Share Email Print

Proceedings Paper • new

Recent results using laser speckle in multimode waveguides for random projections
Author(s): Adam C. Scofield; George A. Sefler; T. Justin Shaw; George C. Valley
Format Member Price Non-Member Price
PDF $17.00 $21.00

Paper Abstract

Random projections are used in applications such as compressive sensing, speckle spectroscopy, and recurrent neural networks. Most prior work has used speckle in free-space systems. Here we report results using laser speckle in planar and cylindrical waveguides with the goal of integrating the whole system in a photonic integrated circuit. We demonstrate a compressive sensing RF receiver over the 2-19 GHz band that recovers the amplitude, phase and frequency of one or two RF sinusoids in a 4.5-ns time window. The RF signal is modulated on a wavelength-chirped optical field, derived from a dispersed mode-locked laser pulse, that propagates through a 5-m, 105-micron fiber. The output of the fiber is imaged onto a fiber bundle such that 32 independent measurements of the speckle pattern are made, and differential outputs of pairs of photodiodes are then digitized to give 16 compressive measurements. The frequency resolution in a single pulse is about 100 MHz, but the resolution can be improved to about 20 KHz by using 100 pulses at a 35 MHz rate. A simpler system uses a stable single-frequency laser diode and speckle in a planar waveguide to determine RF frequency to about 100 MHz. Finally, speckle in a multimode waveguide is used as the reservoir in a recurrent neural network to predict an RF time series.

Paper Details

Date Published: 1 March 2019
PDF: 8 pages
Proc. SPIE 10937, Optical Data Science II, 109370B (1 March 2019); doi: 10.1117/12.2509939
Show Author Affiliations
Adam C. Scofield, Rockley Photonics (United States)
George A. Sefler, The Aerospace Corp. (United States)
T. Justin Shaw, The Aerospace Corp. (United States)
George C. Valley, The Aerospace Corp. (United States)

Published in SPIE Proceedings Vol. 10937:
Optical Data Science II
Bahram Jalali; Ken-ichi Kitayama, Editor(s)

© SPIE. Terms of Use
Back to Top