Electrical Engineering Department, Tel Aviv University, Tel Aviv, Israel.
School of Zoology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv, Israel.
PLoS Comput Biol. 2022 Mar 8;18(3):e1009936. doi: 10.1371/journal.pcbi.1009936. eCollection 2022 Mar.
One of the most difficult sensorimotor behaviors exhibited by flying animals is the ability to track another flying animal based on its sound emissions. From insects to mammals, animals display this ability in order to localize and track conspecifics, mate or prey. The pursuing individual must overcome multiple non-trivial challenges including the detection of the sounds emitted by the target, matching the input received by its (mostly) two sensors, localizing the direction of the sound target in real time and then pursuing it. All this has to be done rapidly as the target is constantly moving. In this project, we set to mimic this ability using a physical bio-mimetic autonomous drone. We equipped a miniature commercial drone with our in-house 2D sound localization electronic circuit which uses two microphones (mimicking biological ears) to localize sound signals in real-time and steer the drone in the horizontal plane accordingly. We focus on bat signals because bats are known to eavesdrop on conspecifics and follow them, but our approach could be generalized to other biological signals and other man-made signals. Using two different experiments, we show that our fully autonomous aviator can track the position of a moving sound emitting target and pursue it in real-time. Building an actual robotic-agent, forced us to deal with real-life difficulties which also challenge animals. We thus discuss the similarities and differences between our and the biological approach.
飞行动物表现出的最困难的感觉运动行为之一是能够根据声音来跟踪另一个飞行动物。从昆虫到哺乳动物,动物都具有这种能力,以便定位和跟踪同种动物、交配或捕食。追踪者必须克服多个非平凡的挑战,包括检测目标发出的声音、匹配其(主要是)两个传感器接收到的输入、实时定位声音目标的方向,然后进行追踪。所有这些都必须迅速完成,因为目标在不断移动。在这个项目中,我们使用物理仿生自主无人机来模拟这种能力。我们为微型商业无人机配备了我们内部的 2D 声音定位电子电路,该电路使用两个麦克风(模拟生物耳朵)实时定位声音信号,并相应地在水平面上引导无人机。我们专注于蝙蝠信号,因为蝙蝠已知会偷听同类并跟随它们,但我们的方法可以推广到其他生物信号和其他人为信号。通过两个不同的实验,我们表明我们的完全自主飞行器可以跟踪移动声源的位置并实时跟踪它。构建一个实际的机器人代理迫使我们应对现实生活中的困难,这些困难也挑战着动物。因此,我们讨论了我们的方法与生物方法之间的相似之处和不同之处。