Title :
Information Theoretic Aspects of Users´ Activity in a Wyner-Like Cellular Model
Author :
Levy, N. ; Shamai, S.
Author_Institution :
Dept. of Electr. Eng., Technion - Israel Inst. of Technol., Haifa, Israel
fDate :
5/1/2010 12:00:00 AM
Abstract :
We address an application of multiuser information theory to the study of the uplink of a communication system with randomly activated users. We first assume that all the messages are jointly decoded by a multicell processor. Then, we relax this hypothesis and study the network under the assumption that the decoding of the message of a given user is only based on the messages received within a given distance of this user. Our results show that for a general class of models, under adequate hypothesis, local decoding performs almost as well as global decoding and that the difference converges to 0 exponentially fast as the size of the decoding window goes to infinity.
Keywords :
cellular radio; decoding; information theory; multi-access systems; Wyner-like cellular model; global decoding; local decoding; multicell processor; multiuser information theory; randomly activated user; user activity; Attenuation; Cities and towns; Communication systems; Decoding; Gaussian noise; H infinity control; Information theory; Random variables; Signal processing; Wireless communication; Local decoding; Wyner cellular model; outage regime; randomly activated users;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2010.2044056