Modified Joint Source-Channel Trellises for Transmitting JPEG Images over Wireless Networks

被引:0
作者
Lin, Yin-Chen [1 ]
Wang, Jyun-Jie [2 ]
Yang, Sheng-Chih [1 ,2 ]
Chen, Chi-Chun [1 ,3 ]
机构
[1] Natl Chin Yi Univ Technol, Grad Inst, Prospective Technol Elect Engn & Comp Sci, Taichung 41170, Taiwan
[2] Natl Chin Yi Univ Technol, Dept Comp Sci & Informat Engn, Taichung 41170, Taiwan
[3] Natl Chin Yi Univ Technol, Dept Elect Engn, Taichung 41170, Taiwan
来源
APPLIED SCIENCES-BASEL | 2024年 / 14卷 / 06期
关键词
trellis; decoding algorithm; block codes; BCJR; TRANSMISSION;
D O I
10.3390/app14062578
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
This paper presents a joint source-channel image transmission model based on a modified trellis construction using variable-length and fixed-length codes. The model employs linear block trellis codes and a modified Bahl-Cocke-Jelinek-Raviv algorithm for decoding in the source channel. Additionally, this model utilizes a hierarchical tree and a parity-check matrix to combine the source and channel codes, reducing errors in the decoding process and enabling the decoding of longer sequences without substantial loss of quality.
引用
收藏
页数:13
相关论文
共 50 条
[21]   Novel Double Protograph LDPC Codes for Joint Source-Channel Coding Systems [J].
Zhan, Jia ;
Tam, Wai-Man ;
Lau, Francis C. M. .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 74 (04) :5291-5306
[22]   Energy-Distortion Tradeoffs in Gaussian Joint Source-Channel Coding Problems [J].
Jain, Aman ;
Guenduez, Deniz ;
Kulkarni, Sanjeev R. ;
Poor, H. Vincent ;
Verdu, Sergio .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2012, 58 (05) :3153-3168
[23]   Energy-Limited Joint Source-Channel Coding of Gaussian Sources over Gaussian Channels with Unknown Noise Level [J].
Lev, Omri ;
Khina, Anatoly .
ENTROPY, 2023, 25 (11)
[24]   Low-Delay Analog Joint Source-Channel Coding With Deep Learning [J].
Xuan, Ziwei ;
Narayanan, Krishna .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 71 (01) :40-51
[25]   Joint Source-Channel Coding and Optimization for Layered Video Broadcasting to Heterogeneous Devices [J].
Ji, Wen ;
Li, Zhu ;
Chen, Yiqiang .
IEEE TRANSACTIONS ON MULTIMEDIA, 2012, 14 (02) :443-455
[26]   A joint source-channel coding approach to digital image self-recovery [J].
Sarreshtedari, Saeed ;
Abbasfar, Aliazam ;
Akhaee, Mohammad Ali .
SIGNAL IMAGE AND VIDEO PROCESSING, 2017, 11 (07) :1371-1378
[27]   Iterative joint source-channel decoding of H.264 compressed video [J].
Levine, David ;
Lynch, William E. ;
Le-Ngoc, Tho .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2010, 25 (02) :75-87
[28]   A low-complexity rate allocation algorithm for joint source-channel video coding [J].
Milani, Simone ;
Calvagno, Giancarlo .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2009, 24 (05) :368-383
[29]   Distributed joint source-channel code design for GMAC using irregular LDPC codes [J].
Shahid, Iqbal ;
Yahampath, Pradeepa .
EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2014,
[30]   Design of Analog Joint Source-Channel Coding Systems for Broadcast Channels with MSE Balancing [J].
Fresnedo, Oscar ;
Gonzalez-Coma, Jose P. ;
Castedo, Luis .
2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2015, :595-599