Multiple Access Channels With Combined Cooperation and Partial Cribbing

被引:4
作者
Kopetz, Tal [1 ]
Permuter, Haim H. [1 ]
Shamai, Shlomo [2 ]
机构
[1] Ben Gurion Univ Negev, Dept Elect & Comp Engn, IL-8410501 Beer Sheva, Israel
[2] Technion Israel Inst Technol, Dept Elect Engn, IL-3200003 Haifa, Israel
基金
欧洲研究理事会; 以色列科学基金会;
关键词
Action; block Markov coding; cooperation; duality; double rate splitting; Gaussian MAC; Gelfand-Pinsker coding; multiple access channels; partial cribbing; state; STATE INFORMATION; SIDE INFORMATION; RATE-DISTORTION; DUALITY; CAPACITY; MAC;
D O I
10.1109/TIT.2015.2499759
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the multiple access channel (MAC) with combined cooperation and partial cribbing is studied, and its capacity region is characterized. Cooperation means that each of the two encoders sends a message to the other via a ratelimited link prior to transmission, while partial cribbing means that each of the two encoders obtains a deterministic function of the other encoder's output with or without delay. Prior work in this field dealt separately with cooperation and partial cribbing, but by combining these two methods, we can achieve significantly higher rates. Surprisingly, the capacity region of the MAC with combined cooperation and partial cribbing can be expressed using only one auxiliary random variable (RV) similar to the capacity regions of the MAC with cooperation and with partially cribbing encoders. The reason is that in an optimal coding scheme, the encoders use both cooperation and partial cribbing to generate a common message between the encoders. Furthermore, the Gaussian MAC with combined one-sided cooperation and quantized cribbing is studied. For this model, an achievability scheme is given. This scheme shows how many cooperation or quantization bits are required to practically achieve the capacity region of the Gaussian MAC with full message cooperation or perfect cribbing. To ratify the main results, two additional models are studied. In both models, only one auxiliary RV is needed. The first is a rate distortion dual setting for the MAC with degraded message set and combined cooperation and cribbing. The second is a state-dependent MAC with cooperation, where the state is known at a partially cribbing encoder and at the decoder. However, there are cases where more than one auxiliary RV is needed, e. g., when the cooperation and the cribbing are not used for the same purposes. The MAC with an action-dependent state is presented, where the action is based on the cooperation but not on the cribbing. Therefore, in this case, more than one auxiliary RV is needed. As a result, when the common information shared by the two encoders is used unevenly by the users in the channel, more than one auxiliary RV is needed to express the capacity region.
引用
收藏
页码:825 / 848
页数:24
相关论文
共 27 条
[1]  
[Anonymous], 2013, PROC IEEE INF THEORY
[2]  
[Anonymous], THESIS KATHOLIEKE U
[3]   Successive Refinement With Decoder Cooperation and Its Channel Coding Duals [J].
Asnani, Himanshu ;
Permuter, Haim H. ;
Weissman, Tsachy .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2013, 59 (09) :5511-5533
[4]   Multiple-Access Channel With Partial and Controlled Cribbing Encoders [J].
Asnani, Himanshu ;
Permuter, Haim H. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2013, 59 (04) :2252-2266
[5]   Feedback, Cribbing, and Causal State Information on the Multiple-Access Channel [J].
Bracher, Annina ;
Lapidoth, Amos .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2014, 60 (12) :7627-7654
[6]  
Bross S. I., 2010, 2010 IEEE 26th Convention of Electrical & Electronics Engineers in Israel (IEEEI 2010), P665, DOI 10.1109/EEEI.2010.5662131
[7]   The Gaussian MAC with Conferencing Encoders [J].
Bross, Shraga I. ;
Lapidoth, Amos ;
Wigger, Michele A. .
2008 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS, VOLS 1-6, 2008, :2702-+
[8]  
Cao Y, 2010, L N INST COMP SCI SO, V28, P868
[9]  
Cover T. M., 2012, ELEMENTS INFORM THEO
[10]   Duality between channel capacity and rate distortion with two-sided state information [J].
Cover, TM ;
Chiang, M .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2002, 48 (06) :1629-1638