论文标题

局部恢复边界,用于预先支撑受限的压缩感应

Local recovery bounds for prior support constrained Compressed Sensing

论文作者

Najiya, K. Z., Sonkar, Munnu, Sastry, C. S.

论文摘要

由于其潜力的潜力,预先支持的压缩感被限制在最近变得流行。现有的恢复保证结果提供了全球恢复界限,从而使他们得到全面的支持。但是,在某些应用程序中,人们可能对恢复保证的限制在给定的先前支持的限制中,因此可以将这种范围称为本地恢复界限。目前的工作提出了本地恢复保证并分析了使恢复错误较小的相关参数的条件。

Prior support constrained compressed sensing has of late become popular due to its potential for applications. The existing results on recovery guarantees provide global recovery bounds in the sense that they deal with full support. However, in some applications, one might be interested in the recovery guarantees limited to the given prior support, such bounds may be termed as local recovery bounds. The present work proposes the local recovery guarantees and analyzes the conditions on associated parameters that make recovery error small.

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