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Localization for robotic capsule looped by axially magnetized permanent-magnet ring based on hybrid strategy

机译:基于混合策略的轴向磁化永磁环环绕机器人胶囊定位

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摘要

To actively maneuver a robotic capsule for interactive diagnosis in the gastrointestinal tract, visualizing accurate position and orientation of the capsule when it moves in the gastrointestinal tract is essential. A possible method that encloses the circuits, batteries, imaging device, etc into the capsule looped by an axially magnetized permanent-magnet ring is proposed. Based on expression of the axially magnetized permanent-magnet ring’s magnetic fields, a localization and orientation model was established. An improved hybrid strategy that combines the advantages of particle-swarm optimization, clone algorithm, and the Levenberg–Marquardt algorithm was found to solve the model. Experiments showed that the hybrid strategy has good accuracy, convergence, and real time performance.
机译:为了主动操纵机器人胶囊在胃肠道中进行交互式诊断,当胶囊在胃肠道中移动时,可视化胶囊的准确位置和方向至关重要。提出了一种可能的方法,将电路,电池,成像设备等装入通过轴向磁化的永磁体环成环的胶囊中。根据轴向磁化的永磁环的磁场的表达,建立了定位和取向模型。结合粒子群优化,克隆算法和Levenberg-Marquardt算法的优点,发现了一种改进的混合策略来求解模型。实验表明,该混合策略具有良好的准确性,收敛性和实时性。

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