Canine emotional states assessment with heart rate variability

Eri Nakahara, Yuki Maruno, Takatomi Kubo, Rina Ouchi, Maki Katayama, K. Fujiwara, M. Nagasawa, T. Kikusui, K. Ikeda
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引用次数: 2

Abstract

Emotions of a person affect the person's performance in a task and so do emotions of a rescue dog that works after disasters. Hence, estimating emotions of a rescue dog by the handler can improve its performance and welfare. Emotions also appear in physiological signals such as heart rate variability (HRV). In fact, HRV has information of emotions in both cases of human and dogs. To make emotion estimation more practical, we proposed a method for emotion estimation from HRV of dogs and evaluated its performance using real data. The method classified positive, negative, and neutral emotions with 88% accuracy within each subject and 72% over all subjects. These accuracies are high enough for practical use in rescue dogs.
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犬类情绪状态评估与心率变异性
人的情绪会影响人在任务中的表现,灾后救援犬的情绪也是如此。因此,训练者对救援犬的情绪进行评估可以提高救援犬的表现和福利。情绪也会出现在心率变异性(HRV)等生理信号中。事实上,HRV具有人类和狗的情感信息。为了使情绪估计更加实用,我们提出了一种基于狗HRV的情绪估计方法,并使用真实数据对其性能进行了评估。该方法对每个受试者的积极、消极和中性情绪进行分类,准确率为88%,对所有受试者的准确率为72%。这样的准确率对于救援犬的实际应用来说已经足够高了。
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