Demonstration of a compressive-sensing Fourier-transform on-chip spectrometer
Demonstration of a compressive-sensing Fourier-transform on-chip spectrometer
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DOI:
10.1364/ol.42.001440
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发表时间:
2017-04-01
期刊:
影响因子:
3.6
通讯作者:
Lee, Regina
中科院分区:
文献类型:
--
作者:
Podmore, Hugh;Scott, Alan;Lee, Regina
We demonstrate compressive- sensing (CS) spectroscopy in a planar- waveguide Fourier- transform spectrometer ( FTS) device. The spectrometer is implemented as an array of Mach- Zehnder interferometers ( MZIs) integrated on a photonic chip. The signal from a set of MZIs is composed of an undersampled discrete Fourier interferogram, which we invert using l(1)-norm minimization to retrieve a sparse input spectrum. To implement this technique, we use a subwavelength- engineered spatial heterodyne FTS on a chip composed of 32 independent MZIs. We demonstrate the retrieval of three sparse input signals by collecting data from restricted sets ( 8 and 14) of MZIs and applying common CS reconstruction techniques to this data. We show that this retrieval maintains the full resolution and bandwidth of the original device, despite a sampling factor as low as one- fourth of a conventional ( non- compressive) design. (C) 2017 Optical Society of America