Title :
Implementation of Kalman filters using systolic arrays
Author :
Papadourakis, George M. ; Taylor, Fred J.
Author_Institution :
University of Central Florida, Orlando, Florida
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;
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '87.
DOI :
10.1109/ICASSP.1987.1169910