Our long-term goal is to better understand how the nervous system controls muscles to generate movement. Our overall hypothesis is that the nervous system coordinates muscles by flexibly recruiting muscle synergies, defined here as groups of muscles simultaneously activated in fixed ratios, in order to map high-level task goals into motor actions. Here we studied muscle coordination in the context of balance control - a task that requires multisensory integration and coordination of multiple muscles, yet has a clear goal of controlling the center of mass (CoM), which can be achieved by using different strategies. If muscle synergies are a common mechanism used by the nervous system for balance control, we would expect to see the same muscle synergies used in a variety of strategies. Therefore we investigated the robustness of the muscle synergies in a variety of human postural strategies, such as standing, stepping and walking, to determine whether muscle synergies are a consistent underlying mechanism used by the nervous system. We hypothesized that muscle synergies are recruited to control a task-level variable (e.g. CoM direction) that is not specific to a particular postural strategy. We demonstrated that similar muscle synergies are used in reactive responses to standing balance perturbations, in reactive stepping responses, in walking, and in reactive postural responses during walking, suggesting a common neural mechanism not only for balance control in various contexts, but for movement in general. The differences in the timing and spatial organization of muscle activity in standing, stepping, and walking postural responses were largely explained by altering the recruitment of a common set of muscle synergies, with the addition of only a single muscle synergy specific to each behavior. We demonstrated the functionality of muscle synergies by showing that each muscle synergy was correlated with a particular force produced at the ground and component of CoM acceleration both in stepping and in non-stepping postural responses. These results suggest that muscle synergies reflect the neural organization of the motor system, representing motor modules recruited to achieve a common biomechanical function across different postural behaviors. Additionally, muscle synergies used during walking were recruited during atypical phases of the gait cycle in response to an unexpected perturbation, in order to maintain balance and continue walking, suggesting a common neural mechanism for different balance requirements during walking. The compositions of muscle synergies used during walking were similar to those used during walking perturbations as well as standing balance perturbations, suggesting that muscle synergies represent common neural mechanisms for CoM movement control under different dynamic conditions. These results are of interest to a variety of fields such as rehabilitation science, prosthetics, and robotics.

Thesis (Ph. D.)--University of Missouri-Columbia, 2003. / Typescript. Vita. Includes bibliographical references (leaves 103-108). Also available on the Internet.

Thesis (Ph. D.)--University of Missouri-Columbia, 2003. / Typescript. Vita. Includes bibliographical references (leaves 103-108). Also available on the Internet.

Locomotion persists despite changes in external and internal circumstances. Motor responses to gait impairment exhibit commonalities across various taxa and types of injury, yet we lack a systematic understanding of compensation strategies. The objective of this dissertation is to uncover principles governing implicit goals within the control of locomotion. I propose that coordination of injured locomotion will demonstrate that these goals follow a hierarchical organization of the neuromuscular system. Accurate quantification of gait deficits in rodents demands sophisticated measurement techniques. I utilize X-ray technology to examine intralimb and interlimb coordination after unilateral injury in rats. My findings indicate that compensation to injury involves the coordination of lower-order motor elements to preserve the pre-injury behaviors of higher-order elements. Specifically I present evidence that preservation of limb angle and limb length are critical task goals that transcend injury states and afferent sensory feedback conditions. Broadening my investigation to include interlimb coordination revealed that task goals may change to satisfy the goals of a higher hierarchical level. This work is a necessary precursor to study locomotor coordination and injury compensation in more complex rodent injury models such as self-reinnervation, sciatic nerve, and spinal cord injury. These results could also translate to clinical gait rehabilitation through future protocols that address motor patterns of the entire limb over the behavior of individual joints.

Achieving a believable gait pattern for a virtual quadrupedal character requires a significant time investment from an animator. This thesis presents a prototype system for creating a foundational layer of natural-looking animation to serve as a starting point for an animator. Starting with video of an actual horse walking, joints are animated over the footage to create a rotoscoped animation. This animation represents the animal’s natural motion. Joint angle values for the legs are sampled per frame of the animation and conditioned for Fourier analysis. The Fast Fourier Transform provides frequency information that is used to create mathematical descriptions of each joint’s movement. A model representing the horse’s overall gait pattern is created once each of the leg joints has been analyzed and defined. Lastly, a new rig for a virtual quadruped is created and its leg joints are animated using the gait pattern model derived through the analysis.

