A Novel Multi-Objective Sequential Resource Allocation Optimization for UAV-Assisted VLC
- 3 January 2023
- journal article
- research article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Vehicular Technology
- Vol. 72 (5) , 6896-6901
Abstract
Unmanned aerial vehicle (UAV)-assisted visible light communication (VLC) constitutes a promising approach for providing illumination and communication simultaneously. In this paper, we consider the problem of joint UAV deployment, cell association, and power allocation, to meet the illumination and data rate demands of a set of users in a geographical area. Towards this goal, we develop SOUVLC , a multi-objective s equentially o ptimized U AV-assisted VLC framework that aims at minimizing the required number of UAVs first and minimizing the total transmitted power second . SOUVLC mitigates inter-cell interference and accounts for illumination interference. We derive a mixed-integer linear formulation of SOUVLC , numerically evaluate it under different user demands and distributions, and demonstrate its superiority over several benchmarks.Keywords
This publication has 14 references indexed in Scilit:
- Vehicular Visible Light Communications: A SurveyIEEE Communications Surveys & Tutorials, 2020
- Power Efficient Deployment of VLC-enabled UAVs2020
- Deep Learning for Optimal Deployment of UAVs With Visible Light CommunicationsIEEE Transactions on Wireless Communications, 2020
- Sum-Rate Maximization for UAV-Assisted Visible Light Communications Using NOMA: Swarm Intelligence Meets Machine LearningIEEE Internet of Things Journal, 2020
- Power Efficient Visible Light Communication With Unmanned Aerial VehiclesIEEE Communications Letters, 2019
- UAV Location Optimization for UAV-to-Vehicle Multiple Access Channel with Visible Light Communication2019
- Twinkle2018
- Impact of lighting requirements on VLC systemsIEEE Communications Magazine, 2013
- Protocol Design and Capacity Analysis in Hybrid Network of Visible Light Communication and OFDMA SystemsIEEE Transactions on Vehicular Technology, 2013
- A Survey of Multi-Objective Sequential Decision-MakingJournal of Artificial Intelligence Research, 2013