학술논문

Nonlinear System Identification Scheme for Efficient Compensators Design
Document Type
Periodical
Source
Journal of Lightwave Technology J. Lightwave Technol. Lightwave Technology, Journal of. 38(13):3519-3525 Jul, 2020
Subject
Communication, Networking and Broadcast Technologies
Photonics and Electrooptics
Vertical cavity surface emitting lasers
Equalizers
Optical transmitters
Nonlinear distortion
Table lookup
Complexity theory
Digital pre-distortion
nonlinear communication systems
volterra series
Language
ISSN
0733-8724
1558-2213
Abstract
Opto-electronic transmitters such as vertical-cavity surface-emitting lasers (VCSELs) may include nonlinear dis-tortions combined with memory effect. Using a system model identification scheme based on Volterra series, enables distortions root cause identification and design of efficient compensators to mitigate these effects. Extraction of the memory depth of the linear and nonlinear effects enables low cost and efficient digital pre-distortion (DPD) design, based on the combination of a “long” linear finite impulse response (FIR) filter and a “short” look-up-table (LUT) that mitigates the nonlinear distortion part. VCSEL-based lab experiments are performed, which demonstrate an efficient DPD of X-taps FIR followed by a LUT which pre-distorts only the most significant nonlinear terms associated with memory depth of 3.