DocumentCode
1956194
Title
A fast channel estimation and the reduction of pilot contamination problem for massive MIMO based on a diagonal Jacket matrix
Author
Latif Sarker, Md Abdul ; Moon Ho Lee
Author_Institution
Div. of Electron. & Inf. Eng., Chonbuk Nat. Univ., Jeonju, South Korea
fYear
2013
fDate
11-12 Sept. 2013
Firstpage
26
Lastpage
30
Abstract
Wireless channels are usually multipath fading channel. The large and small scale fading is used in massive multiple-input and multiple-output (MIMO) channel. The large scale fading channel matrix accounts shadow fading and path loss and the small scale fading channel accounts a changeable wavelength. In this paper we assume perfect multipath fast channel estimation and the reduction of a a pilot contamination problem for massive MIMO based on a diagonal Jacket matrix. Many advantages of diagonal Jacket matrices such as excellent eigenvector for the matter of pilot contamination, sample eigenvalue based detection of signals, reduce the computational complexity, possible use of fast Fourier transforms (FFT) for the fast channel estimation, a constant diagonal treatment and an energy harvest. The diagonal Jacket matrices are constructed by a Jacket and a circulant Jacket matrix that provides the excellent eigenvalue decomposition based way to massive MIMO channel estimation which improves the performance and the channel accuracy. In this paper we also compare the diagonal Jacket based iterative least-square with projection (ILSP) method and a minimum mean square error (MMSE) based linear channel estimation strategies.
Keywords
MIMO communication; channel estimation; eigenvalues and eigenfunctions; fading channels; least mean squares methods; MIMO; computational complexity; diagonal Jacket matrix; eigenvector; fast Fourier transforms; fast channel estimation; iterative least-square with projection method; minimum mean square error based linear channel estimation; multipath fading channel; multiple-input and multiple-output channel; pilot contamination reduction; signals detection; wireless channels; Antennas; Base stations; Channel estimation; Covariance matrices; Fading; MIMO; Jacket and diagonal Jacket matrices; covariance matrix; fast channel estimation; massive MIMO; pilot contamination problem; propagation matrix;
fLanguage
English
Publisher
ieee
Conference_Titel
Fiber Optics in Access Network (FOAN), 2013 4th International Workshop on
Conference_Location
Almaty
Print_ISBN
978-1-4799-1502-6
Type
conf
DOI
10.1109/FOAN.2013.6648821
Filename
6648821
Link To Document