Capacity theorems for channels with designable feedback

被引:0
作者
Liu, Youjian [1 ]
机构
[1] Univ Colorado, Dept Elect & Comp Engn, Boulder, CO 80309 USA
来源
CONFERENCE RECORD OF THE FORTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1-5 | 2007年
关键词
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Finite-rateg or limited, channel state feedback from receivers to transmitters may provide significant information rate gain. We provide capacities for single-user and multiuser (multiple access) channels with designable finite rate channel state feedback and input constraints. Cases of finite input/output/state alphabets, spaces with probability density functions, and Multiple-Input Multiple-Output (MMO) fading channels are considered. It is shown that the optimal feedback is memoryless and is a function of the current channel state only. The optimal input function is also memoryless and depends on current feedback only. The key result is that the optimal feedback and transmission strategies may be time varying and for the single user case, deterministic feedback is optimal and the capacity is maximum of mutual information plus a duality gap, which may be strictly positive. Moreover, random feedback may outperform time invariant deterministic feedback
引用
收藏
页码:1936 / 1940
页数:5
相关论文
共 50 条
[31]   Capacity analysis and precoding for MIMO channels with covariance feedback [J].
Wang, Jianqi ;
Zoltowski, Michael D. .
2005 39TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, VOLS 1 AND 2, 2005, :393-397
[32]   The capacity of finite-state Markov channels with feedback [J].
Chen, J ;
Berger, T .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2005, 51 (03) :780-798
[33]   The Feedback Capacity of Noisy Output Is the STate (NOST) Channels [J].
Shemuel, Eli ;
Sabag, Oron ;
Permuter, Haim H. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2022, 68 (08) :5044-5059
[34]   The ε-Capacity Region of AWGN Multiple Access Channels with Feedback [J].
Truong, Lan V. ;
Fong, Silas L. ;
Tan, Vincent Y. F. .
2016 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS (SPCOM), 2016,
[35]   Secrecy Capacity of Colored Gaussian Noise Channels With Feedback [J].
Li, Chong ;
Liang, Yingbin ;
Poor, H. Vincent ;
Shamai , Shlomo .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2019, 65 (09) :5771-5782
[36]   Capacity Results for Erasure Broadcast Channels with Intermittent Feedback [J].
Vahid, Alireza ;
Wang, I-Hsiang ;
Lin, Shih-Chun .
2019 IEEE INFORMATION THEORY WORKSHOP (ITW), 2019, :205-209
[37]   On the capacity of time-varying channels with periodic feedback [J].
Sadrabadi, Mehdi Ansari ;
Maddah-Ali, Mohammad Ali ;
Khandani, Amir Keyvan .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2007, 53 (08) :2910-2915
[38]   The Information Theoretic Characterization of the Capacity of Channels with Noisy Feedback [J].
Li, Chong ;
Elia, Nicola .
2011 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT), 2011, :174-178
[39]   Capacity results for multiple access channels with state and feedback [J].
Wu, Wei ;
Vishwanath, Sriram ;
Arapostathis, Ari .
2006 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1-6, PROCEEDINGS, 2006, :962-+
[40]   On the Capacity of Indecomposable Finite-State Channels With Feedback [J].
Dabora, Ron ;
Goldsmith, Andrea J. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2013, 59 (01) :193-203