Un des plus grands défis dans la commande des robots est de combler l'écart entre la capacité de mouvement de l'humain et des robots humanoïdes. La difficulté réside dans la complexité des systèmes dynamiques représentant les robots humanoïdes: la non linéarité, le sous-actionnement, le comportement non-lisse en raison de collisions et de frottement, le nombre élevé de degrés de liberté. De plus, les robots humanoïdes sont censés opérer dans des environnements non-déterministes, qui exigent une commande temps réel avancée.L'approche qui prévaut actuellement pour faire face à ces difficultés est d'imposer diverses restrictions sur les mouvements et d'employer des modèles approximatifs des robots. Dans cette thèse, nous suivons la même ligne de recherche et proposons une nouvelle approche pour la conception de contrôleurs corps entier qui préservent l'équilibre. L'idée principale est de tirer parti des avantages des modèles approximatifs et de corps entier en les mélangeant dans un seul problème de contrôle prédictif avec des objectifs strictement hiérarchisés.La préservation de l'équilibre est l'une des principales préoccupations dans la commande des robots humanoïdes. Des recherches antérieures ont déjà établi que l'anticipation des mouvements est essentiel à cet effet. Nous préconisons que l'anticipation est utile dans ce sens comme un moyen de maintenir la capturabilité du mouvement, i.e., la capacité de s'arrêter. Nous soulignons que capturabilité des mouvements prévus peut être imposée avec des contraintes appropriées. Dans la pratique, il est fréquent d'anticiper les mouvements du robot à l'aide de modèles approximatifs afin de réduire l'effort de calcul, par conséquent, un contrôleur séparé de mouvement du corps entier est nécessaire pour le suivi. Au lieu de cela, nous proposons d'introduire l'anticipation avec un modèle approximatif directement dans le contrôleur corps entier. En conséquence, les mouvements du corps entier générés respectent les contraintes de capturabilité et les mouvements anticipes du modèle approximatif prennent en compte les contraintes et les tâches désirées pour le corps entier. Nous posons nos contrôleurs du mouvement du corps entier comme des problèmes d'optimisation avec des objectifs strictement hiérarchisés. Bien que cet ordre de priorité soit commun dans la littérature, nous croyons qu'il est souvent mal exploité.Par conséquent, nous proposons plusieurs exemples de contrôleurs, où la hiérarchisation est utile et nécessaire pour atteindre les comportements souhaités. Nous évaluons nos contrôleurs dans deux scénarios simulés, où la tâche du corps entier du robot influence la marche et le robot exploite éventuellement un contact avec la main pour maintenir son équilibre en étant debout. / One of the greatest challenges in robot control is closing the gap between themotion capabilities of humans and humanoid robots. The difficulty lies in thecomplexity of the dynamical systems representing the said robots: theirnonlinearity, underactuation, discrete behavior due to collisions and friction,high number of degrees of freedom. Moreover, humanoid robots are supposed tooperate in non-deterministic environments, which require advanced real timecontrol. The currently prevailing approach to coping with these difficulties isto impose various limitations on the motions and employ approximate models ofthe robots. In this thesis, we follow the same line of research and propose anew approach to the design of balance preserving whole body motion controllers.The key idea is to leverage the advantages of whole body and approximate modelsby mixing them within a single predictive control problem with strictlyprioritized objectives.Balance preservation is one of the primary concerns in the control of humanoidrobots. Previous research has already established that anticipation of motionsis crucial for this purpose. We advocate that anticipation is helpful in thissense as a way to maintain capturability of the motion, i.e., the ability tostop. We stress that capturability of anticipated motions can be enforced withappropriate constraints. In practice, it is common to anticipate motions usingapproximate models in order to reduce computational effort, hence, a separatewhole body motion controller is needed for tracking. Instead, we propose tointroduce anticipation with an approximate model into the whole body motioncontroller. As a result, the generated whole body motions respect thecapturability constraints and the anticipated motions of an approximate modeltake into account whole body constraints and tasks. We pose our whole bodymotion controllers as optimization problems with strictly prioritizedobjectives. Though such prioritization is common in the literature, we believethat it is often not properly exploited. We, therefore, propose severalexamples of controllers, where prioritization is useful and necessary toachieve desired behaviors. We evaluate our controllers in two simulatedscenarios, where a whole body task influences walking motions of the robot andthe robot optionally exploits a hand contact to maintain balance whilestanding.

