DocumentCode
750229
Title
A Formulation of the Channel Capacity of Multiple-Access Channel
Author
Watanabe, Yoichiro ; Kamoi, Koichi
Author_Institution
Dept. of Intell. Inf. Eng. & Sci., Doshisha Univ., Kyotanabe
Volume
55
Issue
5
fYear
2009
fDate
5/1/2009 12:00:00 AM
Firstpage
2083
Lastpage
2096
Abstract
The necessary and sufficient condition of the channel capacity is rigorously formulated for the N -user discrete memoryless multiple-access channel (MAC). The essence is to invoke an elementary MAC where sizes of input alphabets are not greater than the size of output alphabet. The main objective is to demonstrate that the channel capacity of an MAC is achieved by an elementary MAC included in the original MAC. The proof is quite straightforward by the very definition of the elementary MAC. The second objective is to prove that the Kuhn-Tucker conditions of the elementary MAC are sufficient (obviously necessary) for the channel capacity. The latter proof requires two distinctive properties of the MAC: Every solution of the Kuhn-Tucker conditions is a local maximum on the domain of all possible input probability distributions (IPDs), and then particularly for the elementary MAC a set of IPDs for which the value of the mutual information is not smaller than the arbitrary positive number is connected on the domain. As a result, in respect of the channel capacity, the MAC in general can be regarded as an aggregate of a finite number of elementary MACs.
Keywords
channel capacity; multi-access systems; probability; Kuhn-Tucker conditions; N-user discrete memoryless multiple-access channel; channel capacity; input probability distributions; multiple access channel; Aggregates; Channel capacity; Equations; Helium; Information science; Memoryless systems; Mutual information; Probability distribution; Problem-solving; Sufficient conditions; Boundary equation; Kuhn–Tucker conditions; channel capacity; connectedness; elementary multiple-access channel; local maximum;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2009.2015991
Filename
4839058
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