TY - JOUR
T1 - Semantic-Forward Relaying
T2 - A Novel Framework Toward 6G Cooperative Communications
AU - Lin, Wensheng
AU - Yan, Yuna
AU - Li, Lixin
AU - Han, Zhu
AU - Matsumoto, Tad
N1 - Publisher Copyright:
© 1997-2012 IEEE.
PY - 2024/3/1
Y1 - 2024/3/1
N2 - This letter proposes a novel relaying framework, semantic-forward (SF), for cooperative communications towards the sixth-generation (6G) wireless networks. The SF relay extracts and transmits the semantic features, which reduces forwarding payload, and also improves the network robustness against intra-link errors. Based on the theoretical basis for cooperative communications with side information and the turbo principle, we design a joint source-channel coding algorithm to iteratively exchange the extrinsic information for enhancing the decoding gains at the destination. Surprisingly, simulation results indicate that even in bad channel conditions, SF relaying can still effectively improve the recovered information quality.
AB - This letter proposes a novel relaying framework, semantic-forward (SF), for cooperative communications towards the sixth-generation (6G) wireless networks. The SF relay extracts and transmits the semantic features, which reduces forwarding payload, and also improves the network robustness against intra-link errors. Based on the theoretical basis for cooperative communications with side information and the turbo principle, we design a joint source-channel coding algorithm to iteratively exchange the extrinsic information for enhancing the decoding gains at the destination. Surprisingly, simulation results indicate that even in bad channel conditions, SF relaying can still effectively improve the recovered information quality.
KW - cooperative communica- tions
KW - relaying systems
KW - semantic communications
KW - Semantic-forward
KW - side information
UR - http://www.scopus.com/inward/record.url?scp=85182920976&partnerID=8YFLogxK
U2 - 10.1109/LCOMM.2024.3352916
DO - 10.1109/LCOMM.2024.3352916
M3 - 文章
AN - SCOPUS:85182920976
SN - 1089-7798
VL - 28
SP - 518
EP - 522
JO - IEEE Communications Letters
JF - IEEE Communications Letters
IS - 3
ER -