Les robots à pattes promettent de pouvoir marcher sur des terrains irréguliers, voire accidentés. Ils trouvent dès aujourd'hui une application ludo- éducative. Nous présentons la plateforme Metabot, un robot quadrupède open-source, qui a été développée pour l'éducation. Cette dernière s'inscrit dans le contexte technologique actuel, qui permet, grâce à un accès au prototypage rapide et aux composants sur étagère de construire des robots à pattes autrefois présents uniquement dans les laboratoires. Cette plateforme a été utilisée dans l'enseignement secondaire, afin de permettre à des élèves de découvrir la robotique, ainsi que la programmation. Nous décrivons par la suite un environnement mis au point dans le but d'étudier la locomotion des robots à pattes, en étendant le contrôleur expert développé sur Metabot à une plus grande famille de robots. Nous avons réalisé une série d'expériences en simulation sur moteur physique que nous avons analysées dans le but de mieux comprendre les règles qui régissent la locomotion des robots à pattes. Enfin, nous nous intéressons à la locomotion bipède, qui pose le problème de la stabilité. Lors du développement de notre plateforme Sigmaban, un petit robot humanoïde conçu pour participer à la RoboCup, nous avons créé un capteur permettant d'estimer le centre de pression du robot. Nous exploitons ce dernier pour améliorer la stabilité latérale du robot, en créant ainsi une marche en boucle fermée. / A promise of legged robots is being able walking on irregular or uneven floor. It is already used nowadays in education and entertainment applications. We introduce the Metabot platform, an open-source quadruped robot developped for education. This takes place in current technological context which allows, thanks to an access to fast prototyping and off-shelf components, building legged robots that were formerly only present in laboratories. This platform was used for teaching in secondary schools, allowing students to discover robotics, and especially programming. We then describe an environment designed to study legged robots locomotion, extending the expert controller designed for Metabot. We realized some physics simulation experiments and analyzed it to get a better understanding of the legged locomotion underlying rules. At last, we get a closer look at biped locomotion, for which stability problems arise. When developping our Sigmaban platform, a small-sized humanoid robot created to participate in RoboCup soccer, we designed foot pressure sensors that allow us to estimate the robot center of pressure. We exploit these sensors to improve the lateral stability on the robot, creating a closed-loop walk.

L'imagerie motrice, ou représentation interne d'un mouvement, est une technique d'entraînement mental ayant la particularité d'impacter la plasticité cérébrale activité-dépendante. La pertinence de son intégration au sein des programmes de rééducation fonctionnelle a été validée par de nombreuses études expérimentales, tout particulièrement pour les personnes victimes d'un accident vasculaire cérébral ou d'une lésion de la moelle épinière. Les résultats obtenus par ce travail de thèse élargissent l'éventail des populations pouvant bénéficier de cette approche en validant la faisabilité et en précisant les conditions optimales de l'intégration de l'imagerie motrice dans le cadre de la rééducation de personnes amputées du membre inférieur. Nous rapportons également des résultats préliminaires prometteurs quant à ses effets sur le recouvrement de leurs capacités locomotrices. Les données montrent que le travail en imagerie motrice devrait être spécifique aux mouvements fonctionnels bilatéraux et que, sous réserve d'une prochaine validation auprès de cette population, l'imagerie motrice de tâches posturales ainsi que l'utilisation conjointe de la stimulation transcrânienne à courant continu, devraient permettre de maximiser son pouvoir d'action sur le recouvrement de la locomotion de personnes amputées du membre inférieur / Motor imagery, which refers to the internal representation of a movement, has the potential to impact activity-dependent plasticity. The relevance of motor imagery, as a technique allowing substantial motor performance gains and motor recovery in the field of rehabilitation, has been validated by numerous experimental studies in stroke patients and persons suffering from spinal cord injury. By highlighting the possibility of integrating motor imagery within the framework of lower-limb amputees’ rehabilitation programs, and revealing promising preliminary data regarding locomotion recovery, the results of this thesis broaden the range of people which might benefit from this technique. Data further suggest that motor imagery should specifically focus on functional and bilateral tasks, and that concomitant use of transcranial direct current stimulation should contribute to potentiate the impact of motor imagery on locomotion recovery of lower-limb amputees

