UAS-Rx interface for mission planning, fire tracking, fire ignition, and real-time updating

Evan Beachly, Carrick Detweiler, Sebastian G. Elbaum, D. Twidwell, Brittany A. Duncan
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引用次数: 13

Abstract

This paper presents the development of an interface for small Unmanned Aerial Systems to allow the deployment of ignition spheres at a prescribed fire, real-time fire modeling, and user updates to the automated fire model. Current systems are limited to fire monitoring or modeling, generally rely on a desktop computer, and do not allow updates to the model nor parameter adjustments in the field. The novelty in the current approach is in enabling user control of all aspects of flight, including take-off, waypoint navigation, payload delivery, and landing from the interface while also allowing fire modeling and incorporating this information into the flight planning to increase safety and effectiveness of the vehicle. This system will allow fire experts to reach previously inaccessible terrain to ignite controlled burns, model fire progression through novel terrain and vegetation to improve current models, and allow team members to maintain higher levels of situation awareness through the ability to project fire spread at future times. Initial user testing at a 40 acre prescribed burn shows that the model is considerably more accurate with user corrections, and that even half the user corrections dramatically reduced the distance between the projected and actual fire lines. Future tests are planned with more users in challenging terrain to provide new information to the fire management communities.
用于任务规划、火力跟踪、点火和实时更新的UAS-Rx接口
本文介绍了小型无人机系统接口的开发,该接口允许在规定的火灾中部署点火球体,实时火灾建模,以及用户对自动火灾模型的更新。目前的系统仅限于火灾监测或建模,通常依赖于台式计算机,不允许在现场更新模型或调整参数。当前方法的新颖之处在于用户能够控制飞行的各个方面,包括起飞、航路点导航、有效载荷交付和着陆,同时还允许进行火灾建模,并将这些信息纳入飞行计划,以提高飞行器的安全性和有效性。该系统将允许消防专家到达以前无法到达的地形,点燃可控烧伤,通过新地形和植被模拟火灾进展,以改进当前模型,并允许团队成员通过预测未来火灾蔓延的能力保持更高水平的态势感知。在40英亩的指定燃烧区域进行的初始用户测试表明,该模型在用户修正后相当准确,并且即使只有一半的用户修正也显著缩短了预测火线和实际火线之间的距离。未来的测试计划有更多的用户在具有挑战性的地形,为消防管理社区提供新的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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