A deep learning based channel estimation scheme for IEEE 802.11 p systems

S Han, Y Oh, C Song - ICC 2019-2019 IEEE International …, 2019 - ieeexplore.ieee.org
In this paper, we propose a novel deep learning based channel estimation scheme for IEEE
802.11 p vehicle-to-everything (V2X) communication systems. A major challenge in the V2X …

Channel estimation based on deep learning in vehicle-to-everything environments

J Pan, H Shan, R Li, Y Wu, W Wu… - IEEE Communications …, 2021 - ieeexplore.ieee.org
Channel estimation in vehicle-to-everything (V2X) communications is a challenging issue
due to the fast time-varying and non-stationary characteristics of wireless channel. To grasp …

Temporal averaging LSTM-based channel estimation scheme for IEEE 802.11 p standard

AK Gizzini, M Chafii, S Ehsanfar… - 2021 IEEE global …, 2021 - ieeexplore.ieee.org
In vehicular communications, reliable channel estimation is critical for the system
performance due to the doubly-dispersive nature of vehicular channels. IEEE 802.11 p …

Deep learning based channel estimation schemes for IEEE 802.11 p standard

AK Gizzini, M Chafii, A Nimr, G Fettweis - IEEE Access, 2020 - ieeexplore.ieee.org
IEEE 802.11 p standard is specially developed to define vehicular communications
requirements and support cooperative intelligent transport systems. In such environment …

GRU-based deep learning channel estimation scheme for the IEEE 802.11 p standard

J Hou, H Liu, Y Zhang, W Wang… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
In the IEEE 802.11 p standard, channel estimation is quite challenging in the presence of
high mobility due to rapid channel variations. Extensive research has been conducted on …

Virtual subcarrier aided channel estimation schemes for tracking rapid time variant channels in IEEE 802.11 p systems

S Han, J Park, C Song - 2020 IEEE 91st Vehicular Technology …, 2020 - ieeexplore.ieee.org
This paper investigates the channel estimation schemes for tracking rapid time variant
channels in IEEE 802. 11p systems. To overcome the problems of the existing preamble …

A deep learning-aided temporal spectral ChannelNet for IEEE 802.11 p-based channel estimation in vehicular communications

X Zhu, Z Sheng, Y Fang, D Guo - EURASIP Journal on Wireless …, 2020 - Springer
In vehicular communications using IEEE 802.11 p, estimating channel frequency response
(CFR) is a remarkably challenging task. The challenge for channel estimation (CE) lies in …

A new data pilot-aided channel estimation scheme for fast time-varying channels in IEEE 802.11 p systems

S Baek, I Lee, C Song - IEEE Transactions on Vehicular …, 2019 - ieeexplore.ieee.org
The channel estimation in the IEEE 802.11 p vehicle-to-everything (V2X) communication
systems is generally a challenging task due to high mobility and insufficient number of pilots …

Preamble-based adaptive channel estimation for IEEE 802.11 p

JY Choi, HS Jo, C Mun, JG Yook - Sensors, 2019 - mdpi.com
Recently, research into autonomous driving and traffic safety has been drawing a great deal
of attention. To realize autonomous driving and solve traffic safety problems, wireless access …

Channel estimation schemes for IEEE 802.11 p standard

Z Zhao, X Cheng, M Wen, B Jiao… - IEEE intelligent …, 2013 - ieeexplore.ieee.org
In vehicle-to-vehicle (V2V) communications, reliable channel estimation is critical for the
system performance due to the extremely time-varying characteristic of V2V channels. In this …