A Closed-Form Expression for the Gaussian Noise Model in the Presence of Inter-Channel Stimulated Raman Scattering Extended for Arbitrary Loss and Fibre Length
Abstract:A closed-form formula for the nonlinear interference (NLI) estimation using the Gaussian noise (GN) model in the presence of inter-channel stimulated Raman scattering (ISRS) is derived. The formula enables accurate estimation of the NLI evolution along any portion of the fibre span together with arbitrary values of optical fibre losses. The formula also accounts for wavelength-dependent fibre parameters, variable modulation formats and launch power profiles. The formula is suitable for ultra-wideband (UWB) opt… Show more
“…The remaining launch power can be recovered, for instance, with lumped amplification. An example of fully recovered launch power using RA can be found in [30]. For all scenarios, the pumps' allocation with non-zero power found by the described algorithm is shown in Table I.…”
Section: B Results For Signal Profile Evolution Estimationmentioning
confidence: 99%
“…We also include a complete discussion on the semi-analytical approach used to obtain an accurate estimation of the fibre signal profile evolution along the fibre distance. This work together with [30] represents the first closed-form expression of the GN model supporting FW-RA and BW-RA in the presence of ISRS.…”
Section: Introductionmentioning
confidence: 93%
“…Of interest for UWB transmission systems are closed-form expressions for the GN model in the presence of ISRS effect [18], namely ISRS GN model. Closedform expressions of this model were derived in [20]- [28].…”
Section: Introductionmentioning
confidence: 99%
“…The closed-form expression presented in this work was first published in [30]. In this work, we extensively discuss its validation and present all the mathematical derivations used to obtain it.…”
A closed-form model for the nonlinear interference (NLI) in Raman amplified links is presented, the formula accounts for both forward (FW) and backward (BW) pumping schemes and inter-channel stimulated Raman scattering (ISRS) effect. The formula also accounts for an arbitrary number of pumps, wavelength-dependent fibre parameters, launch-power profiles, and is tested over a distributed Raman-amplified system setup. The formula is suitable for ultra-wideband (UWB) optical transmission systems and is applied in a signal with 13 THz optical bandwidth corresponding to transmission over the S-, C-, and L-band. The accuracy of the closed-form formula is validated through comparison with numerical integration of the Gaussian noise (GN) model and split-step Fourier method (SSFM) simulations in a point-to-point transmission link.
“…The remaining launch power can be recovered, for instance, with lumped amplification. An example of fully recovered launch power using RA can be found in [30]. For all scenarios, the pumps' allocation with non-zero power found by the described algorithm is shown in Table I.…”
Section: B Results For Signal Profile Evolution Estimationmentioning
confidence: 99%
“…We also include a complete discussion on the semi-analytical approach used to obtain an accurate estimation of the fibre signal profile evolution along the fibre distance. This work together with [30] represents the first closed-form expression of the GN model supporting FW-RA and BW-RA in the presence of ISRS.…”
Section: Introductionmentioning
confidence: 93%
“…Of interest for UWB transmission systems are closed-form expressions for the GN model in the presence of ISRS effect [18], namely ISRS GN model. Closedform expressions of this model were derived in [20]- [28].…”
Section: Introductionmentioning
confidence: 99%
“…The closed-form expression presented in this work was first published in [30]. In this work, we extensively discuss its validation and present all the mathematical derivations used to obtain it.…”
A closed-form model for the nonlinear interference (NLI) in Raman amplified links is presented, the formula accounts for both forward (FW) and backward (BW) pumping schemes and inter-channel stimulated Raman scattering (ISRS) effect. The formula also accounts for an arbitrary number of pumps, wavelength-dependent fibre parameters, launch-power profiles, and is tested over a distributed Raman-amplified system setup. The formula is suitable for ultra-wideband (UWB) optical transmission systems and is applied in a signal with 13 THz optical bandwidth corresponding to transmission over the S-, C-, and L-band. The accuracy of the closed-form formula is validated through comparison with numerical integration of the Gaussian noise (GN) model and split-step Fourier method (SSFM) simulations in a point-to-point transmission link.
“…Together with experimental designs and demonstrations using Raman amplifiers, real-time nonlinear modelling of MBT is an essential tool to introduce intelligence, achieve the best resource allocation and maximise system throughput in the optical networks [30], [31]. For Raman amplified links, one way of achieving that goal is using analytical expressions of the Gaussian noise (GN) model in the presence of Raman amplification [32], [33]. Such real-time prediction enables an efficient and fast design of the Raman pumps, achieving the desired amplification gain dynamically in the network [34], [35].…”
Capacity enhancement by utilising the unused spectral bands of the low-loss optical window of standard singlemode fibre (SSMF) is a cost-effective solution for meeting the future demand for data traffic. The development of optical amplifiers that can operate in different spectral bands is expected to play an integral part in the establishment of multi-band networks. In this work, we perform experimental, analytical and numerical modelling of a multi-band transmission system using a hybrid distributed-discrete Raman amplifier enabling signal amplification from 1410-1605 nm. The developed amplifier was tested over 50km of SSMF using 200 Gbit/s channels, where successful transmission was achieved, well above the HD-FEC threshold of 8.5 dB. Further study on the multi-band transmission performance was carried out using a semi-analytical closed-form approximation and split-step Fourier method-based simulations for various related test cases. The analytical and numerical models are also compared with experimental results, showing reasonable agreement in terms of system performance estimation.
A closed-form expression that estimates the nonlinear interference of arbitrary modulation formats in Raman amplified links is presented. Accounting for any pumping schemes and inter-channel stimulated Raman scattering effect, the formula is applied to an optical bandwidth of 20 THz and validated using numerical simulations.
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