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相干海杂波雷达观测中潜在纹理相干扩散的几何与可观测性

Geometry and observability of latent texture-coherence diffusions in coherent sea-clutter radar observations

Arnaud Coatanhay, Angélique Drémeau

arXiv 2609.27587首次发表:更新:

发表机构

Lab-STICC, UMR CNRS 6285, ENSTA, Institut Polytechnique de Paris(拉布斯特克,法国国家科学研究中心联合研究单位6285,ENSTA巴黎理工学院)

机构由 AI 辅助整理,请以论文原文为准。

AI 中文总结

研究相干海杂波雷达中潜在纹理相干扩散的可观测性,提出广义谱隙准则和尺度-形状分解,量化采样与噪声影响,并通过模拟验证。

AI 中文摘要

相干雷达通过潜在纹理和相干变量的非单射乘性组合观测海杂波。我们研究一类部分观测的慢-快扩散,其投影二次协方差具有形式\(Q=S+qyy^\ op\),以Field的海杂波扩散作为可解基准。对于固定形状的快协方差,我们推导了恢复潜在慢坐标的精确广义谱隙准则和稳定性界。当快协方差改变形状时,我们获得不变尺度-形状分解以及潜在二次签名增强或抵消的精确条件。然后我们量化有限采样和接收机噪声导致的可分辨性损失。受控的CIR-OU模拟验证了解析恒等式,并展示了结构可观测性不产生稳定重建的机制。

英文摘要

A coherent radar observes sea clutter through a non-injective multiplicative combination of latent texture and coherence variables. We study a class of partially observed slow--fast diffusions for which the projected quadratic covariance has the form \(Q=S+qyy^\top\), using Field's sea-clutter diffusion as a solvable benchmark. For fixed-shape fast covariance, we derive an exact generalized spectral-gap criterion for recovery of the latent slow coordinate and a stability bound. When the fast covariance changes shape, we obtain an invariant scale--shape decomposition and exact conditions for reinforcement or cancellation of the latent quadratic signature. We then quantify the loss of resolvability caused by finite sampling and receiver noise. Controlled CIR--OU simulations verify the analytic identities and exhibit regimes in which structural observability does not yield stable reconstruction.

Comments29 pages, 3 figures

论文原文

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