Abstract
This study presents novel target altitude estimation schemes optimised for ground-based multiple-input multiple-output (MIMO) radars with widely separated antennae, where the antennae are located in a plane so that the altitudes of the antennae are close together. For the ground-based systems, existing target localisation methods based on linear least squares such as least square (LS) and bistatic range measurement (BRM) suffer from performance degradation in target altitude estimation and eventually fail in altitude localisation for a perfect ground-based system where the altitude of antennae are the same. The authors propose three target altitude estimation schemes based on linear least squares for the ground-based systems resolving the drawback of existing algorithms for the ground-based systems; extended BRM approach, which estimates the square of target altitude from the auxiliary parameters produced by BRM algorithm, ellipsoid fitting approach, which directly estimates the square of target altitude with other target position information, and extended ellipsoid fitting approach, which utilise the estimation results of ellipsoid fitting approach to improve the target altitude estimation performance. Performance improvement of the proposed algorithms is analysed in terms of mean squared error and simulation results verify the performance.
| Original language | English |
|---|---|
| Pages (from-to) | 627-637 |
| Number of pages | 11 |
| Journal | IET Radar, Sonar and Navigation |
| Volume | 13 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - 2019 Apr 1 |
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ASJC Scopus subject areas
- Electrical and Electronic Engineering
Cite this
Distributed MIMO radar target altitude estimation for ground-based systems. / Shin, Hyuksoo; Chung, Wonzoo.
In: IET Radar, Sonar and Navigation, Vol. 13, No. 4, 01.04.2019, p. 627-637.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Distributed MIMO radar target altitude estimation for ground-based systems
AU - Shin, Hyuksoo
AU - Chung, Wonzoo
PY - 2019/4/1
Y1 - 2019/4/1
N2 - This study presents novel target altitude estimation schemes optimised for ground-based multiple-input multiple-output (MIMO) radars with widely separated antennae, where the antennae are located in a plane so that the altitudes of the antennae are close together. For the ground-based systems, existing target localisation methods based on linear least squares such as least square (LS) and bistatic range measurement (BRM) suffer from performance degradation in target altitude estimation and eventually fail in altitude localisation for a perfect ground-based system where the altitude of antennae are the same. The authors propose three target altitude estimation schemes based on linear least squares for the ground-based systems resolving the drawback of existing algorithms for the ground-based systems; extended BRM approach, which estimates the square of target altitude from the auxiliary parameters produced by BRM algorithm, ellipsoid fitting approach, which directly estimates the square of target altitude with other target position information, and extended ellipsoid fitting approach, which utilise the estimation results of ellipsoid fitting approach to improve the target altitude estimation performance. Performance improvement of the proposed algorithms is analysed in terms of mean squared error and simulation results verify the performance.
AB - This study presents novel target altitude estimation schemes optimised for ground-based multiple-input multiple-output (MIMO) radars with widely separated antennae, where the antennae are located in a plane so that the altitudes of the antennae are close together. For the ground-based systems, existing target localisation methods based on linear least squares such as least square (LS) and bistatic range measurement (BRM) suffer from performance degradation in target altitude estimation and eventually fail in altitude localisation for a perfect ground-based system where the altitude of antennae are the same. The authors propose three target altitude estimation schemes based on linear least squares for the ground-based systems resolving the drawback of existing algorithms for the ground-based systems; extended BRM approach, which estimates the square of target altitude from the auxiliary parameters produced by BRM algorithm, ellipsoid fitting approach, which directly estimates the square of target altitude with other target position information, and extended ellipsoid fitting approach, which utilise the estimation results of ellipsoid fitting approach to improve the target altitude estimation performance. Performance improvement of the proposed algorithms is analysed in terms of mean squared error and simulation results verify the performance.
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U2 - 10.1049/iet-rsn.2018.5159
DO - 10.1049/iet-rsn.2018.5159
M3 - Article
AN - SCOPUS:85063745431
VL - 13
SP - 627
EP - 637
JO - IET Radar, Sonar and Navigation
JF - IET Radar, Sonar and Navigation
SN - 1751-8784
IS - 4
ER -