WebFeb 19, 2024 · The proposed code length recognition method needs no prior knowledge about the codes, which results in completely blind identification. To reconstruct the parity check matrix, the concept of association rules mining is introduced to the problem of blind identification of channel codes for the first time. WebDec 5, 2024 · In this paper, a blind channel coding recognition algorithm based on CNN-BLSTM is proposed. Firstly, this method uses convolutional neural network to extract the data features of coding sequence and also avoids the problem of low recognition accuracy caused by inputting the original codeword data with inconspicuous features directly into …
Fast Blind Recognition of Channel Codes
WebOn blind recognition of channel codes within a candidate set[J]. IEEE Communications Letters, 2016, 20(4): 736-739. doi: 10.1109/LCOMM.2016. 2525759. CHEN W G and WU G. Blind recognition of (n-1)/n rate punctured convolutional encoders in … meetinghouse clay center cataumet ma
Fast Blind Recognition of Channel Codes - YouTube
WebFeb 1, 2024 · The main contributions of the proposed work are given as follows: In this paper, we propose blind estimation algorithms to identify codeword length n and code dimension k of LDPC codes for noisy channel conditions assuming a non-cooperative scenario.; Simulation results validating the proposed algorithms are given for various test … WebJun 29, 2024 · 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 network (RNN), the attention mechanism, and the residual neural network (ResNet), three universal recognizers are proposed to identify the type, rate, and length … WebNov 14, 2024 · This paper considers the blind recognition of channel codes from noisy received signal. Specifically, based on the residual neural network (ResNet), the recurrent neural network (RNN), and the attention mechanism, three types of recognizers are proposed to recognize the type of a channel code through a classification process. name of irish hat