TY - GEN
T1 - Novel LDPC Code-Aided Modified CME-Based Anti-Jamming Strategy
AU - Chai, Yuan
AU - Chen, Jiawen
AU - Ding, Xuhui
AU - Yang, Kai
N1 - Publisher Copyright:
©2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Direct sequence spread spectrum (DSSS) system is extensively utilized in modern satellite communication systems owing to its inherent anti-interception and anti-jamming capabilities. However, the anti-jamming performance of the system is constrained by its spreading ration. While a larger spreading ration increases the jamming margin, it also leads to an expansion in signal bandwidth, thereby resulting in reduced communication efficiency and wastage of spectrum resources. The consecutive mean excision (CME) algorithm shows the potential to enhance the system's resistance to jamming for a fixed spreading ratio. Nonetheless, it is limited in effectively addressing residual burst errors in the channel. In this paper, an LDPC code-aided anti-jamming strategy based on modified CME is proposed. By introducing overlap windowing and overlap addition operations, the CME algorithm is optimized to achieve jamming detection and suppression in the frequency domain. Moreover, the logarithmic likelihood ratio (LLR) of the despread signal is modified, along with decoding based on the belief propagation (BP) algorithm to further improve the error-correcting capability of the DSSS system. Simulation results compared with the traditional algorithm demonstrate that the proposed method has significantly improved communication performance against narrowband jamming.
AB - Direct sequence spread spectrum (DSSS) system is extensively utilized in modern satellite communication systems owing to its inherent anti-interception and anti-jamming capabilities. However, the anti-jamming performance of the system is constrained by its spreading ration. While a larger spreading ration increases the jamming margin, it also leads to an expansion in signal bandwidth, thereby resulting in reduced communication efficiency and wastage of spectrum resources. The consecutive mean excision (CME) algorithm shows the potential to enhance the system's resistance to jamming for a fixed spreading ratio. Nonetheless, it is limited in effectively addressing residual burst errors in the channel. In this paper, an LDPC code-aided anti-jamming strategy based on modified CME is proposed. By introducing overlap windowing and overlap addition operations, the CME algorithm is optimized to achieve jamming detection and suppression in the frequency domain. Moreover, the logarithmic likelihood ratio (LLR) of the despread signal is modified, along with decoding based on the belief propagation (BP) algorithm to further improve the error-correcting capability of the DSSS system. Simulation results compared with the traditional algorithm demonstrate that the proposed method has significantly improved communication performance against narrowband jamming.
KW - DSSS
KW - LDPC code
KW - Satellite communication
KW - frequency domain anti-jamming
KW - narrowband jamming
UR - https://www.scopus.com/pages/publications/85216548660
U2 - 10.1109/ICFEEIE64494.2024.00021
DO - 10.1109/ICFEEIE64494.2024.00021
M3 - Conference contribution
AN - SCOPUS:85216548660
T3 - Proceedings - 2024 International Conference on the Frontiers of Electronic, Electrical and Information Engineering, ICFEEIE 2024
SP - 72
EP - 76
BT - Proceedings - 2024 International Conference on the Frontiers of Electronic, Electrical and Information Engineering, ICFEEIE 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 1st International Conference on the Frontiers of Electronic, Electrical and Information Engineering, ICFEEIE 2024
Y2 - 21 June 2024 through 23 June 2024
ER -