Comparison of an Alpha-Beta and Kalman Filter in Track While Scan Radars
Title | Comparison of an Alpha-Beta and Kalman Filter in Track While Scan Radars PDF eBook |
Author | |
Publisher | |
Pages | 153 |
Release | 1979 |
Genre | |
ISBN |
The efficient use of a search-surface radar or sonar, in which one or more targets appear on the screen intermittently usually demands a device for tracking the targets automatically. Such a device, called a track while scan system, must make an estimate of each target's instantaneous position from the sampled-data information provided by the radar. For this purpose, an alpha-beta filter and an optimal Kalman filter, that must track maneuvering targets, are analyzed here and compared in terms of tracking accuracy for tactical applications.
Comparison of an (alpha)-(beta) and Kalman Filter in Track While Scan Radars
Title | Comparison of an (alpha)-(beta) and Kalman Filter in Track While Scan Radars PDF eBook |
Author | Dimitrios Emmanuel Mayiatis |
Publisher | |
Pages | |
Release | 1979 |
Genre | |
ISBN |
Comparison of Four Filtering Options for a Radar Tracking Problem
Title | Comparison of Four Filtering Options for a Radar Tracking Problem PDF eBook |
Author | |
Publisher | |
Pages | 0 |
Release | 1997 |
Genre | |
ISBN |
Four different filtering options are considered for the problem of tracking an exoatmospheric ballistic target with no maneuvers. The four filters are an alpha-beta filter, an augmented alpha-beta filter, a decoupled Kalman filter, and a fully-coupled extended Kalman filter. These filters are listed in the order of increasing computational complexity. All of the filters can track the target with some degree of accuracy. While the pure alpha-beta filter appreciably lags the other filters in performance for this problem, its augmented version is very competitive with the extended Kalman filter under benign conditions. Perhaps the most surprising result is that under all conditions examined, the decoupled (linear) Kalman filter, which is at least an order of magnitude less computationally complex, performs nearly identical to the coupled, extended Kalman filter. Four different filtering options are considered for the problem of tracking an exoatmospheric ballistic target with no maneuvers. The four filters are an alpha-beta filter, an augmented alpha-beta filter, a decoupled Kalman filter, and a fully-coupled extended Kalman filter. These filters are listed in the order of increasing computational complexity. All of the filters can track the target with some degree of accuracy. While the pure alpha-beta filter appreciably lags the other filters in performance for this problem, its augmented version is very competitive with the extended Kalman filter under benign conditions. Perhaps the most surprising result is that under all conditions examined, the decoupled (linear) Kalman filter, which is at least an order of magnitude less computationally complex, performs nearly identical to the coupled, extended Kalman filter.
Tracking Study: an Introduction to the Use of Kalman Filters
Title | Tracking Study: an Introduction to the Use of Kalman Filters PDF eBook |
Author | A. L. C. Quigley |
Publisher | |
Pages | 142 |
Release | 1972 |
Genre | Computer programs |
ISBN |
Kalman Filtering Techniques for Radar Tracking
Title | Kalman Filtering Techniques for Radar Tracking PDF eBook |
Author | K.V. Ramachandra |
Publisher | CRC Press |
Pages | 315 |
Release | 2018-03-12 |
Genre | Technology & Engineering |
ISBN | 1351830775 |
A review of effective radar tracking filter methods and their associated digital filtering algorithms. It examines newly developed systems for eliminating the real-time execution of complete recursive Kalman filtering matrix equations that reduce tracking and update time. It also focuses on the role of tracking filters in operations of radar data processors for satellites, missiles, aircraft, ships, submarines and RPVs.
Masters Theses in the Pure and Applied Sciences
Title | Masters Theses in the Pure and Applied Sciences PDF eBook |
Author | W. H. Shafer |
Publisher | Springer Science & Business Media |
Pages | 311 |
Release | 2012-12-06 |
Genre | Science |
ISBN | 1468442295 |
Masters Theses in the Pure and Applied Sciences was first conceived, published, and dis seminated by the Center for Information and Numerical Data Analysis and Synthesis (CINDAS) * at Purdue University in 1957, starting its coverage of theses with the academic year 1955. Beginning with Volume 13, the printing and dissemination phases of the ac tivity were transferred to University Microfilms/Xerox of Ann Arbor, Michigan, with the thought that such an arrangement would be more beneficial to the academic and general scientific and technical community. After five years of this joint undertaking we had concluded that it was in the interest of all concerned if the printing and distribution of the volume were handled by an international publishing. house to assure improved service and broader dissemination. Hence, starting with Volume 18, Masters Theses in the Pure and Applied Sciences has been disseminated on a worldwide basis by Plenum Publishing Corporation of New York, and in the same year the coverage was broadened to include Canadian universities. All back issues can also be ordered from Plenum. We have reported in Volume 25 (thesis year 1980) a total of 10,308 theses titles from 27 Canadian and 214 United States universities. We are sure that this broader base for theses titles reported will greatly enhance the value of this important annual reference work. While Volume 25 reports theses submitted in 1980, on occasion, certain universities do report theses submitted in previous years but not reported at the time.
Technical Abstract Bulletin
Title | Technical Abstract Bulletin PDF eBook |
Author | Defense Documentation Center (U.S.) |
Publisher | |
Pages | 784 |
Release | 1967 |
Genre | Science |
ISBN |