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A literature review on the optimization of legged robots

https://doi.org/10.1177/1077546311403180
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/(sici)1097-4563(199702)14:2<135::aid-rob7>3.0.co;2-topenalex-snapshot
Performance measures for locomotion robots
inferredcites →https://doi.org/10.1002/(sici)1097-4563(199712)14:12<871::aid-rob4>3.0.co;2-ropenalex-snapshot
Design and optimization of a one-degree-of-freedom six-bar leg mechanism for a walking machine
inferredcites →https://doi.org/10.1007/3-540-29461-9_25openalex-snapshot
Mechanical Design Optimization of a Walking Robot Leg Using Genetic Algorithm
inferredcites →https://doi.org/10.1007/3-540-29461-9_3openalex-snapshot
Problems of Scale for Walking and Climbing Animals
inferredcites →https://doi.org/10.1007/3-540-29461-9_34openalex-snapshot
Biological Inspired Walking — How Much Nature Do We Need?
inferredcites →https://doi.org/10.1007/978-3-7091-2674-5_9openalex-snapshot
Design of Walking Machines
inferredcites →https://doi.org/10.1007/b137546openalex-snapshot
Climbing and Walking Robots
inferredcites →https://doi.org/10.1016/0021-8634(70)90116-2openalex-snapshot
Introduction to terrain-vehicle systems
inferredcites →https://doi.org/10.1016/0921-8890(96)00003-6openalex-snapshot
Biologically based distributed control and local reflexes improve rough terrain locomotion in a hexapod robot
inferredcites →https://doi.org/10.1016/b978-0-08-042366-1.50028-2openalex-snapshot
ENERGY CONSUMPTION OF A WALKING MACHINE. MODEL ESTIMATIONS AND OPTIMIZATION
inferredcites →https://doi.org/10.1016/j.asd.2004.06.001openalex-snapshot
Underwater walking
inferredcites →https://doi.org/10.1016/s1474-6670(17)46964-3openalex-snapshot
Envergy Consumption of a Walking Machine. Model Estimations and Optimization
inferredcites →https://doi.org/10.1017/s0263574707003554openalex-snapshot
Kinematic and dynamic performance analysis of artificial legged systems
inferredcites →https://doi.org/10.1097/00010694-197007000-00014openalex-snapshot
Introduction to Terrain-Vehicle Systems
inferredcites →https://doi.org/10.1108/01439910410522874openalex-snapshot
Building an energetic model to evaluate and optimize power consumption in walking robots
inferredcites →https://doi.org/10.1109/3477.604106openalex-snapshot
Design, control, and energetics of an electrically actuated legged robot
inferredcites →https://doi.org/10.1109/70.62046openalex-snapshot
Relationship between payload and speed in legged locomotion systems
inferredcites →https://doi.org/10.1109/cdc.2005.1582160openalex-snapshot
A bio-inspired joint controller for the decentral control of a closed kinematic chain consisting of elastic joints
inferredcites →https://doi.org/10.1109/icar.1991.240586openalex-snapshot
Stair-climbing control of self-contained hexapod with semi-fixed gait
inferredcites →https://doi.org/10.1109/icar.1991.240665openalex-snapshot
Force control in locomotion of legged vehicle over rigid and soft surfaces
inferredcites →https://doi.org/10.1109/icar.1991.240666openalex-snapshot
Characteristics and approximations of optimal force distributions in walking machines on rough terrain
inferredcites →https://doi.org/10.1109/icar.1997.620193openalex-snapshot
BIP: a joint project for the development of an anthropomorphic biped robot
inferredcites →https://doi.org/10.1109/icar.1997.620194openalex-snapshot
Mechanical design of hexapods with integrated limb mechanism: MELMANTIS-1 and MELMANTIS-2
inferredcites →https://doi.org/10.1109/icsmc.1998.728084openalex-snapshot
Design of a walking machine structure using evolutionary strategies
inferredcites →https://doi.org/10.1109/irds.2002.1041643openalex-snapshot
Actuator selection and hardware realization of a small and fast-moving, autonomous humanoid robot
inferredcites →https://doi.org/10.1109/irds.2002.1041659openalex-snapshot
Increasing evolvability of a locomotion controller using a passive-dynamic-walking embodiment
