UAV-Enabled Mobile Edge Computing: Offloading Optimization and Trajectory Design
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Abstract (arXiv)
With the emergence of diverse mobile applications (such as augmented reality), the quality of experience of mobile users is greatly limited by their computation capacity and finite battery lifetime. Mobile edge computing (MEC) and wireless power transfer are promising to address this issue. However, these two techniques are susceptible to propagation delay and loss. Motivated by the chance of short-distance line-of-sight achieved by leveraging unmanned aerial vehicle (UAV) communications, an UAV-enabled wireless powered MEC system is studied. A power minimization problem is formulated subject to the constraints on the number of the computation bits and energy harvesting causality. The problem is non-convex and challenging to tackle. An alternative optimization algorithm is proposed based on sequential convex optimization. Simulation results show that our proposed design is superior to other benchmark schemes and the proposed algorithm is efficient in terms of the convergence.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 12 Feb 2018.
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Citing papers per year: 2021: 2; 2022: 0; 2023: 2.
4 papers.
- 2023A Fast Task Offloading Optimization Framework for IRS-Assisted Multi-Access Edge Computing Systemcited by 2
- 2021A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless Systemscited by 0
- 2021Computation Rate Maximum for Mobile Terminals in UAV-assisted Wireless Powered MEC Networks with Fairness Constraintcited by 0
- 2023Mobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learningcited by 0
- 2023Mobility-Aware Computation Offloading for Swarm Robotics using Deep Reinforcement Learning22 Aug 2023
- 2023A Fast Task Offloading Optimization Framework for IRS-Assisted Multi-Access Edge Computing System17 Jul 2023
- 2021Computation Rate Maximum for Mobile Terminals in UAV-assisted Wireless Powered MEC Networks with Fairness Constraint13 Sep 2021
- 2021A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless Systems11 May 2021