Market Structures for Service Providers in Advanced Air Mobility

Q2 Social Sciences
Victor L. Qin, Geoffrey Ding, H. Balakrishnan
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引用次数: 1

Abstract

Proposed concepts of operations for advanced air mobility rely on private service providers being responsible for providing air traffic management services to uncrewed aircraft such as drones and autonomous air taxis. While such proposals are unprecedented in the aviation context, one can draw parallels to the Internet and the role played by Internet service providers in managing web traffic. A study of the evolution of the Internet illustrates that, without clear rules for cooperation around a nascent market, private profit motives incentivize against service provider cooperation, especially for traffic flows that traverse multiple regions managed by different service providers. To address this problem, we propose a profit-sharing mechanism based on the Shapley value that incentivizes service providers to cooperate. We show that this mechanism i) ensures that service providers route flights along globally optimal routes, and ii) encourages service providers to work together in providing more efficient routes. We study the allocation of sectors to service providers and show that different allocations can cause large differences in profit earned. Finally, we discuss some of the remaining challenges with having a federated network of private service providers supporting traffic management for advanced air mobility operations.
先进空中交通服务提供商的市场结构
拟议的先进空中交通运营概念依赖于私营服务提供商负责为无人驾驶飞机(如无人机和自主空中出租车)提供空中交通管理服务。虽然这种提议在航空领域是前所未有的,但我们可以将其与互联网以及互联网服务提供商在管理网络流量方面发挥的作用相提并论。对互联网发展历程的研究表明,如果没有明确的合作规则,在一个新兴市场中,私人利益驱动会阻碍服务提供商的合作,特别是对于穿越由不同服务提供商管理的多个区域的流量。为了解决这个问题,我们提出了一种基于 Shapley 值的利润分享机制,激励服务提供商合作。我们证明,这种机制 i) 确保服务提供商沿着全局最优路线提供航班,ii) 鼓励服务提供商合作提供更高效的路线。我们对服务提供商的航段分配进行了研究,结果表明,不同的分配会导致所获利润的巨大差异。最后,我们讨论了为先进的空中交通运营提供交通管理支持的私营服务提供商联合网络所面临的一些挑战。
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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来源期刊
Journal of Air Transportation
Journal of Air Transportation Social Sciences-Safety Research
CiteScore
2.80
自引率
0.00%
发文量
16
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