ADAPTIVE ESTIMATION OF CLUTTER EDGE IN WEIBULL CLUTTERS USING UMPI PRE-DETECTOR

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TABAN MOHAMMAD REZA; GHOBADZADE ALI; HAJIMOLAHOSEINI HABIB

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Paper Information

Journal: JOURNAL OF IRANIAN ASSOCIATION OF ELECTRICAL AND ELECTRONICS ENGINEERS Year:2012 | Volume:9 | Issue:1 Page(s): 13-21

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Information Journal Paper

Title

ADAPTIVE ESTIMATION OF CLUTTER EDGE IN WEIBULL CLUTTERS USING UMPI PRE-DETECTOR

Author(s)

TABAN MOHAMMAD REZA | GHOBADZADE ALI | HAJIMOLAHOSEINI HABIB | Issue Writer Certificate

Keywords

RADAR DETECTIONQ3

CLUTTER EDGEQ3

CFARQ3

UMPIQ3

Abstract

In RADAR DETECTION, the existence of the CLUTTER EDGE in the reference samples considerably degrades the performance of the detector. Hence, CLUTTER EDGE estimation not only improves the CFAR detectors, but also can be used for partitioning the various areas of the clutter in the clutter map. In this paper, we propose an adaptive algorithm for detecting the CLUTTER EDGE between two Weibull clutter areas with different shape and scale parameters. First, we apply the UMPI detector as a data pre-processor which is optimal among the invariant detectors. Then, based on the results of the previous pre-detection, the reference data are partitioned by an adaptive algorithm and the position of the CLUTTER EDGE is estimated. For this, we need to the probability density functions of the pre-detector output samples which are provided by the nearest neighbor method.

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APA: Copy

TABAN, MOHAMMAD REZA, GHOBADZADE, ALI, & HAJIMOLAHOSEINI, HABIB. (2012). ADAPTIVE ESTIMATION OF CLUTTER EDGE IN WEIBULL CLUTTERS USING UMPI PRE-DETECTOR. JOURNAL OF IRANIAN ASSOCIATION OF ELECTRICAL AND ELECTRONICS ENGINEERS, 9(1), 13-21. SID. https://sid.ir/paper/115759/en

Vancouver: Copy

TABAN MOHAMMAD REZA, GHOBADZADE ALI, HAJIMOLAHOSEINI HABIB. ADAPTIVE ESTIMATION OF CLUTTER EDGE IN WEIBULL CLUTTERS USING UMPI PRE-DETECTOR. JOURNAL OF IRANIAN ASSOCIATION OF ELECTRICAL AND ELECTRONICS ENGINEERS[Internet]. 2012;9(1):13-21. Available from: https://sid.ir/paper/115759/en

IEEE: Copy

MOHAMMAD REZA TABAN, ALI GHOBADZADE, and HABIB HAJIMOLAHOSEINI, “ADAPTIVE ESTIMATION OF CLUTTER EDGE IN WEIBULL CLUTTERS USING UMPI PRE-DETECTOR,” JOURNAL OF IRANIAN ASSOCIATION OF ELECTRICAL AND ELECTRONICS ENGINEERS, vol. 9, no. 1, pp. 13–21, 2012, [Online]. Available: https://sid.ir/paper/115759/en

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