Abstract
In this paper, the problem of constrained computational resources in the UAV networks to serve users in a limited coverage area for diverse applications is studied. In particular, a flexible crowd-enabled task execution solution with multiple participating UAVs over a broadband wireless local area network (WLAN) is proposed in order to achieve mobility advantages, high throughput, and low latency. Then, an incentive mechanism is developed so as to encourage UAVs to trade their unused computing resources for the cooperative task execution, while benefiting, jointly, both the task owner and the participating UAVs. We analyze the interaction for determining the offered price against the availability of the participants and the computational resource units for the task execution using a two-stage Stackelberg game. Furthermore, we derive the unique Stackelberg equilibria of the game with a simplified solution approach. Finally, we provide some insightful results to evaluate the efficacy of the proposed solution.
Original language | English |
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Title of host publication | Proceedings - 2021 IEEE International Conference on Big Data and Smart Computing, BigComp 2021 |
Editors | Herwig Unger, Jinho Kim, U Kang, Chakchai So-In, Junping Du, Walid Saad, Young-guk Ha, Christian Wagner, Julien Bourgeois, Chanboon Sathitwiriyawong, Hyuk-Yoon Kwon, Carson Leung |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 246-251 |
Number of pages | 6 |
ISBN (Electronic) | 9781728189246 |
DOIs | |
Publication status | Published - Jan 2021 |
Event | 2021 IEEE International Conference on Big Data and Smart Computing, BigComp 2021 - Jeju Island, Korea, Republic of Duration: 17 Jan 2021 → 20 Jan 2021 |
Publication series
Name | Proceedings - 2021 IEEE International Conference on Big Data and Smart Computing, BigComp 2021 |
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Conference
Conference | 2021 IEEE International Conference on Big Data and Smart Computing, BigComp 2021 |
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Country/Territory | Korea, Republic of |
City | Jeju Island |
Period | 17/01/21 → 20/01/21 |
Bibliographical note
Publisher Copyright:© 2021 IEEE.
Keywords
- Crowdsourcing
- Fog computing
- Incentive mechanism
- Stackelberg game.
- Task execution
- UAVs