Blind Identification of LDPC Code Based on Deep Learning

• Published in: 2019 6th International Conference on Dependable Systems and Their Applications (DSA) pp. 460 - 464
• Main Authors: Ni, Yanqin, Peng, Shengliang, Zhou, Lin, Yang, Xi
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.01.2020
• Subjects: code identification; Convolution; Deep learning; LDPC code; Military communication; Parity check codes; Radio transmitters; Receivers; Simulation; TextCNN

In cognitive radio or military communications systems, the receiver usually needs to blindly identify which LDPC code has been adopted by the transmitter. Existing methods for blind LDPC code identification suffer from high computational complexity. This paper proposes a deep learning based LDPC cod...