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.
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;
Conference_Titel :
Communications and Signal Processing (ICCSP), 2014 International Conference on
Conference_Location :
Melmaruvathur
Print_ISBN :
978-1-4799-3357-0
DOI :
10.1109/ICCSP.2014.6950091