A Hub Matrix Theory and Applications to Wireless Communications

被引:0
作者
H. T. Kung
B. W. Suter
机构
[1] Harvard University,Harvard School of Engineering and Applied Sciences
[2] US Air Force Research Laboratory,undefined
来源
EURASIP Journal on Advances in Signal Processing | / 2007卷
关键词
Information Technology; Wireless Communication; Quantum Information; Matrix Theory; Network System;
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摘要
This paper considers communications and network systems whose properties are characterized by the gaps of the leading eigenvalues of[inline-graphic not available: see fulltext] for a matrix[inline-graphic not available: see fulltext]. It is shown that a sufficient and necessary condition for a large eigen-gap is that[inline-graphic not available: see fulltext] is a "hub" matrix in the sense that it has dominant columns. Some applications of this hub theory in multiple-input and multiple-output (MIMO) wireless systems are presented.
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