Investigating Computational Aspects and Potential Challenges in Implementing Urban Air Mobility

Debjyoti Sengupta
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引用次数: 2

Abstract

Urban Air Mobility (UAM) involving piloted or autonomous aerial vehicles is envisioned as an emerging disruptive technology for next generation smart transportation that addresses mobility challenges in congested cities. This paradigm may include aircrafts ranging from small unmanned aerial vehicles (UAVs) or drones, to aircrafts with passenger carrying capacity, such as personal air vehicles (PAVs). This paper highlights the UAM vision and brings out the underlying fundamental research challenges and opportunities from computing, networking, and service perspectives for sustainable design and implementation of this promising technology providing an innovative infrastructure for urban mobility. Important research questions include, but are not limited to, real-time autonomous scheduling, dynamic route planning, aerial-to-ground and inter-vehicle communications, airspace traffic management, on-demand air mobility, resource management, quality of service and quality of experience, sensing (edge) analytics and machine learning for trustworthy decision making, optimization of operational services, and socio-economic impacts of UAM infrastructure on sustainability.
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研究计算方面和实现城市空中交通的潜在挑战
城市空中交通(UAM)涉及驾驶或自主飞行器,被认为是下一代智能交通的新兴颠覆性技术,可解决拥堵城市中的交通挑战。这种模式可能包括飞机,从小型无人驾驶飞行器(uav)或无人驾驶飞机,到具有载客能力的飞机,如个人飞行器(pav)。本文强调了UAM的愿景,并从计算、网络和服务的角度提出了潜在的基础研究挑战和机遇,以实现这一有前途的技术的可持续设计和实施,为城市交通提供创新的基础设施。重要的研究问题包括但不限于:实时自主调度、动态路线规划、空对地和车辆间通信、空域交通管理、按需空中机动性、资源管理、服务质量和体验质量、用于可靠决策的传感(边缘)分析和机器学习、运营服务优化以及UAM基础设施对可持续性的社会经济影响。
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