Model-free Control Methods for Gait and Standing Push Recovery in Bipedal Humanoid Robots

Model-free Control Methods for Gait and Standing Push Recovery in Bipedal Humanoid Robots PDF Author: Jerry Sweafford (Jr.)
Publisher:
ISBN:
Category : Androids
Languages : en
Pages : 0

Book Description


Bipedal Robots

Bipedal Robots PDF Author: Christine Chevallereau
Publisher: John Wiley & Sons
ISBN: 1118622979
Category : Technology & Engineering
Languages : en
Pages : 249

Book Description
This book presents various techniques to carry out the gait modeling, the gait patterns synthesis, and the control of biped robots. Some general information on the human walking, a presentation of the current experimental biped robots, and the application of walking bipeds are given. The modeling is based on the decomposition on a walking step into different sub-phases depending on the way each foot stands into contact on the ground. The robot design is dealt with according to the mass repartition and the choice of the actuators. Different ways to generate walking patterns are considered, such as passive walking and gait synthesis performed using optimization technique. Control based on the robot modeling, neural network methods, or intuitive approaches are presented. The unilaterality of contact is dealt with using on-line adaptation of the desired motion.

Push Recovery and Active Balancing for Inexpensive Humanoid Robots

Push Recovery and Active Balancing for Inexpensive Humanoid Robots PDF Author: Amirhossein Hosseinmemar
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

Book Description
Active balancing of a humanoid robot is a challenging task due to the complexity of combining a walking gait, dynamic balancing, vision and high-level behaviors. My Ph.D research focuses on the active balancing and push recovery problems that allow inexpensive humanoid robots to balance while standing and walking, and to compensate for external forces. In this research, I have proposed a push recovery mechanism that employs two machine learning techniques, Reinforcement Learning (RL) and Deep Reinforcement Learning (DRL) to learn recovery step trajectories during push recovery using a closed-loop feedback control. I have implemented a 3D model using the Robot Operating System (ROS) and Gazebo. To reduce wear and tear on the real robot, I used this model for learning the recovery steps for different impact strengths and directions. I evaluated my approach in both in the real world and in simulation. All the real world experiments are performed by Polaris, a teen- sized humanoid robot in the Autonomous Agent Laboratory (AALab), University of Manitoba. The design, implementation, and evaluation of hardware, software, and kinematic models are discussed in this document.

Human-Inspired Balancing and Recovery Stepping for Humanoid Robots

Human-Inspired Balancing and Recovery Stepping for Humanoid Robots PDF Author: Kaul, Lukas Sebastian
Publisher: KIT Scientific Publishing
ISBN: 3731509032
Category : Computers
Languages : en
Pages : 258

Book Description
Robustly maintaining balance on two legs is an important challenge for humanoid robots. The work presented in this book represents a contribution to this area. It investigates efficient methods for the decision-making from internal sensors about whether and where to step, several improvements to efficient whole-body postural balancing methods, and proposes and evaluates a novel method for efficient recovery step generation, leveraging human examples and simulation-based reinforcement learning.

Biped Locomotion

Biped Locomotion PDF Author: Miomir Vukobratovic
Publisher: Springer Science & Business Media
ISBN: 3642830064
Category : Technology & Engineering
Languages : en
Pages : 366

Book Description
Here for the first time in one book is a comprehensive and systematic approach to the dynamic modeling and control of biped locomotion robots. A survey is included of various approaches to the control of biped robots, and a new approach to the control of biped systems based on a complete dynamic model is presented in detail. The stability of complete biped system is presented for the first time as a highly nonlinear dynamic system. Also included is new software for the synthesis of a dynamically stable walk for arbitrary biped systems, presented here for the first time. A survey of various realizations of biped systems and numerous numerical examples are given. The reader is given a deep insight into the entire area of biped locomotion. The book covers all relevant approaches to the subject and gives the most complete account to date of dynamic modeling, control and realizations of biped systems.

Modeling and Control for Efficient Bipedal Walking Robots

Modeling and Control for Efficient Bipedal Walking Robots PDF Author: Vincent Duindam
Publisher: Springer
ISBN: 9783642100611
Category : Technology & Engineering
Languages : en
Pages : 214

Book Description
By the dawn of the new millennium, robotics has undergone a major tra- formation in scope and dimensions. This expansion has been brought about bythematurityofthe?eldandtheadvancesinitsrelatedtechnologies.From a largely dominant industrial focus, robotics has been rapidly expanding into the challenges of the human world. The new generation of robots is expected to safely and dependably co-habitat with humans in homes, workplaces, and communities,providingsupportinservices,entertainment,education,heal- care, manufacturing, and assistance. Beyond its impact on physical robots, the body of knowledge robotics has produced is revealing a much wider range of applications reaching across - verse researchareas and scienti?c disciplines, such as: biomechanics, haptics, neurosciences, virtual simulation, animation, surgery, and sensor networks among others. In return, the challenges of the new emerging areas are pr- ing an abundant source of stimulation and insights for the ?eld of robotics. It is indeed at the intersection of disciplines that the most striking advances happen. The goal of the series of Springer Tracts in Advanced Robotics (STAR) is to bring, in a timely fashion, the latest advances and developments in robotics on the basis of their signi?cance and quality. It is our hope that the wider dissemination of research developments will stimulate more exchanges and collaborations among the research community and contribute to further advancement of this rapidly growing ?eld.

