Joint Source Channel Anytime Coding

被引:0
|
作者
Deng, Li [1 ,2 ]
Wang, Yixin [3 ]
Yu, Xiaoxi [4 ]
Noor-A-Rahim, Md [5 ]
Guan, Yong Liang [4 ]
Shi, Zhiping [6 ,7 ]
机构
[1] Univ Elect Sci & Technol China UESTC, Natl Key Lab Commun NKLC, Chengdu, Peoples R China
[2] Guilin Univ Aerosp Technol, Guilin, Peoples R China
[3] Nanyang Technol Univ NTU, Sch Elect & Elect Engn EEE, Singapore, Singapore
[4] Nanyang Technol Univ, EEE, Singapore, Singapore
[5] Univ Coll Cork, Sch Comp Sci & IT, Cork, Ireland
[6] UESTC, NKLC, Chengdu, Peoples R China
[7] Sci & Technol Commun Networks Lab, Shijiazhuang, Hebei, Peoples R China
关键词
joint source channel coding ([!text type='JS']JS[!/text]CC); anytime coding; partial joint expanding window decoding (PJEWD); high source probability (HSP); short block-length (SB); LDPC CODES; OPTIMIZATION; SYSTEM;
D O I
10.1109/GLOBECOM42002.2020.9322416
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Joint source channel coding (JSCC) is an effective technique in the non-asymptotic and low latency regime, while suffers from high error floor for sequences with high source probabilities and short block-lengths (HSP-SB). Aiming to address this issue, a joint source channel anytime coding (JSCAC) based on the anytime spatially coupled repeat-accumulate (ASC-RA) codes is presented. In the proposed JSCAC scheme, the adopted exponential distributed coupling (EDC) and partial joint expanding window decoding (PJEWD) can efficiently recover the early transmitted HSP-SB messages that are not fully corrected. Meanwhile, the updating mechanisms in the proposed PJEWD mitigate the complexity of expanding window decoding and the error propagation between the source and channel decoders, attributing to a better error performance. The proposed JSCAC is suitable for HSP-SB source transmission, which is a competitive candidate for communications with high reliability and low delay demands, such as streaming source and control applications, etc.
引用
收藏
页数:6
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