inferredcites →https://doi.org/10.1109/irds.2002.1041664openalex-snapshot
Torque distribution for achieving a Hugging Walk
inferredcites →https://doi.org/10.1109/irds.2002.1041670openalex-snapshot
Improved mobility through abstracted biological principles
inferredcites →https://doi.org/10.1109/irds.2002.1041674openalex-snapshot
Co-evolution of morphology and walking pattern of biped humanoid robot using evolutionary computation. Consideration of characteristic of the servomotors
inferredcites →https://doi.org/10.1109/iros.1997.649064openalex-snapshot
Kinematic aspects of robotic biped locomotion systems
inferredcites →https://doi.org/10.1109/iros.2000.893147openalex-snapshot
Speed control for quadruped using duty factor
inferredcites →https://doi.org/10.1109/iros.2000.893175openalex-snapshot
Design of 4 joints 3 links biped robot and its gaits
inferredcites →https://doi.org/10.1109/iros.2003.1250651openalex-snapshot
Co-evolution of morphology and walking pattern of biped humanoid robot using evolutionary computation
inferredcites →https://doi.org/10.1109/iros.2003.1250698openalex-snapshot
Design of quadruped walking and climbing robot
inferredcites →https://doi.org/10.1109/robot.1996.503837openalex-snapshot
Foot placement and velocity control in smooth bipedal walking
inferredcites →https://doi.org/10.1109/robot.1996.509151openalex-snapshot
A systems-level modular design approach to field robotics
inferredcites →https://doi.org/10.1109/robot.1997.614284openalex-snapshot
Design and simulation of a cockroach-like hexapod robot
inferredcites →https://doi.org/10.1109/robot.1997.620082openalex-snapshot
Gait planning for energy efficiency in walking machines
inferredcites →https://doi.org/10.1109/robot.1997.620085openalex-snapshot
TITAN VII: quadruped walking and manipulating robot on a steep slope
inferredcites →https://doi.org/10.1109/robot.1997.620132openalex-snapshot
Investigation of bipedal robot locomotion using pneumatic muscle actuators
inferredcites →https://doi.org/10.1109/robot.1998.676348openalex-snapshot
Posture control of a cockroach-like robot
inferredcites →https://doi.org/10.1109/robot.1998.676349openalex-snapshot
Computation of walking robots movement energy expenditure
inferredcites →https://doi.org/10.1109/robot.1998.677020openalex-snapshot
Quadratic optimization of force distribution in walking machines
inferredcites →https://doi.org/10.1109/robot.1998.677288openalex-snapshot
The development of Honda humanoid robot
inferredcites →https://doi.org/10.1109/robot.1998.677408openalex-snapshot
SCOUT: a simple quadruped that walks, climbs, and runs
inferredcites →https://doi.org/10.1109/robot.1998.680673openalex-snapshot
Active leg compliance for passive walking
inferredcites →https://doi.org/10.1109/robot.1999.770352openalex-snapshot
The ARL monopod II running robot: control and energetics
inferredcites →https://doi.org/10.1109/robot.1999.770354openalex-snapshot
Passive walking with leg compliance for energy efficient multilegged vehicles
inferredcites →https://doi.org/10.1109/robot.1999.770456openalex-snapshot
Stable open loop walking in quadruped robots with stick legs
inferredcites →https://doi.org/10.1109/robot.1999.770458openalex-snapshot
Towards efficient implementation of quadruped gaits with duty factor of 0.75
inferredcites →https://doi.org/10.1109/robot.1999.772458openalex-snapshot
Development of "MEL HORSE"
inferredcites →https://doi.org/10.1109/robot.1999.772553openalex-snapshot
Design of a spider-like robot for motion with quasi-static force constraints
inferredcites →https://doi.org/10.1109/robot.2000.844036openalex-snapshot
Coupled and decoupled actuation of robotic mechanisms
inferredcites →https://doi.org/10.1109/robot.2000.844095openalex-snapshot
Stable running in a quadruped robot with compliant legs
inferredcites →https://doi.org/10.1109/robot.2000.844113openalex-snapshot
Design and control of human assisted walking robot
inferredcites →https://doi.org/10.1109/robot.2000.844744openalex-snapshot
