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Systematic Biases in Human Heading Estimation

机译:人类航向估计中的系统偏见

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摘要

Heading estimation is vital to everyday navigation and locomotion. Despite extensive behavioral and physiological research on both visual and vestibular heading estimation over more than two decades, the accuracy of heading estimation has not yet been systematically evaluated. Therefore human visual and vestibular heading estimation was assessed in the horizontal plane using a motion platform and stereo visual display. Heading angle was overestimated during forward movements and underestimated during backward movements in response to both visual and vestibular stimuli, indicating an overall multimodal bias toward lateral directions. Lateral biases are consistent with the overrepresentation of lateral preferred directions observed in neural populations that carry visual and vestibular heading information, including MSTd and otolith afferent populations. Due to this overrepresentation, population vector decoding yields patterns of bias remarkably similar to those observed behaviorally. Lateral biases are inconsistent with standard Bayesian accounts which predict that estimates should be biased toward the most common straight forward heading direction. Nevertheless, lateral biases may be functionally relevant. They effectively constitute a perceptual scale expansion around straight ahead which could allow for more precise estimation and provide a high gain feedback signal to facilitate maintenance of straight-forward heading during everyday navigation and locomotion.
机译:航向估计对于日常导航和运动至关重要。尽管在过去的二十多年中对视觉和前庭航向估计进行了广泛的行为和生理研究,但航向估计的准确性尚未得到系统的评估。因此,使用运动平台和立体视觉显示器在水平面中评估了人类的视觉和前庭航向。响应于视觉和前庭刺激,在向前运动过程中,航向角被高估,而在向后运动过程中,航向角被低估,表明整体的多模态偏向横向。横向偏向与在带有视觉和前庭航向信息的神经种群(包括MSTd和耳石传入种群)中观察到的侧向优先方向的过多表示相一致。由于这种过度表现,总体矢量解码产生的偏差模式与行为观察到的模式非常相似。横向偏差与标准贝叶斯帐户不一致,标准贝叶斯帐户预测应将估计值偏向最常见的直接航向。尽管如此,横向偏斜在功能上可能是相关的。它们有效地构成了直行周围的感知尺度扩展,这可以允许进行更精确的估计,并提供高增益反馈信号,从而有助于在日常导航和移动过程中保持直行航向。

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