Concepedia

Reinforcement learning based joint trajectory design and resource allocation for RIS-aided UAV multicast networks

Pengshuo Ji, Jie Jia, Jian Chen, Liang Guo, An Du, Xingwei Wang

Computer Networks · 2023 · 27 citations · 36 references

Concepts

EngineeringAerospace EngineeringMathematicsMarkov Decision ProcessesOptimizationUnmanned Aircraft SystemsAdaptive ControlOptimal ControlPolicy LearningReinforcement LearningTask AllocationTrajectory OptimizationJoint Trajectory AnalysisMulti-agent Policy LearningMulti-objective Policy ImprovementOffline Multi-objective Reinforcement LearningReal-time Trajectory OptimizationRobust Resource AllocationTrajectory Design

References

36

Wireless communications with unmanned aerial vehicles: opportunities and challenges

Yong Zeng, Rui Zhang, Teng Joon Lim · IEEE Communications Magazine · 2016 · 4K citations · Full text

Engineering, Aerospace Engineering, Electrical Engineering +17

Reconfigurable Intelligent Surfaces for Energy Efficiency in Wireless Communication

Chongwen Huang, Alessio Zappone, George C. Alexandropoulos et al. · arXiv (Cornell University) · 2018 · 3.8K citations · Full text

Engineering, Computer Engineering, Electrical Engineering +17

Optimal LAP Altitude for Maximum Coverage

Akram Al‐Hourani, Sithamparanathan Kandeepan, Simon Lardner · IEEE Wireless Communications Letters · 2014 · 3.1K citations · Full text

Engineering, Aerospace Engineering, Electrical Engineering +16

Fractional Programming for Communication Systems—Part I: Power Control and Beamforming

Kaiming Shen, Wei Yu · IEEE Transactions on Signal Processing · 2018 · 1.8K citations · Full text

Natural Sciences, Electrical Engineering, Mathematics +17

Mobile Unmanned Aerial Vehicles (UAVs) for Energy-Efficient Internet of Things Communications

Mohammad Mozaffari, Walid Saad, Mehdi Bennis et al. · IEEE Transactions on Wireless Communications · 2017 · 1.1K citations · Full text

Computing, Aerospace Engineering, Computer Systems +15