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A Recursive Algorithm for Estimating the Correlation Matrix of the Interference Based on the QR Decomposition
- Source :
- Journal of Siberian Federal University. Mathematics & Physics. :160-169
- Publication Year :
- 2020
- Publisher :
- Siberian Federal University, 2020.
-
Abstract
- Many tasks of digital signal processing require the implementation of matrix operations in real time. These are operations of matrix inversion or solving systems of linear algebraic or dif- ferential equations (Kalman filter). The transition to the implementation of digital signal processing on programmable logic device (FPGAs), as a rule, involves calculations based on the representation of numbers with a fixed point. This makes solving spatio-temporal processing problems practically im- possible based on conventional computational methods. The article discusses the implementation of spatial-temporal signal processing algorithms in satellite broadband systems using QR decomposition. The technologies of CORDIC computations required for recurrent QR decomposition when used together in systolic algorithms are presented
Details
- ISSN :
- 23136022 and 19971397
- Database :
- OpenAIRE
- Journal :
- Journal of Siberian Federal University. Mathematics & Physics
- Accession number :
- edsair.doi...........b4bc910c69c7a99e1763a7af4e2ed04a