DocumentCode
3764977
Title
Fast inversion of positive definite Hermitian matrices using real inverse operations
Author
Abhishek Kumar Singh
Author_Institution
Department of Electrical Engineering, IIT Kanpur, Kanpur, India
fYear
2015
Firstpage
1
Lastpage
3
Abstract
This paper presents a method for carrying out fast inversion of Hermitian positive definite complex matrices using real inverse operations and suggests its application to computation of MIMO LMMSE Detector. The proposed method reduces the number of real operations required by an existing method by 8 times asymptotically. It also talks about possible extension of the proposed method to arbitrary complex matrices. The proposed method is extremely useful for fast software computation of MIMO LMMSE Detector for large scale MIMO systems.
Keywords
"Matrix decomposition","MIMO","Detectors","Symmetric matrices","Signal processing algorithms","Software","Complexity theory"
Publisher
ieee
Conference_Titel
India Conference (INDICON), 2015 Annual IEEE
Electronic_ISBN
2325-9418
Type
conf
DOI
10.1109/INDICON.2015.7443678
Filename
7443678
Link To Document