Biomechanics and simulation of cricket for microrobot design
inferredcites →https://doi.org/10.1109/robot.2000.844850openalex-snapshot
Towards continuously reconfigurable self-designing robotics
inferredcites →https://doi.org/10.1109/robot.2000.845354openalex-snapshot
The anthropomorphic biped robot BIP2000
inferredcites →https://doi.org/10.1109/robot.2000.846489openalex-snapshot
Evolving robust gaits with AIBO
inferredcites →https://doi.org/10.1109/robot.2000.846490openalex-snapshot
Quadruped trotting with passive knees: design, control, and experiments
inferredcites →https://doi.org/10.1109/robot.2001.933102openalex-snapshot
Dynamic compliant quadruped walking
inferredcites →https://doi.org/10.1109/robot.2001.933266openalex-snapshot
Evolution of generative design systems for modular physical robots
inferredcites →https://doi.org/10.1109/robot.2002.1013410openalex-snapshot
Dynamic simulation of a humanoid robot with four DOFs torso
inferredcites →https://doi.org/10.1109/robot.2002.1013562openalex-snapshot
Reliable stair climbing in the simple hexapod 'RHex'
inferredcites →https://doi.org/10.1109/robot.2002.1013649openalex-snapshot
Running pattern generation for a humanoid robot
inferredcites →https://doi.org/10.1109/robot.2002.1013652openalex-snapshot
A method for co-evolving morphology and walking pattern of biped humanoid robot
inferredcites →https://doi.org/10.1109/robot.2003.1241781openalex-snapshot
Co-evolution of morphology and walking pattern of biped humanoid robot using evolutionary computation:designing the real robot
inferredcites →https://doi.org/10.1109/robot.2003.1241784openalex-snapshot
Stair descent in the simple hexapod 'RHex'
inferredcites →https://doi.org/10.1109/robot.2004.1307381openalex-snapshot
Automated gait adaptation for legged robots
inferredcites →https://doi.org/10.1109/robot.2004.1307456openalex-snapshot
Policy gradient reinforcement learning for fast quadrupedal locomotion
inferredcites →https://doi.org/10.1109/robot.2004.1308939openalex-snapshot
Computer system and control of biped "Johnnie"
inferredcites →https://doi.org/10.1109/romoco.2001.973462openalex-snapshot
Transfer of biological principles into the construction of quadruped walking machines
inferredcites →https://doi.org/10.1142/9789812835772_0007openalex-snapshot
POWER ANALYSIS AND STRUCTURE OPTIMIZATION IN THE DESIGN OF A HUMANOID ROBOT
inferredcites →https://doi.org/10.1163/156855397x00128openalex-snapshot
Development of a leg part of a humanoid robot-design of a biped walking robot having antagonistic driven joints using a nonlinear spring mechanism
inferredcites →https://doi.org/10.1177/02783640122067570openalex-snapshot
RHex: A Simple and Highly Mobile Hexapod Robot
inferredcites →https://doi.org/10.1177/027836402128964125openalex-snapshot
Fast and Robust: Hexapedal Robots via Shape Deposition Manufacturing
inferredcites →https://doi.org/10.1177/027836498400300205openalex-snapshot
The Gaits of Bipedal and Quadrupedal Animals
inferredcites →https://doi.org/10.1177/027836499000900202openalex-snapshot
Force Control in Locomotion of Legged Vehicles over Rigid and Soft Surfaces
inferredcites →https://doi.org/10.1177/027836499000900205openalex-snapshot
Three Uses for Springs in Legged Locomotion
inferredcites →https://doi.org/10.1177/1077546307078276openalex-snapshot
A Historical Perspective of Legged Robots
inferredcites →https://doi.org/10.3182/20020721-6-es-1901.00901openalex-snapshot
INCREASING STABILITY IN DYNAMIC GAITS USING NUMERICAL OPTIMIZATION
inferredcites →https://doi.org/10.55787/jtamsopenalex-snapshot
Journal of Theoretical and Applied Mechanics
inferredcites →https://doi.org/10.5860/choice.28-5104openalex-snapshot
Foundations of robotics: analysis and control
inferredcites →https://doi.org/10.7551/mitpress/2889.001.0001openalex-snapshot
Evolutionary Robotics
inferredcites →https://doi.org/10.7551/mitpress/3074.001.0001openalex-snapshot
Foundations of Robotics