Modeling and Designing Bipedal Walking Robot

Modeling and Designing Bipedal Walking Robot PDF Author: Ashish Thakur
Publisher: Independently Published
ISBN: 9781724180391
Category : Education
Languages : en
Pages : 50

Book Description
A humanoid robot is a robot with its body shape built to resemble the human body. The design may be for functional purposes, such as interacting with human tools and environments, for experimental purposes, such as the study of al locomotion or for other purposes. In general, humanoid robots have a torso, a head, two arms, and two legs, though some forms of humanoid robots may model only part of the body, for example, from the waist up. Some humanoid robot also have heads designed to replicate human facial features such as eyes and mouths. Androids are humanoid robots built to aesthetically resemble humans. It is easier for bipedal robots to exist in a human oriented environment than for other types of robots. Furthermore, dynamic walking is more efficient than static walking. For a biped robot achieve dynamic balance while walking, a dynamic gait must be developed. Two different approaches to gait generation are presented

Push Recovery Control for Force-controlled Humanoid Robots

Push Recovery Control for Force-controlled Humanoid Robots PDF Author: Benjamin Stephens
Publisher:
ISBN:
Category : Robots
Languages : en
Pages : 180

Book Description
Abstract: "Humanoid robots represent the state of the art in complex robot systems. High performance controllers that can handle unknown perturbations will be required if complex robots are to one day interact safely with people in everyday environments. Analyzing and predicting full-body behaviors is difficult in humanoid robots because of the high number of degrees of freedom and unstable nature of the dynamics. This thesis demonstrates the use of simple models to approximate the dynamics and simplify the design of reactive balance controllers. These simple models define distinct balance recovery strategies and improve state estimation. Push Recovery Model Predictive Control (PR-MPC), an optimization-based reactive balance controller that considers future actions and constraints using a simple COM model, is presented. This controller outputs feasible controls which are realized by Dynamic Balance Force Control (DBFC), a force controller that produces full-body joint torques. Push recovery, walking, and other force-based tasks are presented both in simulation and in experiments on the Sarcos Primus hydraulic humanoid robot."

Interfacing Humans and Robots for Gait Assistance and Rehabilitation

Interfacing Humans and Robots for Gait Assistance and Rehabilitation PDF Author: Carlos A. Cifuentes
Publisher: Springer Nature
ISBN: 3030796302
Category : Technology & Engineering
Languages : en
Pages : 384

Book Description
The concepts represented in this textbook are explored for the first time in assistive and rehabilitation robotics, which is the combination of physical, cognitive, and social human-robot interaction to empower gait rehabilitation and assist human mobility. The aim is to consolidate the methodologies, modules, and technologies implemented in lower-limb exoskeletons, smart walkers, and social robots when human gait assistance and rehabilitation are the primary targets. This book presents the combination of emergent technologies in healthcare applications and robotics science, such as soft robotics, force control, novel sensing methods, brain-computer interfaces, serious games, automatic learning, and motion planning. From the clinical perspective, case studies are presented for testing and evaluating how those robots interact with humans, analyzing acceptance, perception, biomechanics factors, and physiological mechanisms of recovery during the robotic assistance or therapy. Interfacing Humans and Robots for Gait Assistance and Rehabilitation will enable undergraduate and graduate students of biomedical engineering, rehabilitation engineering, robotics, and health sciences to understand the clinical needs, technology, and science of human-robot interaction behind robotic devices for rehabilitation, and the evidence and implications related to the implementation of those devices in actual therapy and daily life applications.

An Overview on Balancing and Stabilization Control of Biped Robots

An Overview on Balancing and Stabilization Control of Biped Robots PDF Author: Hayder Al-Shuka
Publisher: GRIN Verlag
ISBN: 3668550336
Category : Technology & Engineering
Languages : en
Pages : 27

Book Description
Academic Paper from the year 2017 in the subject Engineering - Robotics, , language: English, abstract: Researchers dream of developing autonomous humanoid robots which behave/walk like a human being. Biped robots, although complex, have the greatest potential for use in human-centered environments such as the home or office. Studying biped robots is also important for understanding human locomotion and improving control strategies for prosthetic and orthotic limbs. Control systems of humans walking in cluttered environments are complex, however, and may involve multiple local controllers and commands from the cerebellum. Although biped robots have been of interest over the last four decades, no unified stability/balance criterion adopted for stabilization of miscellaneous walking/running modes of biped robots has so far been available. The literature is scattered and it is difficult to construct a unified background for the balance strategies of biped motion. The zero-moment point (ZMP) criterion, however, is a conservative indicator of stabilized motion for a class of biped robots. Therefore, we offer a systematic presentation of multi-level balance controllers for stabilization and balance recovery of ZMP-based humanoid robots.