Smart City Gnosys
Smart city article details
| Title | An Aoi-Guaranteed Sensor Data Collection Strategy For Ris-Assisted Uav Communication System |
|---|---|
| ID_Doc | 7550 |
| Authors | Yang B.; Yu Y.; Li J.; Xu T.; Deng D.-J.; Chin H.-H.; Li Y. |
| Year | 2023 |
| Published | 2023 IEEE/CIC International Conference on Communications in China, ICCC 2023 |
| DOI | http://dx.doi.org/10.1109/ICCC57788.2023.10233285 |
| Abstract | The recently proposed concept of Age of Information (AoI) measures the freshness of the sensor data sampled by remote Internet of Things (IoT) devices, which is an important indicator for the smart city. Unmanned Aerial Vehicles (UAV) communication can significantly reduce the sensor data's AoI due to its high maneuverability. However, the UAV's high energy consumption remains a challenging issue. In this paper, we propose a Reconfigurable Intelligent Surface (RIS) assisted UAV data collection framework to minimize UAV energy consumption. By adjusting the phase of the RIS, the UAV can collect more sensor data simultaneously. A RIS phase alignment method is introduced to reduce the complexity of RIS phase solving. The IoT devices are clustered to discretize UAV trajectory. The optimal clustering scheme to maximize the AoI suppression efficiency is found by adjusting the RIS phase alignment points continuously. Therefore, the AoI requirement can be achieved with a shorter UAV flight distance. Finally, the UAV trajectory is solved by the Deep Q network (DQN) algorithm to guarantee the long-term AoI requirement. Simulation results validate the effectiveness of the proposed method. © 2023 IEEE. |
| Author Keywords | Affinity propagation; age of information; Deep Q network; reconfigurable intelligent surface; unmanned aerial vehicle |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
9694  | 0.887 | Dhuheir M.; Erbad A.; Al-Fuqaha A.; Hamdaoui B.; Guizani M. | Aoi-Aware Intelligent Platform For Energy And Rate Management In Multi-Uav Multi-Ris System | IEEE Transactions on Network and Service Management (2025) |
| 32085 | 0.878 | Eskandari M.; Savkin A.V. | Integrating Uavs And Riss In Future Wireless Networks: A Review And Tutorial On Iots And Vehicular Communications | Future Internet, 16, 12 (2024) |
| 59275 | 0.854 | Tan Z.; Qu H.; Zhao J.; Zhou S.; Wang W. | Uav-Aided Data Collection In Self Organized Iot Network For Social Augmented Reality | 2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019 (2019) |
| 23253 | 0.854 | DIamanti M.; Tsampazi M.; Tsiropoulou E.E.; Papavassiliou S. | Energy Efficient Multi-User Communications Aided By Reconfigurable Intelligent Surfaces And Uavs | Proceedings - 2021 IEEE International Conference on Smart Computing, SMARTCOMP 2021 (2021) |
| 39897 | 0.854 | Tyrovolas D.; Mekikis P.-V.; Tegos S.A.; Diamantoulakis P.D.; Liaskos C.K.; Karagiannidis G.K. | On The Performance Of Harq In Iot Networking With Uav-Mounted Reconfigurable Intelligent Surfaces | IEEE Vehicular Technology Conference, 2022-June (2022) |
| 31905 | 0.851 | Tamilselvi M. | Integrated Solutions For Uav-Assisted Iot Communications: Beam Selection And Wireless Mobile Ad Hoc Backhaul Network Design | 3rd International Conference on Electronics and Renewable Systems, ICEARS 2025 - Proceedings (2025) |