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Learning Based Model Predictive Hybrid Energy Management Strategy for Legged Robot
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Parametric Trajectory Libraries for Online Motion Planning with Application to Soft Robots
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Fuzzy Control of Underwater Walking Robot During Obstacle Collision Without Pre-defined Parameters
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Amphibious Robotic Propulsive Mechanisms: Current Technologies and Open Challenges
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Regularities of Contact Behavior of Small Supporting Elements (Feet) of Walking Machines and Robots with Weakly Bearing and Water-Saturated Soils
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Algorithms of Self-control of the Underwater Walking Device According to Information on a Collision of Feet with an Unorganized Support Surface
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Statics Optimization of a Hexapedal Robot Modelled as a Stewart Platform
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Design of a Hybrid Locomotion Mobile Manipulator for Agricultural Application
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A Novel Design and Simulation of Knee Joint for Humanoid Robot with Variable Output Torque
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Problems of Increasing Efficiency and Experience of Walking Machines Elaborating
inferred← citeshttps://doi.org/10.1007/978-3-319-29579-4_14openalex-snapshot
Programmable Movement Synthesis for the Mobile Robot with the Orthogonal Walking Drivers
inferred← citeshttps://doi.org/10.1007/978-981-15-2953-5_2openalex-snapshot
Multi-Legged Robots—A Review
inferred← citeshttps://doi.org/10.1007/978-981-96-0786-0_14openalex-snapshot
Muscle Synergy Analysis for Human-Body Walking Balance Mechanism with Wearable Capacitive Sensing
inferred← citeshttps://doi.org/10.1007/978-981-99-6504-5_5openalex-snapshot
Kinematic Analysis of Overrunning on a Swing Arm Tracked Mobile Chassis
inferred← citeshttps://doi.org/10.1007/s10514-024-10160-wopenalex-snapshot
Reinforcement learning with imitative behaviors for humanoid robots navigation: synchronous planning and control
inferred← citeshttps://doi.org/10.1007/s11370-020-00340-9openalex-snapshot
A hybrid tactile sensor-based obstacle overcoming method for hexapod walking robots
inferred← citeshttps://doi.org/10.1007/s11431-020-1588-5openalex-snapshot
Novel method of gait switching in six-legged robot walking on continuous-nondifferentiable terrain by utilizing stability and interference criteria
inferred← citeshttps://doi.org/10.1007/s11633-017-1075-xopenalex-snapshot
A novel design of an aquatic walking robot having webbed feet
inferred← citeshttps://doi.org/10.1007/s12530-013-9088-3openalex-snapshot
Fault-tolerant gait learning and morphology optimization of a polymorphic walking robot
inferred← citeshttps://doi.org/10.1007/s40032-023-01021-zopenalex-snapshot
Study of the Step Climbing Ability of a Rover with Rocker Bogie Mechanism
inferred← citeshttps://doi.org/10.1007/s40435-026-02231-wopenalex-snapshot
Gait selection and analysis of biped robots on different terrains under unified control
inferred← citeshttps://doi.org/10.1007/s41315-025-00496-6openalex-snapshot
Reinforcement learning for hexapod robot trajectory control: a study of Q-learning and SARSA algorithms
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Design a Hybrid Energy-Supply for the Electrically Driven Heavy-Duty Hexapod Vehicle
inferred← citeshttps://doi.org/10.1016/j.apm.2018.09.015openalex-snapshot
Study on feet forces' distributions, energy consumption and dynamic stability measure of hexapod robot during crab walking
inferred← citeshttps://doi.org/10.1016/j.gaitpost.2021.03.014openalex-snapshot
Does increased gait variability improve stability when faced with an expected balance perturbation during treadmill walking?
