Abstract
In recent years, the algorithms that extract information for target’s behavior through mathematical transformation of the signals reflected from a target, find ever-widening practical application. In this paper, a new two-stage algorithm for target detection and target’s radial velocity estimation that exploits the Hough transform is proposed. The effectiveness of the proposed algorithm is formulated in terms of both quality parameters - the probability of detection and the accuracy of velocity estimation. The quality parameters are estimated using the Monte Carlo simulation approach.
This work is supported by IIT - 010059/2004 and Bulgarian NF “SR” with Grants TH - 1305/2003, MI - 1506/2005 and IF - 02-85/2005.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Carlson, B., Evans, E., Wilson, S.: - Search Radar Detection and Track with the Hough Transform, Parts I, II, III IEEE Trans., vol. AES, pp. 102-124
Behar, V., Kabakchiev, C., Doukovska, L.: - Target Trajectory Detection in Monopulse Radar by Hough Transform. Compt. Rend. Acad. Bulg. Sci. 53(8), 45–48 (2000)
Kabakchiev, C., Garvanov, I., Doukovska, L.: Excision CFAR BI Detector with Hough Transform in Presence of Randomly Arriving Impulse Interference. In: Proc. of the International Radar Symposium - IRS’05, Berlin, Germany, pp. 259–264 (2005)
Kabakchiev, C., Doukovska, L., Garvanov, I.: Hough Radar Detectors in Conditions of Intensive Pulse Jamming. Sensors & Transducers Magazine, Special Issue, “Multisensor Data and Information Processing”, 381–389 (2005)
Doukovska, L., Kabakchiev, C.: Performance of Hough Detectors in Presence of Randomly Arriving Impulse Interference. In: Proc. of the International Radar Symposium - IRS’06, Krakow, Poland, pp. 473–476 (2006)
Kabakchiev, C., Doukovska, L., Garvanov, I.: - Cell Averaging Constant False Alarm Rate Detector with Hough Transform in Randomly Arriving Impulse Interference. Cybernetics and Information Technologies 6(1), 83–89 (2006)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer Berlin Heidelberg
About this paper
Cite this paper
Behar, V., Doukovska, L., Kabakchiev, C. (2007). Target Detection and Parameter Estimation Using the Hough Transform. In: Boyanov, T., Dimova, S., Georgiev, K., Nikolov, G. (eds) Numerical Methods and Applications. NMA 2006. Lecture Notes in Computer Science, vol 4310. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-70942-8_63
Download citation
DOI: https://doi.org/10.1007/978-3-540-70942-8_63
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-70940-4
Online ISBN: 978-3-540-70942-8
eBook Packages: Computer ScienceComputer Science (R0)