Demonstration of a compressive-sensing Fourier-transform on-chip spectrometer
- 1. 1Department of Physics and Astronomy, York University, 4700 Keele St., Toronto, Ontario M1J 1P3, Canada 2Honeywell Aerospace, 303 Terry Fox Dr., Kanata, Ontario K2K 3J1, Canada 3National Research Council Canada, 1200 Montreal Rd., Ottawa, Ontario K1A 0R6, Canada 4Spanish National Research Council (CSIC), Madrid, Spain *Corresponding author: podmore@yorku.ca
Description
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.
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