Joint detection and decoding of polar coded 5G control channels
The recent release of the cellular standard known as 5G New Radio (5G-NR) has adopted
polar codes for error protection in the physical downlink control channel (PDCCH). We …
polar codes for error protection in the physical downlink control channel (PDCCH). We …
Deep-learning-based blind recognition of channel code parameters over candidate sets under AWGN and multi-path fading conditions
We consider the problem of recovering channel code parameters over a candidate set by
merely analyzing the received encoded signals. We propose a deep learning-based …
merely analyzing the received encoded signals. We propose a deep learning-based …
Significance-test based blind detection for 5G
The internet of vehicles needs mobile communication systems for efficient communications.
On the physical downlink control channel (PDCCH) of 5G, blind detection is performed to …
On the physical downlink control channel (PDCCH) of 5G, blind detection is performed to …
Efficient blind detection scheme based on simplified decoding of polar codes
In blind detection, both the downlink control information (DCI) format and the physical
downlink control channel format are unknown, which results in high detection complexity. If …
downlink control channel format are unknown, which results in high detection complexity. If …
Blind identification of polar codes based on estimation and derivation approaches
C Yi, B Pang, L He, B Ma, Y Li… - IEEE Communications …, 2022 - ieeexplore.ieee.org
The blind identification of polar codes is to identify code parameters such as the code length,
the number and positions of information bits in a polar code in non-cooperative …
the number and positions of information bits in a polar code in non-cooperative …
Blind detection and identification of polar codes based on the parity check conformity
Q Liu, H Zhang, P Yu - IEEE Communications Letters, 2022 - ieeexplore.ieee.org
Polar code is an emerging error-correcting code. The blind detection and identification of
polar codes are less studied. This letter proposes an algorithm to determine whether a …
polar codes are less studied. This letter proposes an algorithm to determine whether a …
Nested construction of polar codes for blind detection
In this letter, we propose a novel polar coding scheme for blind detection in 5G systems. In
the proposed scheme, the codewords for different aggregation levels (ALs) are constructed …
the proposed scheme, the codewords for different aggregation levels (ALs) are constructed …
Efficient Blind Detection for 5G NR Polar-Coded Physical Downlink Control Channels using Deep Learning
M Talha, KMF Elsayed - 2024 6th Novel Intelligent and …, 2024 - ieeexplore.ieee.org
In 5G LTE-NR wireless systems, polar codes serve as the channel-coding scheme for
physical downlink control channels (PDCCH) due to their efficiency. However, identifying the …
physical downlink control channels (PDCCH) due to their efficiency. However, identifying the …
Convolutional neural networks for space-time block coding recognition
W Yan, Q Ling, L Zhang - arxiv preprint arxiv:1910.09952, 2019 - arxiv.org
We apply the latest advances in machine learning with deep neural networks to the tasks of
radio modulation recognition, channel coding recognition, and spectrum monitoring. This …
radio modulation recognition, channel coding recognition, and spectrum monitoring. This …
Low-Density Parity-Check Coded High-order Modulation Schemes
Y Liao - 2022 - unsworks.unsw.edu.au
In this thesis, we investigate how to support reliable data transmissions at high speeds in
future communication systems, such as 5G/6G, WiFi, satellite, and optical communications …
future communication systems, such as 5G/6G, WiFi, satellite, and optical communications …