Capacity of a Nonlinear Optical Channel with Finite Memory
arXiv:1403.3339 · doi:10.1109/JLT.2014.2328518
Abstract
The channel capacity of a nonlinear, dispersive fiber-optic link is revisited. To this end, the popular Gaussian noise (GN) model is extended with a parameter to account for the finite memory of realistic fiber channels. This finite-memory model is harder to analyze mathematically but, in contrast to previous models, it is valid also for nonstationary or heavy-tailed input signals. For uncoded transmission and standard modulation formats, the new model gives the same results as the regular GN model when the memory of the channel is about 10 symbols or more. These results confirm previous results that the GN model is accurate for uncoded transmission. However, when coding is considered, the results obtained using the finite-memory model are very different from those obtained by previous models, even when the channel memory is large. In particular, the peaky behavior of the channel capacity, which has been reported for numerous nonlinear channel models, appears to be an artifact of applying models derived for independent input in a coded (i.e., dependent) scenario.
References in corpus (4)
- Information capacity of optical fiber channels with zero average dispersion
- Analytical Modeling of Nonlinear Propagation in a Strongly Dispersive Optical Communication System
- Calculation of Mutual Information for Partially Coherent Gaussian Channels with Applications to Fiber Optics
- Channels that Heat Up
Cited by in corpus (23)
- The Gaussian Noise Model in the Presence of Inter-channel Stimulated Raman Scattering
- Impact of 4D channel distribution on the achievable rates in coherent optical communication experiments
- Analysis of Nonlinear Fiber Interactions for Finite-Length Constant-Composition Sequences
- Performance Prediction of Nonbinary Forward Error Correction in Optical Transmission Experiments
- Information Rates of Next-Generation Long-Haul Optical Fiber Systems Using Coded Modulation
- Analysis and Experimental Demonstration of Orthant-Symmetric Four-dimensional 7 bit/4D-sym Modulation for Optical Fiber Communication
- Temporal Energy Analysis of Symbol Sequences for Fiber Nonlinear Interference Modelling via Energy Dispersion Index
- Conditions for a Monotonic Channel Capacity
- The Channel Capacity Increases with Power
- New Lower Bounds on the Capacity of Optical Fiber Channels via Optimized Shaping and Detection
- On the Kurtosis of Modulation Formats for Characterizing the Nonlinear Fiber Propagation
- Influence of Behavioral Models on Multiuser Channel Capacity
- Analytical Modeling of Nonlinear Fiber Propagation for Four Dimensional Symmetric Constellations
- Calculation of mutual information for nonlinear communication channel at large SNR
- A Lower Bound on the per Soliton Capacity of the Nonlinear Optical Fibre Channel
- Next-to-leading order corrections to capacity for nondispersive nonlinear optical fiber channel in intermediate power region
- Data-driven Enhancement of the Time-domain First-order Regular Perturbation Model
- The growth of channel capacity for nondispersive nonlinear optical fiber channel in intermediate power range. Extension of the model
- Improved Lower Bounds on Mutual Information Accounting for Nonlinear Signal-Noise Interaction
- Kurtosis-limited Sphere Shaping for Nonlinear Interference Noise Reduction in Optical Channels
- List-encoding CCDM: A Nonlinearity-tolerant Shaper Aided by Energy Dispersion Index
- Optimal input signal distribution for nonlinear optical fiber channel with small Kerr nonlinearity
- Capacity Bounds under Imperfect Polarization Tracking