Deep Learning-Assisted Channel Estimation in Frequency Selective UWA Communication Systems

Deep Learning-Assisted Channel Estimation in Frequency Selective UWA Communication Systems

Envisioned future wireless gives rise to the possibility of exploiting underwater applications with high spectral efficiency and reliable communication. This paper presents a method to combine channel estimation in the time domain with neural networks and supervised learning to improve orthogonal fr...

Mô tả đầy đủ

Chi tiết về thư mục
Những tác giả chính:	Van Duc Nguyen, Dinh Khoa Phan, Trinh Van Chien
Định dạng:	Bài viết
Ngôn ngữ:	English
Được phát hành:	IEEE 2023-01-01
Loạt:	IEEE Access
Những chủ đề:	UWA communications supervised learning frequency selective channels OFDM channel estimation
Truy cập trực tuyến:	https://ieeexplore.ieee.org/document/10237216/

Những quyển sách tương tự

Channel Modelling and Estimation for Shallow Underwater Acoustic OFDM Communication via Simulation Platform
Bằng: Xiaoyu Wang, et al.
Được phát hành: (2019-01-01)

Machine Learning-Based 5G-and-Beyond Channel Estimation for MIMO-OFDM Communication Systems
Bằng: Ha An Le, et al.
Được phát hành: (2021-07-01)

A Novel OFDM Approach Using Error Correcting Codes and Continuous Phase Modulation for Underwater Acoustic Communication
Bằng: Mohsin Murad, et al.
Được phát hành: (2024-06-01)

Mujer U’wa
Bằng: Susana Cáceres
Được phát hành: (2016-10-01)

Mujer U’wa
Bằng: Susana Cáceres
Được phát hành: (2016-10-01)

Sparse Bayesian Learning for Channel Estimation in Time-Varying Underwater Acoustic OFDM Communication
Bằng: Gang Qiao, et al.
Được phát hành: (2018-01-01)

Underwater Acoustic Channel Estimation Based on Sparse Bayesian Learning Algorithm
Bằng: Shuyang Jia, et al.
Được phát hành: (2023-01-01)

An Adaptive Channel Estimation Algorithm Using Time-Frequency Polynomial Model for OFDM with Fading Multipath Channels
Bằng: Liu KJ Ray, et al.
Được phát hành: (2002-01-01)

Performance of Channel Estimation for (OFDM) System Based on Block-Type Pilot Arrangement in Rayleigh Fading Channel
Bằng: Fadia Noori Al-Nuaimy, et al.
Được phát hành: (2011-03-01)

CPM-OFDM Performance over Underwater Acoustic Channels
Bằng: Imran A. Tasadduq, et al.
Được phát hành: (2021-10-01)

CHANNEL ESTIMATION AND DETECTION FOR OFDM MASSIVE-MIMO IN FLAT AND FREQUENCY-SELECTIVE FADING CHANNELS
Bằng: Abdelhamid Riadi, et al.
Được phát hành: (2020-12-01)

D-BLAST OFDM with Channel Estimation
Bằng: Du Jianxuan, et al.
Được phát hành: (2004-01-01)

Sparse DFT Based Channel Estimation In OFDM Systems
Bằng: Maryam K. Abboud, et al.
Được phát hành: (2020-07-01)

Megaproyecto petrolero y violación de derechos humanos en el caso de la comunidad indígena UWA
Bằng: Diana Cabra
Được phát hành: (2014-06-01)

Space-time division cluster DoA estimation algorithm based on UWA spread spectrum signal
Bằng: Feng ZHOU, et al.
Được phát hành: (2022-08-01)

Space-time division cluster DoA estimation algorithm based on UWA spread spectrum signal
Bằng: Feng ZHOU, et al.
Được phát hành: (2022-08-01)

Novel joint iterative channel estimation and space-frequency decoding algorithm for SFBC-OFDM systems
Bằng: ZHOU Peng, et al.
Được phát hành: (2007-01-01)

