for the tolerance between predicted results and experimental data. Furthermore, mechanical behaviors under swing gaits are analyzed, for which some basic dynamic control strategies are suggested in this study. In this work, the outputs of driving torque within the range of a feasible region experienced at the joint are explored. It is concluded that the mechanical properties dominated by the sandy terrain and leg geometry can be revealed by the identified parameters, some driving outputs can be evaluated through interaction models in terradynamics.
通过c型支腿的配置,可以在由颗粒状基质组成的地形表面上获得高的通过性和鲁棒性。近年来,c型构型被广泛应用于有腿移动机器人在恶劣地面,特别是沙质地形上的运动机构设计。在旋转步态下,根据地面动力学中阻力理论(RFT)的应力-宏观变形关系,建立了c型腿与沙质地形的相互作用模型。在拟合前提下,考虑C- leg粒子系统速度场对傅里叶线性系数的影响,通过积分求导建立了力学参数的反演特征,并对模型进行了线性化表达。然后,利用实验数据样本对沙质地形的力学参数进行识别,并通过设定预测结果与实验数据的容差限值来检验其有效性。在此基础上,分析了摆动步态下的机械行为,提出了基本的动力学控制策略。在这项工作中,研究了在关节处经历的可行区域范围内的驱动扭矩输出。结果表明,识别的参数可以反映沙地地形和腿的几何形状所决定的力学特性,并且可以通过地面动力学中的相互作用模型来评估一些驱动输出。
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引用次数: 0
Bionic Quadruped Robot for Mars Surface Exploration 火星表面探测仿生四足机器人
Pub Date : 2022-10-10 DOI: 10.56884/wfts1248
Long Qiao, Guangming Chen, L. Richter, A. Ji
Mars surface exploration has attracted significant attention of scientists for exploiting new resources and space. To perform explorations on Mars surface, various structures of planetary rovers have been proposed. The Mars surface contains loose granular materials and various sizes of rocks. Traditional wheeled, crawler and legged structures of Mars rovers are mainly designed to walk on granular materials terrain, which are incapable of adapting to rocky surfaces. To improve the adaptations for both granular and rocky surfaces, this paper introduces a quadruped legged robot inspired by the locomotion of desert animal lizard that can walk on granular and rocky surfaces. The main feature is that the structure of the proposed robot possesses bionic multi-toe foot and flexible active spine. To verify the robot locomotion, kinematics on foot, leg and spine of the quadruped robot are analyzed. Furthermore, robot motions are analytically predicted with respect to two types of gaits. Combining control framework for adapting to both granular and rocky surfaces, a prototype of Mars robot has been manufactured. Experimental tests demonstrated that the bionic robot can walk on granular surfaces, and can also climb on rocky surface using the multi-joint toe with claw. Therefore, this bionic quadruped robot can have higher adaptability for Mars surface environment.
火星表面探测已经引起了科学家们的极大关注,因为它可以开发新的资源和空间。为了在火星表面进行探测,人们提出了各种行星探测器的结构。火星表面含有松散的颗粒状物质和各种大小的岩石。传统的火星车轮式、履带式和腿式结构主要用于在颗粒状材料地形上行走,无法适应岩石表面。为了提高对颗粒和岩石表面的适应性,本文以沙漠动物蜥蜴的运动为灵感,设计了一种可以在颗粒和岩石表面行走的四足足机器人。该机器人的主要特点是具有仿生多趾足和柔性活动脊柱。为了验证机器人的运动,对四足机器人的足部、腿部和脊柱进行了运动学分析。此外,对两种步态类型的机器人运动进行了分析预测。结合适应颗粒和岩石表面的控制框架,制作了火星机器人样机。实验测试表明,仿生机器人可以在颗粒状表面行走,也可以利用多关节趾爪在岩石表面攀爬。因此,该仿生四足机器人对火星表面环境具有更高的适应性。
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引用次数: 0
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Proceedings of the 11th Asia-Pacific Regional Conference of the ISTVS
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