DocumentCode
3021411
Title
Implementation of Kalman filters using systolic arrays
Author
Papadourakis, George M. ; Taylor, Fred J.
Author_Institution
University of Central Florida, Orlando, Florida
Volume
12
fYear
1987
fDate
31868
Firstpage
783
Lastpage
786
Abstract
The implementation of the Kalman filter using systolic architectures is considered. Using an orthogonal array processor, a new algorithm is presented which increases the throughput of matrix operations with no additional hardware. The new algorithm makes use of high level pipelining so loading process and arithmetic operations can be performed simultaneously yielding higher PE utilization and faster performance.
Keywords
Aerospace control; Clustering algorithms; Computer architecture; Gaussian noise; Radar signal processing; Recursive estimation; Signal processing algorithms; State estimation; Systolic arrays; Throughput;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '87.
Type
conf
DOI
10.1109/ICASSP.1987.1169910
Filename
1169910
Link To Document