Reinforcement Learning for Rate Maximization in IRS-aided OWC Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Hamad, Ahrar N., Qidan, Ahmad Adnan, Elgorashi, Taisir E. H., Elmirghani, Jaafar M. H. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Adaptive DRL for IRS Mirror Orientation in Dynamic OWC Networks
by: Hamad, Ahrar N., et al.
Published: (2025)
by: Hamad, Ahrar N., et al.
Published: (2025)
LiDAL-Assisted RLNC-NOMA in OWC Systems
by: Hassan, Ahmed A., et al.
Published: (2025)
by: Hassan, Ahmed A., et al.
Published: (2025)
DRL-based Power Allocation in LiDAL-Assisted RLNC-NOMA OWC Systems
by: Hassan, Ahmed A., et al.
Published: (2026)
by: Hassan, Ahmed A., et al.
Published: (2026)
Two-Agent DRL for Power Allocation and IRS Orientation in Dynamic NOMA-based OWC Networks
by: Hamad, Ahrar N., et al.
Published: (2025)
by: Hamad, Ahrar N., et al.
Published: (2025)
Intelligent Reflecting Surfaces assisted Laser-based Optical Wireless Communication Networks
by: Hamad, Ahrar N., et al.
Published: (2024)
by: Hamad, Ahrar N., et al.
Published: (2024)
BIA Transmission in Rate Splitting-based Optical Wireless Networks
by: Qidan, Ahmad Adnan, et al.
Published: (2025)
by: Qidan, Ahmad Adnan, et al.
Published: (2025)
Predictive and Proactive Power Allocation For Energy Efficiency in Dynamic OWC Networks
by: Ncube, Walter Zibusiso, et al.
Published: (2025)
by: Ncube, Walter Zibusiso, et al.
Published: (2025)
Energy-efficient Deep Reinforcement Learning-based Network Function Disaggregation in Hybrid Non-terrestrial Open Radio Access Networks
by: Shahabi, S. M. Mahdi, et al.
Published: (2025)
by: Shahabi, S. M. Mahdi, et al.
Published: (2025)
Mobility Aware Power Control for VCSEL Based Indoor OWC
by: Ncube, Walter Zibusiso, et al.
Published: (2026)
by: Ncube, Walter Zibusiso, et al.
Published: (2026)
Dynamic Power Allocation For NOMA-Based Transmission in 6G Optical Wireless Networks
by: Qidan, Ahmad Adnan, et al.
Published: (2025)
by: Qidan, Ahmad Adnan, et al.
Published: (2025)
A Hybrid Gauss Markov LSTM Mobility Model for Indoor OWC
by: Ncube, Walter Zibusiso, et al.
Published: (2026)
by: Ncube, Walter Zibusiso, et al.
Published: (2026)
Energy-efficient Functional Split in Non-terrestrial Open Radio Access Networks
by: Shahabi, S. M. Mahdi, et al.
Published: (2024)
by: Shahabi, S. M. Mahdi, et al.
Published: (2024)
Machine Learning-Driven Adaptive Power Allocation for Optical Wireless Networks
by: Ncube, Walter Zibusiso, et al.
Published: (2025)
by: Ncube, Walter Zibusiso, et al.
Published: (2025)
Energy Efficient Service Placement for IoT Networks
by: Alshahrani, Mohammed A., et al.
Published: (2024)
by: Alshahrani, Mohammed A., et al.
Published: (2024)
Access-Point to Access-Point Connectivity for PON-based OWC Spine and Leaf Data Centre Architecture
by: Alhazmi, Abrar S., et al.
Published: (2024)
by: Alhazmi, Abrar S., et al.
Published: (2024)
Joint Mechanical and Electrical Adjustment of IRS-aided LEO Satellite MIMO Communications
by: Kim, Doyoung, et al.
Published: (2024)
by: Kim, Doyoung, et al.
Published: (2024)
Fault Tolerant Control of a Quadcopter using Reinforcement Learning
by: Habib, Muzaffar, et al.
Published: (2025)
by: Habib, Muzaffar, et al.
Published: (2025)
Observer-Free Sliding Mode Control via Structured Decomposition: a Smooth and Bounded Control Framework
by: Gaber, Jaafar
Published: (2025)
by: Gaber, Jaafar
Published: (2025)
IRS-User Association in IRS-Aided MISO Wireless Networks: Convex Optimization and Machine Learning Approaches
by: Amiriara, Hamid, et al.
Published: (2022)
by: Amiriara, Hamid, et al.
Published: (2022)
Optical Wireless Ether: Enabling Controlled Dynamic Signal Propagation in OWC Systems
by: Cui, Hongwei, et al.
Published: (2025)
by: Cui, Hongwei, et al.
Published: (2025)
Optimal Control for Network of Coupled Oscillators
by: Tahirovic, Adnan
Published: (2025)
by: Tahirovic, Adnan
Published: (2025)
DRL-Based Maximization of the Sum Cross-Layer Achievable Rate for Networks Under Jamming
by: Basit, Abdul, et al.
