Distribution Characteristics of Ranging Performance for Vertical Array Based on TDOA

This study primarily investigates the factors influencing the ranging performance of vertical arrays based on time difference of arrival (TDOA) and their underlying patterns of impact. We define and derive the detection accuracy (DA) and DA factor (DAF) based on the Cramér-Rao lower bound (CRLB). Through methods such as extremum analysis and mathematical induction, we identify the factors influencing detection performance and elucidate their impact patterns. Our findings indicate that DA is directly proportional to the variance of input parameter errors. The relative distribution of DA within a coordinate system defined by target distance, array depth, and array length is determined by the ratio of the variances of these input parameter errors. When the array length is significantly smaller than the array depth, the contours of DAF approximate a conical surface in the variable coordinate system. Case study analyses have been conducted to validate and refine these theoretical results, providing insights for system optimization. We conclude that when the array length is much smaller than the array depth, the effect of array depth measurement errors on DA can be considered negligible. Additionally, for fixed values of other parameters, either array depth or array length can yield an optimal solution, while DA increases monotonically with increasing array length. The experiments confirmed the results of the theoretical analysis.

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Publication Details

Journal
IEEE Transactions on Instrumentation and Measurement
Published
2025-01-01
DOI
https://doi.org/10.1109/tim.2025.3556182
Primary Topic
Indoor and Outdoor Localization Technologies
Type
article
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article

Distribution Characteristics of Ranging Performance for Vertical Array Based on TDOA

Hong Liang, Jianfeng Cui
IEEE Transactions on Instrumentation and Measurement
Indoor and Outdoor Localization Technologies
article

Distribution Characteristics of Ranging Performance for Vertical Array Based on TDOA

Hong Liang, Jianfeng Cui
article en

Abstract

This study primarily investigates the factors influencing the ranging performance of vertical arrays based on time difference of arrival (TDOA) and their underlying patterns of impact. We define and derive the detection accuracy (DA) and DA factor (DAF) based on the Cramér-Rao lower bound (CRLB). Through methods such as extremum analysis and mathematical induction, we identify the factors influencing detection performance and elucidate their impact patterns. Our findings indicate that DA is directly proportional to the variance of input parameter errors. The relative distribution of DA within a coordinate system defined by target distance, array depth, and array length is determined by the ratio of the variances of these input parameter errors. When the array length is significantly smaller than the array depth, the contours of DAF approximate a conical surface in the variable coordinate system. Case study analyses have been conducted to validate and refine these theoretical results, providing insights for system optimization. We conclude that when the array length is much smaller than the array depth, the effect of array depth measurement errors on DA can be considered negligible. Additionally, for fixed values of other parameters, either array depth or array length can yield an optimal solution, while DA increases monotonically with increasing array length. The experiments confirmed the results of the theoretical analysis.

IEEE Transactions on Instrumentation and MeasurementVol. 74
Northwestern Polytechnical University (CN)
Affordable and clean energy
Openalex Percentile: Top 95%
Indoor and Outdoor Localization Technologies
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Distribution Characteristics of Ranging Performance for Vertical Array Based on TDOA — Hong Liang, Jianfeng Cui · IEEE Transactions on Instrumentation and Measurement (2025) | TGRS Research Map | TGRS