Index

_

__init__() (mokka.channels.torch.ComplexAWGN method) (mokka.channels.torch.DPImpairments method) (mokka.channels.torch.EDFAAmpDualPol method) (mokka.channels.torch.EDFAAmpSinglePol method) (mokka.channels.torch.FixedArbitraryChannelDP method) (mokka.channels.torch.FixedChannelDP method) (mokka.channels.torch.FixedChannelSP method) (mokka.channels.torch.OpticalNoise method) (mokka.channels.torch.PDLElement method) (mokka.channels.torch.PhasenoiseWiener method) (mokka.channels.torch.PMDElement method) (mokka.channels.torch.PMDPDLChannel method) (mokka.channels.torch.PolyPhaseChannelizer method) (mokka.channels.torch.RamanAmpDualPol method) (mokka.channels.torch.ResidualPhaseNoise method) (mokka.channels.torch.SSFMPropagationDualPol method) (mokka.channels.torch.SSFMPropagationSinglePol method) (mokka.channels.torch.WDMDemux method) (mokka.channels.torch.WDMMux method) (mokka.e2e.torch.BitwiseAutoEncoder method) (mokka.equalizers.adaptive.torch.AEQ_SP method) (mokka.equalizers.adaptive.torch.CMA method) (mokka.equalizers.adaptive.torch.PilotAEQ_DP method) (mokka.equalizers.adaptive.torch.PilotAEQ_SP method) (mokka.equalizers.adaptive.torch.VAE_LE_DP method) (mokka.equalizers.torch.Butterfly2x2 method) (mokka.equalizers.torch.Butterfly4x4 method) (mokka.equalizers.torch.CD_compensation method) (mokka.equalizers.torch.LinearFilter method) (mokka.mapping.numpy.QAM method) (mokka.mapping.torch.ClassicalDemapper method) (mokka.mapping.torch.ConstellationDemapper method) (mokka.mapping.torch.ConstellationMapper method) (mokka.mapping.torch.CustomConstellationMapper method) (mokka.mapping.torch.GaussianDemapper method) (mokka.mapping.torch.MBPCSSampler method) (mokka.mapping.torch.PCSSampler method) (mokka.mapping.torch.QAMConstellationMapper method) (mokka.mapping.torch.SeparatedConstellationMapper method) (mokka.mapping.torch.SeparatedSimpleDemapper method) (mokka.mapping.torch.SimpleConstellationMapper method) (mokka.pulseshaping.torch.MidriseQuantizer method) (mokka.pulseshaping.torch.PulseShaping method) (mokka.pulseshaping.torch.SoftMidriseQuantizer method) (mokka.synchronizers.phase.torch.bps.BPS method) (mokka.synchronizers.phase.torch.cycleslip_comp.GenieCycleSlipComp method) (mokka.synchronizers.phase.torch.vandv.ViterbiViterbi method)

A

a (mokka.channels.torch.PMDElement property) AEQ_SP (class in mokka.equalizers.adaptive.torch) alpha_db (mokka.channels.torch.EDFAAmpSinglePol attribute) alpha_lin (mokka.channels.torch.EDFAAmpSinglePol attribute) alphaa_db (mokka.channels.torch.EDFAAmpDualPol attribute) (mokka.channels.torch.RamanAmpDualPol attribute) (mokka.channels.torch.SSFMPropagationDualPol attribute) alphaa_lin (mokka.channels.torch.EDFAAmpDualPol attribute) (mokka.channels.torch.RamanAmpDualPol attribute) (mokka.channels.torch.SSFMPropagationDualPol attribute) alphaa_pdl_lin (mokka.channels.torch.SSFMPropagationDualPol attribute) alphab_db (mokka.channels.torch.EDFAAmpDualPol attribute) (mokka.channels.torch.RamanAmpDualPol attribute) (mokka.channels.torch.SSFMPropagationDualPol attribute)

alphab_lin (mokka.channels.torch.EDFAAmpDualPol attribute) (mokka.channels.torch.RamanAmpDualPol attribute) (mokka.channels.torch.SSFMPropagationDualPol attribute) alphab_pdl_lin (mokka.channels.torch.SSFMPropagationDualPol attribute) alphadb (mokka.channels.torch.SSFMPropagationSinglePol attribute) alphalin (mokka.channels.torch.SSFMPropagationSinglePol attribute) amp (mokka.channels.torch.SSFMPropagationDualPol attribute) (mokka.channels.torch.SSFMPropagationSinglePol attribute) amp_gain (mokka.channels.torch.EDFAAmpDualPol attribute) (mokka.channels.torch.EDFAAmpSinglePol attribute) (mokka.channels.torch.RamanAmpDualPol attribute) amp_noise (mokka.channels.torch.EDFAAmpDualPol attribute) (mokka.channels.torch.EDFAAmpSinglePol attribute) (mokka.channels.torch.RamanAmpDualPol attribute) apply() (mokka.channels.torch.PhasenoiseWiener method)