Published: (2025)
by: Basit, Abdul, et al.
Published: (2025)
IRS Assisted Decentralized Learning for Wideband Spectrum Sensing
by: Liu, Sicheng, et al.
Published: (2025)
by: Liu, Sicheng, et al.
Published: (2025)
On Phase Change Rate Maximization with Practical Applications
by: Kao, Chung-Yao, et al.
Published: (2023)
by: Kao, Chung-Yao, et al.
Published: (2023)
Multilinear Extensions in Submodular Optimization for Optimal Sensor Scheduling in Nonlinear Networks
by: Kazma, Mohamad H., et al.
Published: (2024)
by: Kazma, Mohamad H., et al.
Published: (2024)
Revisiting the Optimal PMU Placement Problem in Multi-Machine Power Networks
by: Kazma, Mohamad H., et al.
Published: (2023)
by: Kazma, Mohamad H., et al.
Published: (2023)
Profit Maximization for Electric Vehicle Charging Stations Using Multiagent Reinforcement Learning
by: Jiang, Kun-Yan, et al.
Published: (2026)
by: Jiang, Kun-Yan, et al.
Published: (2026)
Nonsmooth Hydraulics, Smooth Control: System Theory Framework for Analyzing Water Networks
by: Taha, Ahmad F., et al.
Published: (2026)
by: Taha, Ahmad F., et al.
Published: (2026)
On Robust Reinforcement Learning with Lipschitz-Bounded Policy Networks
by: Barbara, Nicholas H., et al.
Published: (2024)
by: Barbara, Nicholas H., et al.
Published: (2024)
Cooperative Hierarchical Deep Reinforcement Learning based Joint Sleep and Power Control in RIS-aided Energy-Efficient RAN
by: Zhou, Hao, et al.
Published: (2023)
by: Zhou, Hao, et al.
Published: (2023)
Observability and Generalized Sensor Placement for Nonlinear Quality Models in Drinking Water Networks
by: Kazma, Mohamad H., et al.
Published: (2024)
by: Kazma, Mohamad H., et al.
Published: (2024)
Quality-Aware Hydraulic Control in Drinking Water Networks via Controllability Proxies
by: Elsherif, Salma M., et al.
Published: (2024)
by: Elsherif, Salma M., et al.
Published: (2024)
Resilience in PON-based data centre architectures with two-tier cascaded AWGRs
by: Alharthi, Mohammed, et al.
Published: (2024)
by: Alharthi, Mohammed, et al.
Published: (2024)
Towards Fast Rates for Federated and Multi-Task Reinforcement Learning
by: Zhu, Feng, et al.
Published: (2024)
by: Zhu, Feng, et al.
Published: (2024)
Power Distribution Network Reconfiguration for Distributed Generation Maximization
by: Sou, Kin Cheong, et al.
Published: (2024)
by: Sou, Kin Cheong, et al.
Published: (2024)
Synthesis and Deployment of Maximal Robust Control Barrier Functions through Adversarial Reinforcement Learning
by: Oh, Donggeon David, et al.
Published: (2026)
by: Oh, Donggeon David, et al.
Published: (2026)
Entropy Rate Maximization of Markov Decision Processes under Linear Temporal Logic Tasks
by: Chen, Yu, et al.
Published: (2022)
by: Chen, Yu, et al.
Published: (2022)
Joint Active and Passive Beamforming for IRS-Aided Wireless Energy Transfer Network Exploiting One-Bit Feedback
by: Ji, Taotao, et al.
Published: (2024)
by: Ji, Taotao, et al.
Published: (2024)
Statistical AoI, Delay, and Error-Rate Bounded QoS Provisioning for Satellite-Terrestrial Integrated Networks
by: Wang, Jingqing, et al.
Published: (2024)
by: Wang, Jingqing, et al.
Published: (2024)
Reinforcement Learning based Autonomous Multi-Rotor Landing on Moving Platforms
by: Goldschmid, Pascal, et al.
Published: (2023)
by: Goldschmid, Pascal, et al.
Published: (2023)
Similar Items
-
Adaptive DRL for IRS Mirror Orientation in Dynamic OWC Networks
by: Hamad, Ahrar N., et al.
Published: (2025) -
LiDAL-Assisted RLNC-NOMA in OWC Systems
by: Hassan, Ahmed A., et al.
Published: (2025) -
DRL-based Power Allocation in LiDAL-Assisted RLNC-NOMA OWC Systems
by: Hassan, Ahmed A., et al.
Published: (2026) -
Two-Agent DRL for Power Allocation and IRS Orientation in Dynamic NOMA-based OWC Networks
by: Hamad, Ahrar N., et al.
Published: (2025) -
Intelligent Reflecting Surfaces assisted Laser-based Optical Wireless Communication Networks
by: Hamad, Ahrar N., et al.
Published: (2024)