1,984 research outputs found

    Probabilistic and Distributed Control of a Large-Scale Swarm of Autonomous Agents

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    We present a novel method for guiding a large-scale swarm of autonomous agents into a desired formation shape in a distributed and scalable manner. Our Probabilistic Swarm Guidance using Inhomogeneous Markov Chains (PSG-IMC) algorithm adopts an Eulerian framework, where the physical space is partitioned into bins and the swarm's density distribution over each bin is controlled. Each agent determines its bin transition probabilities using a time-inhomogeneous Markov chain. These time-varying Markov matrices are constructed by each agent in real-time using the feedback from the current swarm distribution, which is estimated in a distributed manner. The PSG-IMC algorithm minimizes the expected cost of the transitions per time instant, required to achieve and maintain the desired formation shape, even when agents are added to or removed from the swarm. The algorithm scales well with a large number of agents and complex formation shapes, and can also be adapted for area exploration applications. We demonstrate the effectiveness of this proposed swarm guidance algorithm by using results of numerical simulations and hardware experiments with multiple quadrotors.Comment: Submitted to IEEE Transactions on Robotic

    Modelos discriminantes para predecir la pérdida de peso. Proyecto PROgramas de Nutrición y Actividad Física para el tratamiento de la obesidad (PRONAF)

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    El objetivo del trabajo fue crear modelos discriminantes para estimar el porcentaje de pérdida de peso tras una intervención de seis meses, determinando la importancia de cada variable estudiada. La muestra, formada por 89 participantes en sobrepeso (18–50 años; IMC >25 y <29.9 kg/m2), fue distribuida en cuatro grupos de intervención: entrenamiento con cargas (S, n=22); entrenamiento aeróbico (E, n=25); entrenamiento combinado cargas + aeróbico (SE, n=23) y recomendaciones de ejercicio físico (C, n=19). Los grupos de entrenamiento entrenaron 3 veces/semana durante 24 semanas. Todos los grupos siguieron una restricción calórica del 25% del gasto energético diario. Tres modelos discriminantes fueron obtenidos para estimar el porcentaje de pérdida de peso, determinando que el peso, la masa grasa y el peso magro son las variables más importantes para discriminar la pérdida de peso. Los tres modelos discriminantes consiguen un elevado porcentaje de clasificación correcta. Registrado en Clinical Trials Gov.: número NCT01116856

    Webliography of African-American Champaign-Urbana

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    This Lab Note reflects one part of a year-long project called eBlackChampaign-Urbana. Our interest here is to provide better access to the dispersed documentation of local African-American history and culture in ChampaignUrbana, using digital technology to aggregate and enliven historical and contemporary information. Although this webliography focuses primarily on substantial, in-depth texts documenting local African-American life, we are also aggregating into the eBlackCU.net website URLs for local African-American websites, facebook pages, photographs, newspaper clippings, flyers, posters and other ephemeral documentation of Champaign-Urbana's Black heritage.published or submitted for publicationnot peer reviewe

    Improved micro-contact resistance model that considers material deformation, electron transport and thin film characteristics

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    This paper reports on an improved analytic model forpredicting micro-contact resistance needed for designing microelectro-mechanical systems (MEMS) switches. The originalmodel had two primary considerations: 1) contact materialdeformation (i.e. elastic, plastic, or elastic-plastic) and 2) effectivecontact area radius. The model also assumed that individual aspotswere close together and that their interactions weredependent on each other which led to using the single effective aspotcontact area model. This single effective area model wasused to determine specific electron transport regions (i.e. ballistic,quasi-ballistic, or diffusive) by comparing the effective radius andthe mean free path of an electron. Using this model required thatmicro-switch contact materials be deposited, during devicefabrication, with processes ensuring low surface roughness values(i.e. sputtered films). Sputtered thin film electric contacts,however, do not behave like bulk materials and the effects of thinfilm contacts and spreading resistance must be considered. Theimproved micro-contact resistance model accounts for the twoprimary considerations above, as well as, using thin film,sputtered, electric contact
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