Title :
Search radar detection and track with the Hough transform. I. system concept
Author :
Carlson, B.D. ; Evans, E.D. ; Wilson, S.I.
Author_Institution :
Lincoln Lab., MIT, Lexington, MA, USA
fDate :
1/1/1994 12:00:00 AM
Abstract :
A method of viewing search radar signals and data is described and analyzed in which the image processing technique of the Hough transform is used to extract detections and simultaneous tracks from multi-dimensional data maps. System design concepts are considered and simulation examples are given that illustrate the concept. The technique offers many advantages when compared with more traditional techniques. These advantages include improved detection, a solution to the range walk problem, flexibility of implementation, elimination of slow scan-rate latency and automatic track acquisition without revisit. The concept is similar to track-before-detect algorithms that use preliminary information from previous scans to aid in target declarations
Keywords :
Hough transforms; image processing; radar theory; sensor fusion; signal detection; tracking systems; Hough transform; automatic track acquisition; false alarm; image processing; multi-dimensional data maps; multisensor integration; radar detection; range walk problem; search radar signals; simulation; simultaneous tracks; slow scan-rate latency; Data mining; Image analysis; Image processing; Radar detection; Radar imaging; Radar signal processing; Radar tracking; Signal analysis; Signal processing; Target tracking;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on