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压缩感知

于 2023-08-17 发布 文件大小:1.23 kB
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应用背景这是压缩感知领域,一个重构算法--子空间追踪方法,此方法是基于OMP之后的改进算法。压缩感知,又称压缩采样,压缩传感。它作为一个新的采样理论,它通过开发信号的稀疏特性,在远小于Nyquist 采样率的条件下,用随机采样获取信号的离散样本,然后通过非线性重建算法完美的重建信号。关键技术压缩感知理论一经提出,就引起学术界和工业的界的广泛关注。他在信息论、图像处理、地球科学、光学/微波成像、模式识别、无线通信、大气、地质等领域受到高度关注,并被美国科技评论评为2007年度十大科技进展。

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