Low-Delay Joint Source-Channel Mappings for the Gaussian MAC

被引:18
作者
Kron, Johannes [1 ]
Alajaji, Fady [2 ]
Skoglund, Mikael [1 ]
机构
[1] Royal Inst Technol KTH, Sch Elect Engn, Stockholm, Sweden
[2] Queens Univ, Dept Math & Stat, Kingston, ON K7L 3N6, Canada
基金
瑞典研究理事会; 加拿大自然科学与工程研究理事会;
关键词
Joint source-channel coding; low-delay transmission; multi-terminal source coding; Gaussian multiple-access channel; correlated sources; mean square error; QUANTIZER DESIGN; NOISY CHANNELS; CEO PROBLEM; CODES;
D O I
10.1109/LCOMM.2013.120413.132088
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
The bivariate Gaussian multiterminal source coding problem with transmission over the Gaussian multiple-access channel is studied. We propose the use of low-delay joint source-channel mappings and show how performance saturation, which is unavoidable with linear transmission, can be overcome by optimizing the mappings. The optimized mappings are in general nonlinear and perform a combination of hard and soft decision signaling for the error-resilient transmission of analog data.
引用
收藏
页码:249 / 252
页数:4
相关论文
共 50 条
[21]   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
[22]   Joint source-channel coding with feedback [J].
Kostina, Victoria ;
Polyanskiy, Yury ;
Verdu, Sergio .
2015 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2015, :276-280
[23]   Joint Source-Channel Coding with Adaptation [J].
Minh-Quang Nguyen ;
Hang Nguyen ;
Renault, Eric ;
Phan-Thuan Do .
2016 IEEE SIXTH INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND ELECTRONICS (ICCE), 2016, :77-81
[24]   Neural Joint Source-Channel Coding [J].
Choi, Kristy ;
Tatwawadi, Kedar ;
Grover, Aditya ;
Weissman, Tsachy ;
Ermon, Stefano .
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 97, 2019, 97
[25]   Joint Source-Channel Coding With Feedback [J].
Kostina, Victoria ;
Polyanskiy, Yury ;
Verdu, Sergio .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2017, 63 (06) :3502-3515
[26]   Joint Source-Channel Coding for Broadcasting Correlated Sources [J].
Koken, Erman ;
Tuncel, Ertem .
2016 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2016, :1844-1848
[27]   Joint Source-Channel Coding for Broadcasting Correlated Sources [J].
Koken, Erman ;
Tuncel, Ertem .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2017, 65 (07) :3012-3022
[28]   A Low-Delay MAC Solution for MIMO Ad Hoc Networks [J].
Rossetto, Francesco ;
Zorzi, Michele .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2009, 8 (01) :130-135
[29]   A Tight Bound on the Performance of a Minimal-Delay Joint Source-Channel Coding Scheme [J].
Kleiner, Marius ;
Rimoldi, Bixio .
2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, :136-140
[30]   Zero-Delay Joint Source-Channel Coding in the Presence of Interference Known at the Encoder [J].
Varasteh, Morteza ;
Gunduz, Deniz ;
Tuncel, Ertem .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2016, 64 (08) :3311-3322