Orientador: Carlos Alberto dos Reis Filho / Dissertação (mestrado) - Universidade Estadual de Campinas, Faculdade de Engenharia Eletrica e de Computação / Made available in DSpace on 2018-08-10T09:10:45Z (GMT). No. of bitstreams: 1 Nadalin_EvertonZaccaria_M.pdf: 2191420 bytes, checksum: 38decb6d182261bd5e5fc2df03ad1b9a (MD5) Previous issue date: 2007 / Resumo: Este trabalho está relacionado com o problema da pesagem de um bovino criado em campo aberto, não confinado, destinado ao corte. O conhecimento da evolução contínua do peso do animal é de grande importância neste ramo de negócios e uma solução tecnicamente satisfatória, de custo aceitável e de tecnologia proprietária, certamente representa uma significativa contribuição ao Brasil. Uma solução idealizada, que é a meta maior do projeto em que este trabalho se enquadra, prevê o uso de um dispositivo instalado nas patas do animal, contendo um sensor de pressão ou de impacto e uma unidade eletrônica local que condiciona, digitaliza e armazena os sinais do sensor. Além disto, a unidade eletrônica transmite estes dados através de uma rede de comunicação de dados sem fio e de baixo consumo de energia para centrais de coleta e processamento estrategicamente situadas na área em que o gado se desenvolve. Tal sistema viabiliza, deste modo, acumular no tempo as informações de cada pisada de cada animal. O sinal produzido por um sensor em conseqüência do impacto de cada pisada é influenciado por diversos parâmetros, dentre os quais o peso do animal. Sendo assim, é impossível estabelecer uma relação direta e exclusiva entre o sinal do sensor e o peso. Entretanto, os valores acumulados destes sinais descrevem uma função de múltiplas variáveis que pode ser tratada juntamente com algumas informações complementares sobre o ambiente, buscando-se o isolamento da variável peso. Para isto, uma abordagem adequada prevê o desenvolvimento ou adoção de um modelo do mecanismo de movimentação do animal e o tratamento numérico dos dados acumulados aplicando filtragens e buscas de correlações. Trata-se, portanto, de uma solução de natureza multidisciplinar, que exige uma aliança de conhecimentos complementares para a sua realização. Coube ao presente trabalho, desenvolvido no âmbito da engenharia eletrônica, a implementação de uma etapa preliminar e necessária que consiste de um sistema de caracterização de pisadas constituído de um conjunto de sensores piezoelétricos, uma interface que permite a transferência dos dados destes sensores a um computador e um ambiente de software através do qual foram testados algoritmos para a verificação de correlação entre os sinais associados às pisadas e o peso do agente. São frutos deste trabalho um sistema de coleta automática dos sinais de pisadas, que permitiu a captura de sinais com sensores instalados tanto numa plataforma fixa como num sapato tênis, e um estudo comparativo dos resultados obtidos de tratamentos numéricos distintos aplicados aos dados experimentais / Abstract: This work deals with the problem of weighting non-confined cattle raised in open field for meat production. The knowledge of the continuous weight change of the animal is of great importance in this business field. Therefore, a technically satisfactory solution, with acceptable price and customized technology, certainly represents a significant contribution to Brazil. The idealized solution, which is the major goal to be pursued by the project in which this work takes part, considers the use of a device placed into the animal¿s hooves. It would contain a pressure or impact sensor and a local electronic unit, which conditions, digitizes and stores the signals received from the sensor. The electronic unit also transmits this data through a low-energy wireless communication network to reception and processing stations placed strategically around the area where the cattle raises. Such a system enables accumulating data about the steps of each animal throughout time. Several parameters, including the animal¿s weight, influence the signal produced by a sensor as a consequence to the impact of a step. Therefore, it is impossible to establish a direct and exclusive relation between the signal given by the sensor and the weight. Nevertheless, the accumulated data of these signals describe a multiple variable function that can be treated together with some complementary information about the environment, seeking the isolation of the weight variable. An adequate approach predicts the development or use of a model of the animal¿s locomotion mechanism and the numeric treatment of the accumulated data by applying filtering and seeking correlations. The multidisciplinary nature of this solution demands an alliance of complementary knowledge for its accomplishment. This work, developed in the scope of electrical engineering, implemented a necessary and preliminary stage that consists of: a step characterization system, made of a set of piezoelectric sensors, an interface that allows transferring data from the sensors to a computer and a software environment, in which algorithms were tested to verify the correlation between the signals associated to the steps and the agent¿s weight. The main result of this work are a system that performs automatic collecting of steps, which allowed the capture of the signals with sensors installed both on a fixed platform and inside tennis shoes, and the comparative study of the results of different numerical treatments applied to the experimental data / Mestrado / Eletrônica, Microeletrônica e Optoeletrônica / Mestre em Engenharia Elétrica

