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PIER PIER B PIER C PIER M PIER Letters
2013-02-19
Recursive Implementation of Natural Frequency-Based Radar Detection Using the Lrt Scheme
By
Joon-Ho Lee,

    Professor Joon-Ho Lee

    Department of Information & Communication Engineering

    Sejong University

    Korea

    Homepage

So-Hee Jeong

    Dr. So-Hee Jeong

    Department of Information and Communication Engineering

    Sejong University

    Korea

    Homepage

Progress In Electromagnetics Research, Vol. 137, 219-237, 2013
doi:10.2528/PIER13011701
Abstract
We address the performance analysis of the natural frequency-based radar target detection in this paper. We show how to calculate the detection performance recursively by making a polynomial approximation of the probability density function (PDF) of the standard normal distribution. Why we make a polynomial approximation of the PDF of the standard normal distribution is that the PDF of the standard normal distribution is not analytically integrable but that the polynomial is definitely analytically integrable, which makes it possible to calculate the detection performance without look-up table. The Taylor polynomial is used for an approximation of the PDF of the standard normal distribution. We derive the error of the approximation, the bound of the error of approximation, and the optimal polynomial approximation in the sense that the bound of the error of the approximation is minimized. We validate the derived expressions via numerical simulation.
Citation
Joon-Ho Lee, and So-Hee Jeong, "Recursive Implementation of Natural Frequency-Based Radar Detection Using the Lrt Scheme," Progress In Electromagnetics Research, Vol. 137, 219-237, 2013.
doi:10.2528/PIER13011701
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