Sliding-Window Gelfand-Pinsker Coding: General K-User Broadcast Channels

被引:1
作者
Ganguly, Shouvik [1 ]
Wang, Lele [2 ]
机构
[1] XCOM Labs, San Diego, CA 92121 USA
[2] Univ British Columbia, Vancouver, BC V6T 1Z4, Canada
来源
2020 IEEE INFORMATION THEORY WORKSHOP (ITW) | 2021年
基金
加拿大自然科学与工程研究理事会;
关键词
CAPACITY; CODES;
D O I
10.1109/ITW46852.2021.9457616
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A low-complexity coding scheme, termed as sliding-window Gelfand-Pinsker coding, is proposed. It is shown that in a general K-user broadcast channel, every rate point in the Marton's inner bound can be achieved using single-user encoders and decoders. The scheme provides us with a low-complexity alternative to implement the conceptual K dimensional multi-coding, which is an irreplaceable component in many important network communication schemes, such as Marton coding in Gaussian MIMO broadcast channels and distributed decode-forward in cloud radio access networks, but has not been adopted in practical systems due to high computational complexity. Key features in the proposed scheme include staggered message scheduling, successive Gelfand-Pinsker coding, and sliding-window decoding.
引用
收藏
页数:5
相关论文
共 23 条
[1]   Channel Polarization: A Method for Constructing Capacity-Achieving Codes for Symmetric Binary-Input Memoryless Channels [J].
Arikan, Erdal .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2009, 55 (07) :3051-3073
[2]   RANDOM CODING THEOREM FOR BROADCAST CHANNELS WITH DEGRADED COMPONENTS [J].
BERGMANS, PP .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1973, 19 (02) :197-207
[3]  
BERROU C, 1993, IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS 93 : TECHNICAL PROGRAM, CONFERENCE RECORD, VOLS 1-3, P1064, DOI 10.1109/ICC.1993.397441
[4]  
Bose R., 1960, Inf. Control, V3, P68, DOI DOI 10.1016/S0019-9958(60)90287-4
[5]   BROADCAST CHANNELS [J].
COVER, TM .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1972, 18 (01) :2-+
[6]  
El Gamal A., 2011, Network Information Theory
[7]   LOW-DENSITY PARITY-CHECK CODES [J].
GALLAGER, RG .
IRE TRANSACTIONS ON INFORMATION THEORY, 1962, 8 (01) :21-&
[8]  
Ganguly S, 2019, IEEE INT SYMP INFO, P1472, DOI [10.1109/isit.2019.8849328, 10.1109/ISIT.2019.8849328]
[9]  
Gel'fand S. I., 1980, Problems of Control and Information Theory, V9, P19
[10]  
GOLAY MJE, 1949, P IRE, V37, P657