Presentation 2014-12-18
11 GHz Indoor MIMO Channel Parameter Estimation Using Gradient Method
Shizhi ZHANG, Minseok KIM, Jun-ichi TAKADA,
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Abstract(in English) This paper proposes the channel parameter estimation technique by the conjugate gradient method. Conventional search-based methods such as SAGE suffers from poor resolution of the antenna radiation pattern and enormous computational complexity, which leads to large errors and high residual during estimation. However during the implementation of the conjugate gradient method, a continuous and differentiable antenna radiation pattern in both spatial domain and frequency domain is necessary. This paper will discuss the conversion from a discrete radiation pattern into a continuous one using spherical wave function (SWF) in minority. This research is expected to reach an improvement of the estimation accuracy and an acceleration of the estimation process.
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Keyword(in English) parameter estimation / conjugate gradient methods / antenna radiation pattern / indoor propagation / MIMO propagation
Paper # MW2014-162
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Committee MW
Conference Date 2014/12/11(1days)
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Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) 11 GHz Indoor MIMO Channel Parameter Estimation Using Gradient Method
Sub Title (in English)
Keyword(1) parameter estimation
Keyword(2) conjugate gradient methods
Keyword(3) antenna radiation pattern
Keyword(4) indoor propagation
Keyword(5) MIMO propagation
1st Author's Name Shizhi ZHANG
1st Author's Affiliation Dept. of International Development Engineering, Tokyo Institute of Technology()
2nd Author's Name Minseok KIM
2nd Author's Affiliation Dept. of Electrical and Electronic Engineering, Niigata University
3rd Author's Name Jun-ichi TAKADA
3rd Author's Affiliation Dept. of International Development Engineering, Tokyo Institute of Technology
Date 2014-12-18
Paper # MW2014-162
Volume (vol) vol.114
Number (no) 376
Page pp.pp.-
#Pages 4
Date of Issue