Track-While-Scan Algorithm in a Clutter Environment
- 1 September 1978
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Aerospace and Electronic Systems
- Vol. AES-14 (5) , 769-779
- https://doi.org/10.1109/taes.1978.308628
Abstract
A track-while scan (TWS) algorithm is developed for targets in a clutter environment. The problem has been studied using only the position measurements [1, 5-8], but the simulation results have not been satisfactory. Modern processing techniques (FFT processor) ) in air traffic control and surveillance radar receivers provide both position and radial velocity. The radial velocity measurement may be conveniently used in the target-track correlation process, which will reduce the association ambiguity in the clutter environment. t. In the clear environment the algorithm using the position and radial velocity measurements has been treated in [3, 4]. A TWS algorithm, using both position and radial velocity measurements for targets in a clutter environment, is presented here. The algorithm obtained is nonlinear and adaptive. In order to evaluate the improvement due to radial velocity measurement a simulation has been performed on a digital computer. The algorithm was run with and without radial velocity measurements to compare its performances. An improvement was noted especially when the target path included an accelerated portion.Keywords
This publication has 2 references indexed in Scilit:
- New results in optimizing surveillance system tracking and data correlation performance in dense multitarget environmentsIEEE Transactions on Automatic Control, 1973
- Estimating Optimal Tracking Filter Performance for Manned Maneuvering TargetsIEEE Transactions on Aerospace and Electronic Systems, 1970