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| Main Authors: | , , , , , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2405.03290 |
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| _version_ | 1866911884546932736 |
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| author | Häckel, Timo von Roenn, Luca Juchmann, Nemo Fay, Alexander Akkermans, Rinie Tiedemann, Tim Schmidt, Thomas C. |
| author_facet | Häckel, Timo von Roenn, Luca Juchmann, Nemo Fay, Alexander Akkermans, Rinie Tiedemann, Tim Schmidt, Thomas C. |
| contents | The trend for Urban Air Mobility (UAM) is growing with prospective air taxis, parcel deliverers, and medical and industrial services. Safe and efficient UAM operation relies on timely communication and reliable data exchange. In this paper, we explore Cooperative Perception (CP) for Unmanned Aircraft Systems (UAS), considering the unique communication needs involving high dynamics and a large number of UAS. We propose a hybrid approach combining local broadcast with a central CP service, inspired by centrally managed U-space and broadcast mechanisms from automotive and aviation domains. In a simulation study, we show that our approach significantly enhances the environmental awareness for UAS compared to fully distributed approaches, with an increased communication channel load, which we also evaluate. These findings prompt a discussion on communication strategies for CP in UAM and the potential of a centralized CP service in future research. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2405_03290 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Coordinating Cooperative Perception in Urban Air Mobility for Enhanced Environmental Awareness Häckel, Timo von Roenn, Luca Juchmann, Nemo Fay, Alexander Akkermans, Rinie Tiedemann, Tim Schmidt, Thomas C. Networking and Internet Architecture The trend for Urban Air Mobility (UAM) is growing with prospective air taxis, parcel deliverers, and medical and industrial services. Safe and efficient UAM operation relies on timely communication and reliable data exchange. In this paper, we explore Cooperative Perception (CP) for Unmanned Aircraft Systems (UAS), considering the unique communication needs involving high dynamics and a large number of UAS. We propose a hybrid approach combining local broadcast with a central CP service, inspired by centrally managed U-space and broadcast mechanisms from automotive and aviation domains. In a simulation study, we show that our approach significantly enhances the environmental awareness for UAS compared to fully distributed approaches, with an increased communication channel load, which we also evaluate. These findings prompt a discussion on communication strategies for CP in UAM and the potential of a centralized CP service in future research. |
| title | Coordinating Cooperative Perception in Urban Air Mobility for Enhanced Environmental Awareness |
| topic | Networking and Internet Architecture |
| url | https://arxiv.org/abs/2405.03290 |