Size Estimation of Spatial Conical Targets Using an Improved Fastest-Descent Method

To optimize radar time resources and reduce computational requirements for target recognition in low-datarate radar echo signals, this paper focuses on the high-resolution one-dimensional range profile sequence of spatial conical targets. A projection model is established, and an improved fastest-descent method is employed for size estimation. The proposed approach first constructs a projection model of the observed target to derive the functional relationship between the projected size and the actual size. Then, the fastest-descent method is used to iteratively solve for the true size of the target. Experimental results demonstrate the effectiveness of the proposed method, achieving a high accuracy in estimating the target's radial length by incorporating precession frequency, with results showing increased stability.

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Publication Details

Published
2025-04-11
DOI
https://doi.org/10.1109/ainit65432.2025.11035924
Primary Topic
Optical measurement and interference techniques
Type
article
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article

Size Estimation of Spatial Conical Targets Using an Improved Fastest-Descent Method

Yue Dai, Li Pin, Shiyuan Zhang
Optical measurement and interference techniques
article

Size Estimation of Spatial Conical Targets Using an Improved Fastest-Descent Method

Yue Dai, Li Pin, Shiyuan Zhang
article en

Abstract

To optimize radar time resources and reduce computational requirements for target recognition in low-datarate radar echo signals, this paper focuses on the high-resolution one-dimensional range profile sequence of spatial conical targets. A projection model is established, and an improved fastest-descent method is employed for size estimation. The proposed approach first constructs a projection model of the observed target to derive the functional relationship between the projected size and the actual size. Then, the fastest-descent method is used to iteratively solve for the true size of the target. Experimental results demonstrate the effectiveness of the proposed method, achieving a high accuracy in estimating the target's radial length by incorporating precession frequency, with results showing increased stability.

Institute of Electronics (CN)
Openalex Percentile: Top 87%
Optical measurement and interference techniques
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