This paper jointly optimizes the flying location and wireless communication transmit power for an unmanned aerial vehicle (UAV) conducting covert operations. This is motivated by application scenarios such as military ground surveillance from airborne platforms, where it is vital for a UAV's signal transmission to be undetectable by those within the surveillance region. Specifically, we maximize the communication quality to a legitimate ground receiver outside the surveillance region, subject to: a covertness constraint, a maximum transmit power constraint, and a physical location constraint determined by the required surveillance quality. We provide an explicit solution to the optimization problem for one of the most practical constraint combinations. For other constraint combinations, we determine feasible regions for flight, that can then be searched to establish the UAV's optimal location. In many cases, the 2-dimensional optimal location is achieved by a 1-dimensional search. We discuss two heuristic approaches to UAV placement, and show that in some cases they are able to achieve close to optimal, but that in other cases significant gains can be achieved by employing our developed solutions.
翻译:本文共同优化了无人驾驶飞行器(无人驾驶飞行器)进行秘密操作的飞行地点和无线通信传输能力,其动机是应用情景,如空中平台的地面军事监视,对无人驾驶飞行器的信号传输不受监视至关重要。具体地说,我们最大限度地向监视区域以外的合法地面接收者提供通信质量,但前提是:隐蔽性限制、最大传输功率限制以及由所需监视质量决定的实际定位限制。我们为最实际的制约组合之一提供了优化问题的明确解决方案。对于其他制约组合,我们确定可行的飞行区域,然后可以搜索,以确定无人驾驶飞行器的最佳位置。在许多情况下,二维最佳位置是通过一维搜索实现的。我们讨论了对无人驾驶飞行器定位的两种超自然方法,并表明在某些情况下,它们能够接近最佳地定位,但在其他情况下,通过使用我们开发的解决方案,可以取得重大收益。