Novel joint iterative channel estimation and space-frequency decoding algorithm for SFBC-OFDM systems
Bằng: ZHOU Peng, et al.
Được phát hành: (2007-01-01)

MIMO-OFDM Channel Estimation in the Presence of Carrier Frequency Offset
Bằng: Li Jun, et al.
Được phát hành: (2005-01-01)

Estimation scheme for parameters of wireless channel model in OFDM communication systems
Bằng: WANG Yong, et al.
Được phát hành: (2007-01-01)

Estimation scheme for parameters of wireless channel model in OFDM communication systems
Bằng: WANG Yong, et al.
Được phát hành: (2007-01-01)

OFDM Channel Estimation Enhancement using Null Subcarriers
Bằng: Abdulmunem Ahmed Mohammed
Được phát hành: (2018-03-01)

OFDM Channel Estimation Enhancement using Null Subcarriers
Bằng: Abdulmunem Ahmed Mohammed
Được phát hành: (2018-03-01)

Aspire UWA: A case study of widening access in Higher Education
Bằng: Judy Skene, et al.
Được phát hành: (2016-07-01)

Utility channel estimation algorithm with interference suppression in OFDM system
Bằng: Xiaoyang LAI, et al.
Được phát hành: (2016-01-01)

Utility channel estimation algorithm with interference suppression in OFDM system
Bằng: Xiaoyang LAI, et al.
Được phát hành: (2016-01-01)

A Low-Complexity KL Expansion-Based Channel Estimator for OFDM Systems
Bằng: Şenol Habib, et al.
Được phát hành: (2005-01-01)

A Low-Complexity KL Expansion-Based Channel Estimator for OFDM Systems
Bằng: Çırpan Hakan A, et al.
Được phát hành: (2005-01-01)

Data Aided Channel Estimation for MIMO-OFDM Wireless Systems Using Reliable Carriers
Bằng: Inaamullah Khan, et al.
Được phát hành: (2023-01-01)

A Novel Fractional Fourier Transform-Based ASK-OFDM System for Underwater Acoustic Communications
Bằng: Rami Ashri, et al.
Được phát hành: (2017-12-01)

Weighted TSVR Based Nonlinear Channel Frequency Response Estimation for MIMO-OFDM System
Bằng: Shuo Li, et al.
Được phát hành: (2020-01-01)

Deep Learning for Channel Estimation and Signal Detection in OFDM-Based Communication Systems
Bằng: Kah Jing Wong, et al.
Được phát hành: (2022-04-01)

Channel Prediction for Millimeter Wave MIMO-OFDM Communications in Rapidly Time-Varying Frequency-Selective Fading Channels
Bằng: Changwei Lv, et al.
Được phát hành: (2019-01-01)

Model Classification-and-Selection Assisted Robust Receiver for OFDM Systems
Bằng: Xiaoying Zhang, et al.
Được phát hành: (2019-01-01)

A Novel Comb-Pilot Transform Domain Frequency Diversity Channel Estimation for OFDM System
Bằng: L. Liu, et al.
Được phát hành: (2009-12-01)

An improved discrete Fourier transformation channel estimation algorithm with low complexity for orthogonal frequency division multiplexing‐based power line carrier communication systems
Bằng: Gao Fan, et al.
Được phát hành: (2023-10-01)

A Low Complexity Optimal LMMSE Channel Estimator for OFDM System
Bằng: Jyoti P. Patra, et al.
Được phát hành: (2021-12-01)

Effectiveness of Customary Law Hita La Uwa Uwato as A Form of Settlement of Pidana Theft in The Country of Iha Seram District of West
Bằng: Mohammad Sarfan Basyir Putuhena
Được phát hành: (2022-06-01)

Frequency offset estimator for OFDM with time-frequency training sequence
Bằng: JIANG Yan-xiang, et al.
Được phát hành: (2006-01-01)

Frequency offset estimator for OFDM with time-frequency training sequence
Bằng: JIANG Yan-xiang, et al.
Được phát hành: (2006-01-01)