TY - JOUR
T1 - Tunable optical matrix convolution of 20-Gbit/s QPSK 2-D data with a kernel using optical wave mixing
AU - Minoofar, Amir
AU - Alhaddad, Abdulrahman
AU - Ko, Wing
AU - Karapetyan, Narek
AU - Almaiman, Ahmed
AU - Zhou, Huibin
AU - Ramakrishnan, Muralekrishnan
AU - Annavaram, Murali
AU - Tur, Moshe
AU - Habif, Jonathan L.
AU - Willner, Alan E.
N1 - Publisher Copyright:
© 2024 Optica Publishing Group. All rights, including for text and data mining (TDM), Artificial Intelligence (AI) training, and similar technologies, are reserved.
PY - 2024/9/1
Y1 - 2024/9/1
N2 - Compared to its electronic counterpart, optically performed matrix convolution can accommodate phase-encoded data at high rates while avoiding optical-to-electronic-to-optical (OEO) conversions. We experimentally demonstrate a reconfigurable matrix convolution of quadrature phase-shift keying (QPSK)-encoded input data. The two-dimensional (2-D) input data is serialized, and its time-shifted replicas are generated. This 2-D data is convolved with a 1-D kernel with coefficients, which are applied by adjusting the relative phase and amplitude of the kernel pumps. Time-shifted data replicas (TSDRs) and kernel pumps are coherently mixed using nonlinear wave mixing in a periodically poled lithium niobate (PPLN) waveguide. To show the tunability and reconfigurability of this approach, we vary the kernel coefficients, kernel sizes (e.g., 2 × 1 or 3 × 1), and input data rates (e.g., 6–20 Gbit/s). The convolution results are verified to be error-free under an applied: (a) 2 × 1 kernel, resulting in a 16-quadrature amplitude modulation (QAM) output with an error vector magnitude (EVM) of ∼5.1–8.5%; and (b) 3 × 1 kernel, resulting in a 64-QAM output with an EVM of ∼4.9–5.5%.
AB - Compared to its electronic counterpart, optically performed matrix convolution can accommodate phase-encoded data at high rates while avoiding optical-to-electronic-to-optical (OEO) conversions. We experimentally demonstrate a reconfigurable matrix convolution of quadrature phase-shift keying (QPSK)-encoded input data. The two-dimensional (2-D) input data is serialized, and its time-shifted replicas are generated. This 2-D data is convolved with a 1-D kernel with coefficients, which are applied by adjusting the relative phase and amplitude of the kernel pumps. Time-shifted data replicas (TSDRs) and kernel pumps are coherently mixed using nonlinear wave mixing in a periodically poled lithium niobate (PPLN) waveguide. To show the tunability and reconfigurability of this approach, we vary the kernel coefficients, kernel sizes (e.g., 2 × 1 or 3 × 1), and input data rates (e.g., 6–20 Gbit/s). The convolution results are verified to be error-free under an applied: (a) 2 × 1 kernel, resulting in a 16-quadrature amplitude modulation (QAM) output with an error vector magnitude (EVM) of ∼5.1–8.5%; and (b) 3 × 1 kernel, resulting in a 64-QAM output with an EVM of ∼4.9–5.5%.
UR - http://www.scopus.com/inward/record.url?scp=85203112443&partnerID=8YFLogxK
U2 - 10.1364/OL.530189
DO - 10.1364/OL.530189
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C2 - 39207992
AN - SCOPUS:85203112443
SN - 0146-9592
VL - 49
SP - 4899
EP - 4902
JO - Optics Letters
JF - Optics Letters
IS - 17
ER -