A Fast and Accurate Two-Stage Algorithm for 1-bit Compressive Sensing

作者：Sun, Biao^*; Chen, Qian; Xu, Xinxin; Zhang, Li; Jiang, Jianjun

来源：IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2013, E96D(1): 120-123.

DOI：10.1587/transinf.E96.D.120

• compressive sensing
• 1-bit compressive sensing
• FATS

Compressive sensing (CS) shows that a sparse or compressible signal can be exactly recovered from its linear measurements at a rate significantly lower than the Nyquist rate. As an extreme case, 1-bit compressive sensing (1-bit CS) states that an original sparse signal can be recovered from the 1-bit measurements. In this paper, we intrduce a Fast and Accurate Two-Stage (FATS) algorithm for 1-bit compressive sensing. Simulations show that FATS not only significantly increases the signal reconstruction speed but also improves the reconstruction accuracy.

• 出版日期2013-1
• 单位华中师范大学