DocumentCode
255823
Title
Tracking of MIMO channel in the presence of unknown interference
Author
Devi, M.V. ; Gowthami, K. ; Selvaganesan, N.
Author_Institution
Dept. of Avionics, Indian Inst. of Space Sci. & Technol., Trivandrum, India
fYear
2014
fDate
11-13 Dec. 2014
Firstpage
1
Lastpage
5
Abstract
In this paper, Filtering based Recursive Least Square (F-RLS) algorithm is used to track the MIMO channel in the presence of spatially and temporally correlated interference. Here interference signal is considered as noise whose auto correlation function is a non-diagonal matrix(color noise). The LS technique gives biased estimate for color noise. So filtering based LS technique is used to give unbiased estimate for the above scenario. Considering the time varying nature of the system, filtering based RLS algorithm is used to track the channel. The tracking capability of this algorithm is measured in terms of Average Mean Square Error (MSE). Simulation result also supports the tracking capability of the algorithm for fixed channel and time varying channel in the presence of interference.
Keywords
MIMO communication; filtering theory; mean square error methods; radiofrequency interference; MIMO channel tracking; MSE; auto correlation function; color noise; filtering based LS technique; filtering based recursive least square algorithm; interference signal; mean square error; spatially correlated interference; temporally correlated interference; time varying channel; Channel estimation; Interference; MIMO; Mathematical model; Receivers; Training; Vectors; Filtering based RLS; Interference channel; MIMO; RLS algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
India Conference (INDICON), 2014 Annual IEEE
Conference_Location
Pune
Print_ISBN
978-1-4799-5362-2
Type
conf
DOI
10.1109/INDICON.2014.7030653
Filename
7030653
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