Blind channel codes recognition via deep learning

B Shen, C Huang, W Xu, T Yang… - IEEE Journal on Selected …, 2021 - ieeexplore.ieee.org
This paper considers the blind recognition of the type and the encoding parameters of
channel codes from the Gaussian noisy signals. Specifically, based on the recurrent neural …

Deep-learning-based blind recognition of channel code parameters over candidate sets under AWGN and multi-path fading conditions

S Dehdashtian, M Hashemi… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
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 …

Blind reconstruction of BCH and RS codes using single-error correction

M Song, J Kim, DJ Shin - IEEE Transactions on Signal …, 2021 - ieeexplore.ieee.org
In this paper, a blind reconstruction method of Bose-Chaudhuri-Hocquenghem (BCH) and
Reed-Solomon (RS) codes is proposed, which aims to reconstruct the generator …

Blind recognition of cyclic codes based on average cosine conformity

Z Wu, Z Zhong, L Zhang - IEEE Transactions on Signal …, 2020 - ieeexplore.ieee.org
Channel coding technology is indispensable in digital communication systems. In
noncooperative contexts, the blind identification of channel codes is very important. In this …

On the estimation of synchronous scramblers in direct sequence spread spectrum systems

D Kim, J Song, D Yoon - IEEE Access, 2020 - ieeexplore.ieee.org
In a non-cooperative context, the receiver has no information about communication
parameters; therefore, it must perform communication forensics, which is the process of …

Fine-grained recognition of error correcting codes based on 1-D convolutional neural network

J Wang, J Li, H Huang, H Wang - Digital Signal Processing, 2020 - Elsevier
Forward error correction (FEC) codes are the most commonly used method in channel
coding, and it is capable of automatically detecting and correcting errors at the receiving end …

A two-stage maximum a posterior probability method for blind identification of LDPC codes

L Li, Z Huang, J Zhou - IEEE Signal Processing Letters, 2020 - ieeexplore.ieee.org
Blind identification of encoders has received increasing attention in recent years. In this
letter, we focus on LDPC coded communication systems and study the problem of blind …

Novel algorithm for blind estimation of scramblers in DSSS systems

D Kim, D Yoon - IEEE Transactions on Information Forensics …, 2023 - ieeexplore.ieee.org
In this paper, we propose a novel algorithm for blind estimation of a linear scrambler, which
is a synchronous scrambler or a self-synchronous scrambler, in direct sequence spread …

基于软判决下的不删余极化码参数识别

吴昭军, 钟兆根, 张立民, 但波 - 通信学报, 2020 - infocomm-journal.com
摘要针对极化码盲识别问题, 首先证明了能表征实际极化码码长, 码率关系的定理1 和定理2
及区别冻结比特位和信息比特位的定理3. 基于这3 个定理, 通过遍历可能的码长值 …

Random interleaving pattern identification from interleaved Reed-Solomon code symbols

C Yi, X Sun, T Zhang, C Li, Y Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Random interleavers are widely employed in digital communication systems to combat
channel fading and burst errors. In applications such as grant-free access by Internet of …