TY - JOUR
T1 - Capacity characterization for state-dependent Gaussian channel with a helper
AU - Sun, Yunhao
AU - Duan, Ruchen
AU - Liang, Yingbin
AU - Khisti, Ashish
AU - Shitz, Shlomo Shamai
N1 - Funding Information:
Y. Sun, R. Duan, and Y. Liang were supported in part by the National Science Foundation under Grant CCF-12-18451 and Grant CCF-16-18127 and in part by the National Science Foundation CAREER Award under Grant CCF-10-26565. A. Khisti was supported by the Canada Research Chair's Program. S. Shamai was supported in part by the Israel Science Foundation and in part by the European Union's Horizon 2020 Research And Innovation Programme under Grant 694630.
Publisher Copyright:
© 1963-2012 IEEE.
PY - 2016/12
Y1 - 2016/12
N2 - The state-dependent point-to-point Gaussian channel with a helper is first studied, in which a transmitter communicates with a receiver via a state-corrupted channel. The state is not known to the transmitter nor to the receiver, but known to a helper noncausally, which then wishes to assist the receiver to cancel the state. Differently from the previous work that characterized the capacity only in the infinite state power regime, this paper explores the general case with arbitrary state power. A lower bound on the capacity is derived based on an achievable scheme that integrates direct state subtraction and single-bin dirty paper coding. By analyzing this lower bound and further comparing it with the existing upper bounds, the capacity of the channel is characterized for a wide range of channel parameters. Such an idea of characterizing the capacity is further extended to study the two-user state-dependent multiple access channel with a helper. By comparing the derived inner and outer bounds, the channel parameters are partitioned into appropriate cases, and for each case, either segments on the capacity region boundary or the full capacity region are characterized.
AB - The state-dependent point-to-point Gaussian channel with a helper is first studied, in which a transmitter communicates with a receiver via a state-corrupted channel. The state is not known to the transmitter nor to the receiver, but known to a helper noncausally, which then wishes to assist the receiver to cancel the state. Differently from the previous work that characterized the capacity only in the infinite state power regime, this paper explores the general case with arbitrary state power. A lower bound on the capacity is derived based on an achievable scheme that integrates direct state subtraction and single-bin dirty paper coding. By analyzing this lower bound and further comparing it with the existing upper bounds, the capacity of the channel is characterized for a wide range of channel parameters. Such an idea of characterizing the capacity is further extended to study the two-user state-dependent multiple access channel with a helper. By comparing the derived inner and outer bounds, the channel parameters are partitioned into appropriate cases, and for each case, either segments on the capacity region boundary or the full capacity region are characterized.
KW - Capacity region
KW - Gel'fand-Pinsker scheme
KW - channel state
KW - dirty paper coding
KW - multiple access channel
KW - noncausal state information
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U2 - 10.1109/TIT.2016.2614320
DO - 10.1109/TIT.2016.2614320
M3 - Article
AN - SCOPUS:84999292422
SN - 0018-9448
VL - 62
SP - 7123
EP - 7134
JO - IRE Professional Group on Information Theory
JF - IRE Professional Group on Information Theory
IS - 12
M1 - 7579205
ER -