inferred← citeshttps://doi.org/10.1016/j.measurement.2025.117096openalex-snapshot
Optimization-driven design and experimental validation of a hydraulic robot leg mechanism
inferred← citeshttps://doi.org/10.1016/j.proeng.2017.02.336openalex-snapshot
Modeling of Vibroimpact Processes which Occurs in Feet Changing of the Walking Units at Viscoelastic Grounds
inferred← citeshttps://doi.org/10.1016/j.riai.2015.02.008openalex-snapshot
Optimización de la Energía Consumida por las Extremidades de un Robot Caminante
inferred← citeshttps://doi.org/10.1016/j.susmat.2024.e00930openalex-snapshot
Biomimetic soft-legged robotic locomotion, interactions and transitions in terrestrial, aquatic and multiple environments
inferred← citeshttps://doi.org/10.1016/j.xcrp.2023.101589openalex-snapshot
Mudskipper-inspired amphibious robotic fish enhances locomotion performance by pectoral-caudal fins coordination
inferred← citeshttps://doi.org/10.1017/s0263574713001124openalex-snapshot
Modeling, stability and walking pattern generators of biped robots: a review
inferred← citeshttps://doi.org/10.1017/s0263574715000107openalex-snapshot
Multi-level control of zero-moment point-based humanoid biped robots: a review
inferred← citeshttps://doi.org/10.1017/s0263574715000673openalex-snapshot
Model validation of a hexapod walker robot
inferred← citeshttps://doi.org/10.1017/s0269888919000158openalex-snapshot
A comprehensive survey on humanoid robot development
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Versatile modular neural locomotion control with fast learning
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Wireless Control System for Six-Legged Autonomous Insect Robot
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A microcontroller based spider bot using Klann mechanism
inferred← citeshttps://doi.org/10.1088/1748-3190/ac6847openalex-snapshot
Sideways crab-walking is faster and more efficient than forward walking for a hexapod robot
inferred← citeshttps://doi.org/10.1088/1757-899x/624/1/012014openalex-snapshot
Influence of Link Lengths & Input Angles on the Foot Locus Trajectory of Klann Mechanism
inferred← citeshttps://doi.org/10.1093/jcde/qwad083openalex-snapshot
Computational design towards energy efficient optimization in overconstrained robotic limbs
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Stabilizing skateboard speed-wobble with reflex delay
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FlyingDog: design and implementation of a quadruped robot with flight capability
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A Novel Reconfigurable Closed-Chain Leg Mechanism Based on Phase Difference Adjustment for Multiple Walking Motion of Quadruped Robot
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Trajectory-Level Design-Space Exploration and Performance Mapping of a 1-DoF Transformable Wheel for Obstacle Climbing
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Development of a Dual-Mode Spherical Robot Using a Differential Drive
inferred← citeshttps://doi.org/10.1109/ccdc65474.2025.11090955openalex-snapshot
System Control and Research of Passive Compliant Hydraulic Servo Quadruped Robot
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An experimental study of the amphibious robot inspired by biological duck foot
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Velocity Tracking Control for Bipedal Robot Based on Model Predictive Control
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Dynamic Gait Switching for Hexapod Robots
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Dynamic measures of the force of foot breakaway from ground of deepwater walking machines
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Passive foot control in cyclic walking mechanism
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A new flexible controller for a humanoid robot that considers visual and force information interaction
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T-FLoW 4.0 Biped Kinematics Computation Using Pseudoinverse and Orthogonal Rotational Matrix
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Determining Optimal Gait Parameters for a Statically Stable Walking Human Assistive Quadruped Robot
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Walking on TacTip toes: A tactile sensing foot for walking robots
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Interpretation of Legged Locomotion in Underwater Robots based on Rimless Wheel Model
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Geometric Optimization of the Limbs of a Quadruped Robot in a Mammalian Configuration
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The design and calibration of a 3D motion capture system for arthropods
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Learning-Based Design and Control for Quadrupedal Robots With Parallel-Elastic Actuators
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Multiobjective locomotion optimization of quadruped robot with different 2DOF configurations of actuated spine
