Quantum Scheduling for Millimeter-Wave Observation Satellite Constellation

Joongheon Kim, Yunseok Kwak, Soyi Jung, Jae-Hyun Kim
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引用次数: 8

Abstract

In beyond 5G and 6G network scenarios, the use of satellites has been actively discussed for extending target monitoring areas, even for extreme circumstances, where the monitoring functionalities can be realized due to the usage of millimeter-wave wireless links. This paper designs an efficient scheduling algorithm which minimizes overlapping monitoring areas among observation satellite constellation. In order to achieve this objective, a quantum optimization based algorithm is used because the overlapping can be mathematically modelled via a max-weight independent set (MWIS) problem which is one of well-known NP-hard problems.
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毫米波观测卫星星座的量子调度
在5G和6G网络之外的场景中,已经积极讨论使用卫星来扩展目标监控区域,即使在极端情况下,也可以通过使用毫米波无线链路来实现监控功能。本文设计了一种有效的调度算法,使观测卫星星座之间的监测区域重叠最小化。为了实现这一目标,使用基于量子优化的算法,因为重叠可以通过最大权重独立集(MWIS)问题进行数学建模,这是众所周知的np困难问题之一。
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