搜救场景中基于轴承的目标定位

Giulia Michieletto, Nicola Mimmo, Roberto Naldi, Angelo Cenedese
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摘要

本文讨论的是搜救场景中的目标定位问题,搜救技术以电磁收发器为基础。噪声底线和电磁辐射模式的形状使这一问题具有挑战性。事实上,一方面,信噪比会随着与电磁源距离的倒数而降低,从而影响基于估计的技术的适用性。另一方面,非各向同性的辐射模式降低了基于梯度的策略的有效性。在这项工作中,我们通过将基于梯度的技术和基于估计的技术相结合来管理一支配备了电磁传感器的自主代理舰队,从而加快发射机的定位速度。在雪崩场景中用于搜索和救援的 ARTVA 技术的专门模拟证实,我们的方案优于当前的解决方案。
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Bearing-based Target Localisation in Search and Rescue Scenarios
This paper deals with the target localisation problem in search and rescue scenarios in which the technology is based on electromagnetic transceivers. The noise floor and the shape of the electromagnetic radiation pattern make this problem challenging. Indeed, on the one hand, the signal-to-noise ratio reduces with the inverse of the distance from the electromagnetic source thus impacting estimation-based techniques applicability. On the other hand, non-isotropic radiation patterns lessen the efficacy of gradient-based policies. In this work, we manage a fleet of autonomous agents, equipped with electromagnetic sensors, by combining gradient-based and estimation-based techniques to speed up the transmitter localisation. Simulations specialized in the ARTVA technology used in search and rescue in avalanche scenarios confirm that our scheme outperforms current solutions.
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