Abstract
Non-line-of-sight (NLOS) detection endows radar with the capability to sense visually obscured targets. However, existing algorithms rely on prior knowledge of the scene and assume that the layout is simple and regular, which restricts their applicability in practice. To address the above problems, this paper proposes a method for target localization and building layout reconstruction in L-shaped corner with complex geometries. Specifically, the time of arrivals (ToAs) of multipaths, containing information about NLOS target and scenario, are extracted using the data preprocessing method. Next, the nearest-neighbor (NN) algorithm is utilized to track and correlate the extracted ToAs. Then, based on the least squares (LS) method, the ToAs corresponding to diffraction, first-order reflection and second-order reflection paths are identified or complemented. Among them, the first two serve for the target localization, while the ToAs of second-order reflection are applied to accomplish the building layout reconstruction. Eventually, simulations and experiments are carried out to corroborate that the proposed algorithm can effectively locate the NLOS target and reconstruct a portion of the shape of wall just with a portable single-input single-output (SISO) radar.
| Original language | English |
|---|---|
| Journal | IEEE Transactions on Instrumentation and Measurement |
| Volume | 74 |
| Early online date | 25 Dec 2024 |
| DOIs | |
| Publication status | Published - 2025 |
| Publication type | A1 Journal article-refereed |
Keywords
- building layout reconstruction
- complex geometries
- Non-line-of-sight (NLOS) detection
- single-input single-output (SISO) radar
- target localization
Publication forum classification
- Publication forum level 3
ASJC Scopus subject areas
- Instrumentation
- Electrical and Electronic Engineering
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