Analyse de la marche des personnes amputées de membre inférieur en situations contraignantes de la vie couranteRESUME : Le projet se situe dans le contexte du handicap moteur et plus spécifiquement concerne les personnes amputées de membre inférieur. Une autonomie de déplacement est redonnée aux patients grâce à l'appareillage et la rééducation qui restituent une partie des fonctions locomotrices. Cependant, l'autonomie des personnes amputées de membre inférieur est limitée par des situations plus contraignantes que la marche sur sol plat (plans inclinés, escaliers, dévers) et rencontrées quotidiennement. Le développement de nouveaux composants prothétiques et protocoles de rééducation peut permettre de réduire les difficultés des patients dans ces situations. Au préalable, il est nécessaire de comprendre le comportement du système ostéo-articulaire et des composants prothétiques lors de la locomotion en situations contraignantes de la vie courante. L'analyse quantifiée de la marche a été utilisée dans cet objectif de caractérisation de la locomotion. Les travaux de thèse s'inscrivent dans un projet de trois ans financé par l'ANR en partenariat avec deux centres d'appareillage et de recherche clinique, le INI-CERAH (Centre d'Études et de Recherche Appareillage des Handicapés) et l'IRR (Institut Régional de Médecine Physique et de Réadaptation), et un industriel, l'entreprise Proteor fabricant de composants prothétiques. Un protocole permettant d'étudier la locomotion et les adaptations de la locomotion entre cinq situations différentes de la vie courante a été mis en place. Une base de données unique et d'envergure, au vue de la littérature, a été créée. Elle regroupe les paramètres de la marche de 22 sujets amputés transtibiaux, de 21 sujets amputés transfémoraux et 30 sujets contrôles, ayant suivi le même protocole. Des paramètres biomécaniques ont été identifiés pour caractériser les adaptations de la locomotion des sujets amputés entre le plat et le dévers et la pente par comparaison aux adaptations des sujets contrôles entre le plat et ces situations. Cette méthode d'analyse novatrice permet d'appréhender la locomotion d'un groupe de sujet en tenant compte de la marche propre à chaque individu du groupe. Ces travaux de thèse apportent un protocole, une base de données et un complément de connaissances sur les mécanismes mis en jeu lors de la locomotion en pente et en dévers.Mots clés : Amputation, Appareillage, Biomécanique, Locomotion, Dévers, Pentes / Gait analysis of lower limb amputee locomotion in limiting situations of daily livingABSTRACT : Project deals with disability and particularly lower limb amputation. Fitting and rehabilitation restore part of locomotor system functions and allow lower limb amputee people to recover autonomy in motion. However, this autonomy is restricted due to more limiting situations than level walking (inclined surfaces, stairs, cross-slopes) patients have to face in everyday life. Developing new prosthetic components and rehabilitation protocols could reduce lower limb amputee people difficulties in these situations. In this aim, it is essential to understand the behavior of the osteo-articular system and of the prosthetic components while walking in limiting situations of daily living. Quantified gait analysis served this objective of locomotion characterization. PhD work is part of a three years project funded by ANR (French National Research Agency) in partnership with two clinical research centers, INI-CERAH and IRR, and an industrial, Proteor prosthetic components manufacturer. A protocol was set. It allows to study locomotion and locomotion adaptations of lower limb amputee people between five different daily living situations. A large and unique database, with regards to the literature, was created. It gathers parameters describing gait of 22 transfemoral amputee subjects, 21 transtibial amputee people and 30 control subjects, who followed the same protocol. Biomechanical parameters were identified to characterize amputee people locomotion adaptations between level walking and slopes and cross-slopes walking by comparing to locomotion adaptations of control subjects between flat surface and these situations. This innovative analysis method enables to analyze the locomotion of a group of people taking into account the gait pattern of each individual in the group. This work provides a protocol, a database and complementary analyses of mechanisms occurring during slope and cross-slopes locomotion.Keywords : Amputation, Biomechanics, Cross-slopes, Locomotion, Prosthetic fitting, Slopes