title : DNN-based Channel Estimation and Tracking Algorithm using LSTM 
authors : Yuna Sim, Seungseok Sin, Yuna Jeong, Jihun Cho, Sangmi Moonc and Intae Hwang 
this_paper_appears_in : APWCS 2022 
sponsors :  
location : Seoul, Korea 
dates : 2022.08.24 
on_pages :  
abstract :  
number : 70 

Yuna Sim, Seungseok Sin, Yuna Jeong, Jihun Cho, Sangmi Moon, and Intae Hwang, "DNN-based Channel Estimation and Tracking Algorithm using LSTM", APWCS 2022 ,2022.08.24

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List of Articles
번호 제목
86 Seungseok Sin, Jina Ma, Kyunam Kim, Huaping Liu, Sangmi Moon, Chang-Gun Lee, Intae Hwang, "UAV-RIS Trajectory Optimization Algorithm for  Energy Efficiency in UAV-RIS Based NonTerrestrial Systems", ICTC2024. 2024.10.16.
85 Seungseok Sin, Yuna Sim, Jina Ma, Kyunam Kim, Huaping Liu, Sangmi Moon and Intae Hwang, "Integrated Optimization Algorithm for Secrecy Rate Improvement in UAV-RIS enabled System," ICUFN 2024, 2024.07.03.
84 Yuna Sim, Seungseok Sin, Jina Ma, Kyunam Kim, Huaping Liu, Sangmi Moon and Intae Hwang, "Beamforming Vector Optimization Algorithm  in RIS-based Non-Terrestrial Systems," ICUFN 2024, 2024.07.03.
83 Seungseok Sin, Yuna Sim, Jina Ma, Kyunam Kim, Huaping Liu, Sangmi Moon and Intae Hwang, "Load Balancing Beam Selection Algorithm using Location-based  Fingerprint DB in UAV Supported Cellular Systems," ICEIC 2024, 2024.01.30.
82 Yuna Sim, Seungseok Sin, Jina Ma, Kyunam Kim, Huaping Liu, Sangmi Moon and Intae Hwang, "Optimization Algorithm for Physical Layer Security in Multiple Flying RISs-based Systems," ICEIC 2024, 2024.01.30.
81 Seungseok Sin, Yuna Sim, Jina Ma, Kyunam Kim, Huaping Liu, Jihyung Kim, Sangmi Moon and Intae Hwang, "Load Balancing Beam Selection Algorithm using  Location-based Fingerprints according to RSRQ", ICCR 2023, 2023.10.23.
80 Yuna Sim, Seungseok Sin, Jina Ma, Kyunam Kim, Huaping Liu, Jihyung Kim, Sangmi Moon and Intae Hwang, "Secrecy Rate Improvement Algorithm for Multiple  UAV-RISs enabled Systems", ICCR 2023, 2023.10.23.
79 Yuna Sim, Seungseok Sin, Jihun Cho, Kyunam Kim, Huaping Liu, Jihyung Kim, Sangmi Moon and Intae Hwang, "Clustering-Beamforming Algorithm for Security Performance in Multiple Flying RISs-supported Systems", ICTC 2023, 2023.10.12.
78 Seungseok Sin, Yuna Sim, Jihun Cho, Kyunam Kim, Huaping Liu, Jihyung Kim, Sangmi Moon and Intae Hwang, "Hybrid Beamforming-based Beam Tracking using  Angular speed in Massive MIMO Systems", ICTC 2023, 2023.10.11.
77 Seungseok Sin, Yuna Sim, Jihun Cho, Kyunam Kim, Sangmi Moon and Intae Hwang, "Unscented Kalman Filter-based Beam Tracking in NR MIMO System using Hybrid Beamforming", ICUFN 2023, 2023.07.05.
76 Yuna Sim, Seungseok Sin, Jihun Cho, Kyunam Kim, Sangmi Moon and Intae Hwang, "Cooperative Beam Selection based on Fingerprint Database using User Types in Unmanned Aerial Vehicle Supported Systems", ICUFN 2023, 2023.07.05.
75 Yuna Sim, Seungseok Sin, Jihun Cho, Kyunam Kim, Sangmi Moon and Intae Hwang, "Unscented Kalman Filter-based Beam Tracking in  NR MIMO System using Hybrid Beamforming", ICAIIC 2023, 2023.02.23.
74 Yuna Sim, Seungseok Sin, Jihun Cho, Kyunam Kim, Sangmi Moon and Intae Hwang, "Hybrid Beamforming-based Beam Tracking using UKF in Massive MIMO Systems", ICEIC 2023, 2023.02.06.
73 Yuna Sim, Seungseok Sin, Yuna Jeong, Jihun Cho, Sangmi Moon and Intae Hwang, "Fingerprint-aided mmWave Beam Selection for Enhanced Beamspace Massive MIMO Communication", ICTC 2022, 2022.10.19.
72 Yuna Jeong, Jihyung Kim, Intae Hwang, and Moon Sik Lee, "Aerial Cell Planning Depending on Altitude", ICMIC 2022, 2022.09.23.
71 Yuna Sim, Seungseok Sin, Yuna Jeong, Jihun Cho, Sangmi Moon and Intae Hwang, "Fingerprint-aided Coordinated mmWave Beam  Selection for mmWave UAV Communications", ICMIC 2022, 2022.09.22.
» Yuna Sim, Seungseok Sin, Yuna Jeong, Jihun Chob Sangmi Moon, and Intae Hwang, "DNN-based Channel Estimation and Tracking Algorithm using LSTM", APWCS 2022 ,2022.08.24
69 Huaping Liu ,Hyeonsung Kim, Intae Hwang,Sangmi Moon, "Fingerprint-based Cooperative Beam Selection for UAV communication",ICTC 2021, October 2021
68 Hyeonsung Kim, Sangmi Moon, Intae Hwang, "Machine Learning-based Channel Tracking for Next-Generation 5G Communication System
67 Sangmi Moon, Hyeonsung Kim, Intae Hwang "Fingerprint-based Cooperative Beam Selection for Cellular-Connected mmWave UAV communication", DCS, July 2021
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