DocumentCode
147192
Title
Performance comparision of α-β-γ filter and kalman filter for CA, NCA target tracking using bistatic range and range rate measurements
Author
Sri Ram Kumar, R. ; Venkata Ramaiah, M. ; Ravi Kumar, J.
fYear
2014
fDate
3-5 April 2014
Firstpage
1462
Lastpage
1466
Abstract
This paper investigates problem of maneuvering target tracking, using multiple bi-static range and range rate measurements from multiple bi-static radars, constituting a multistatic radar. This paper mainly concentrates on multi-lateration, used to determine the target position and velocity, which are quite erroneous, as the measurements are noisy. To remove the effect of the process and measurement noise involved, these measurements from the multi-static radar system are fed as inputs to the filtering algorithms. This paper mainly compares the performance of two filters namely α-β-γ filter and kalman filter. The performance is compared in terms of Root mean square error.
Keywords
Kalman filters; mean square error methods; radar tracking; target tracking; α-β-γ filter; NCA; bistatic radars; bistatic range measurements; kalman filter; maneuvering target tracking; multistatic radar system; range rate measurements; root mean square error; Measurement uncertainty; Velocity measurement; Zirconium; Alpha-Beta filter; Bi-static range and range rate; Multi-static radar system; Multilateration; Root mean square error(RMSE); kalman filter; process and measurement noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications and Signal Processing (ICCSP), 2014 International Conference on
Conference_Location
Melmaruvathur
Print_ISBN
978-1-4799-3357-0
Type
conf
DOI
10.1109/ICCSP.2014.6950091
Filename
6950091
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