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Hand-eye servo and flexible control of an anthropomorphic arm
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Control System for Center of Mass Position and Angle in Quadruped Robots
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A multi-legged biomimetic robot with double-motion modes and 4-DOF-balance tail
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Design of Robotic Motion Platform Utilizing Continuous Contact Skating
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Concurrent Optimization of Morphology Design and PID Control for Running Robots on Unstructured Terrains
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Advancements in Agricultural Automation: A Comprehensive Review of Artificial Intelligence and Humanoid Robotics in Farming
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Kinematics, Dynamics, and Optimal Control of Pneumatic Hexapod Robot
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Architecture-based comparison of hydraulic power units in quadrupeds, hexapods, and monopods: A systematic review
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Analytically founded yaw control algorithm for walking on uneven terrain applied to a hexapod robot
inferred← citeshttps://doi.org/10.1186/s10033-023-00848-yopenalex-snapshot
Power Consumption Characteristics Research on Mobile System of Electrically Driven Large-Load-Ratio Six-Legged Robot
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Strong earthquakes and measurement performance of masonry and adobe structures
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A Retrofit Passive Foldable Snow Shoe for A Legged Robot to Walk on Snowfield
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Šešiakojo roboto judėjimo energetinio efektyvumo tyrimas
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Bacaklı Robotların Yürüme Stratejileri Üzerine Bir Literatür Taraması
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Self-control of the underwater walking device with cyclic movers
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Methods of engineering and experimental tests of walking crawlers moving on the seafloor
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PROPUESTA PARA EL DESARROLLO DE CONTENIDOS EN TELEVISIÓN DIGITAL PARA PERSONAS CON LIMITACIÓN AUDITIVA
inferred← citeshttps://doi.org/10.2507/26th.daaam.proceedings.161openalex-snapshot
Development of the walking mover for underwater walking vehicle
inferred← citeshttps://doi.org/10.26782/jmcms.2024.05.00006openalex-snapshot
EVOLUTION AND ANALYSIS OF SINGLE-DEGREE-OF-FREEDOM WALKING MECHANISMS IN LEGGED ROBOTS: A BIBLIOMETRIC STUDY
inferred← citeshttps://doi.org/10.31414/ee.2022.d.131396openalex-snapshot
Gerenciamento dinâmico de energia aplicado a um robô móvel
inferred← citeshttps://doi.org/10.3389/fmech.2023.1142421openalex-snapshot
Legged robots for object manipulation: A review
inferred← citeshttps://doi.org/10.3390/app11062513openalex-snapshot
C-Legged Hexapod Robot Design Guidelines Based on Energy Analysis
inferred← citeshttps://doi.org/10.3390/app15010382openalex-snapshot
Learning-Based Model Predictive Control for Legged Robots with Battery–Supercapacitor Hybrid Energy Storage System
inferred← citeshttps://doi.org/10.3390/biomimetics9050265openalex-snapshot
Biped Gait Stability Classification Based on the Predicted Step Viability
inferred← citeshttps://doi.org/10.3390/electronics12030568openalex-snapshot
Development of a New Robust Stable Walking Algorithm for a Humanoid Robot Using Deep Reinforcement Learning with Multi-Sensor Data Fusion
inferred← citeshttps://doi.org/10.3390/machines10060466openalex-snapshot
Mechanical Design and a Novel Structural Optimization Approach for Hexapod Walking Robots
inferred← citeshttps://doi.org/10.3390/robotics10020052openalex-snapshot
Advances in Agriculture Robotics: A State-of-the-Art Review and Challenges Ahead
inferred← citeshttps://doi.org/10.3390/robotics12010004openalex-snapshot
Measuring Performance: Metrics for Manipulator Design, Control, and Optimization
inferred← citeshttps://doi.org/10.3390/robotics8030077openalex-snapshot
Design and Implementation of a Quadruped Amphibious Robot Using Duck Feet
inferred← citeshttps://doi.org/10.3390/s22124440openalex-snapshot
Recent Advances in Bipedal Walking Robots: Review of Gait, Drive, Sensors and Control Systems
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Eklemeli İmalat ile Üretilen 12 Bacaklı Yürüyen Robotun Statik ve Dinamik Analizi
inferred← citeshttps://doi.org/10.4018/978-1-7998-3375-8.ch006openalex-snapshot
Voice-Controlled Biped Walking Robot for Industrial Applications
inferred← citeshttps://doi.org/10.5072/prism/26824openalex-snapshot
Maneuvering Mechanisms for Omnidirectional Robots using Semi-circular Mecanum Wheels
inferred← citeshttps://doi.org/10.9734/bjmcs/2015/18555openalex-snapshot
Design, Optimization and Fabrication of a Climbing Six Articulated-Wheeled Robot Using Artificial Evolution and 3D Printing
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