B

beta2() (in module mokka.utils) betap (mokka.channels.torch.SSFMPropagationSinglePol attribute) betapa (mokka.channels.torch.SSFMPropagationDualPol attribute) betapb (mokka.channels.torch.SSFMPropagationDualPol attribute) bits2hex() (in module mokka.utils) bits2idx() (in module mokka.utils.bitops.numpy) (in module mokka.utils.bitops.torch) bits2int() (in module mokka.utils) bits_to_onehot() (in module mokka.utils.bitops.torch) BitwiseAutoEncoder (class in mokka.e2e.torch)

blackman_harris_window() (in module mokka.pulseshaping.torch) BMI() (in module mokka.inft.torch) BPS (class in mokka.synchronizers.phase.torch.bps) bps_torch() (mokka.synchronizers.phase.torch.bps.BPS method) brickwall_filter() (in module mokka.pulseshaping.torch) Butterfly2x2 (class in mokka.equalizers.torch) Butterfly4x4 (class in mokka.equalizers.torch) butterfly_filter (mokka.equalizers.adaptive.torch.CMA attribute) bw (mokka.channels.torch.EDFAAmpDualPol attribute) (mokka.channels.torch.EDFAAmpSinglePol attribute) (mokka.channels.torch.RamanAmpDualPol attribute)

C

calc_partition() (mokka.synchronizers.phase.torch.vandv.ViterbiViterbi method) calculate_basis() (mokka.channels.torch.SSFMPropagationDualPol method) calculate_squared_distance_symbols() (in module mokka.synchronizers.phase.torch.cycleslip_comp) CD_compensation (class in mokka.equalizers.torch) centered_energy() (in module mokka.normalization.torch) channel_transfer() (mokka.channels.torch.PMDPDLChannel method) classical_demux() (mokka.channels.torch.WDMDemux method) ClassicalDemapper (class in mokka.mapping.torch) CMA (class in mokka.equalizers.adaptive.torch)

ComplexAWGN (class in mokka.channels.torch) ConstellationDemapper (class in mokka.mapping.torch) ConstellationMapper (class in mokka.mapping.torch) convolve() (in module mokka.functional.torch) convolve_overlap_save() (in module mokka.functional.torch) correct_start() (in module mokka.equalizers.torch) correct_start_polarization() (in module mokka.equalizers.torch) cosine_sum_window() (in module mokka.pulseshaping.torch) create_transmit_matrix() (in module mokka.equalizers.torch) CustomConstellationMapper (class in mokka.mapping.torch)

D

db2pow() (in module mokka.utils) dbm2pow() (in module mokka.utils) delta_G (mokka.channels.torch.SSFMPropagationDualPol attribute) (mokka.channels.torch.SSFMPropagationSinglePol attribute) deprecated() (in module mokka.utils.decorators) distribution_quant_gumbel_softmax() (in module mokka.functional.torch) distribution_quantization() (in module mokka.functional.torch)

downsample() (in module mokka.pulseshaping.torch) DPImpairments (class in mokka.channels.torch) dt (mokka.channels.torch.OpticalNoise attribute) (mokka.channels.torch.SSFMPropagationDualPol attribute) (mokka.channels.torch.SSFMPropagationSinglePol attribute) dz (mokka.channels.torch.SSFMPropagationDualPol attribute) (mokka.channels.torch.SSFMPropagationSinglePol attribute)

E

EDFAAmpDualPol (class in mokka.channels.torch) EDFAAmpSinglePol (class in mokka.channels.torch) ELBO_DP() (in module mokka.equalizers.adaptive.torch)

energy() (in module mokka.normalization.torch) estimate_SNR() (in module mokka.utils) export_constellation() (in module mokka.utils)

F

find_start_offset() (in module mokka.equalizers.torch) FixedArbitraryChannelDP (class in mokka.channels.torch) FixedChannelDP (class in mokka.channels.torch) FixedChannelSP (class in mokka.channels.torch) forward() (mokka.channels.torch.ComplexAWGN method) (mokka.channels.torch.DPImpairments method) (mokka.channels.torch.EDFAAmpDualPol method) (mokka.channels.torch.EDFAAmpSinglePol method) (mokka.channels.torch.FixedArbitraryChannelDP method) (mokka.channels.torch.FixedChannelDP method) (mokka.channels.torch.FixedChannelSP method) (mokka.channels.torch.OpticalNoise method) (mokka.channels.torch.PDLElement method) (mokka.channels.torch.PhasenoiseWiener method) (mokka.channels.torch.PMDElement method) (mokka.channels.torch.PMDPDLChannel method) (mokka.channels.torch.PolyPhaseChannelizer method) (mokka.channels.torch.RamanAmpDualPol method) (mokka.channels.torch.ResidualPhaseNoise method) (mokka.channels.torch.SSFMPropagationDualPol method) (mokka.channels.torch.SSFMPropagationSinglePol method) (mokka.channels.torch.WDMDemux method) (mokka.channels.torch.WDMMux method) (mokka.e2e.torch.BitwiseAutoEncoder method) (mokka.equalizers.adaptive.torch.AEQ_SP method) (mokka.equalizers.adaptive.torch.CMA method) (mokka.equalizers.adaptive.torch.PilotAEQ_DP method) (mokka.equalizers.adaptive.torch.PilotAEQ_SP method) (mokka.equalizers.adaptive.torch.VAE_LE_DP method) (mokka.equalizers.torch.Butterfly2x2 method) (mokka.equalizers.torch.CD_compensation method) (mokka.equalizers.torch.LinearFilter method) (mokka.mapping.torch.ClassicalDemapper method) (mokka.mapping.torch.ConstellationDemapper method) (mokka.mapping.torch.ConstellationMapper method) (mokka.mapping.torch.CustomConstellationMapper method) (mokka.mapping.torch.GaussianDemapper method) (mokka.mapping.torch.MBPCSSampler method) (mokka.mapping.torch.PCSSampler method) (mokka.mapping.torch.QAMConstellationMapper method) (mokka.mapping.torch.SeparatedConstellationMapper method) (mokka.mapping.torch.SeparatedSimpleDemapper method) (mokka.mapping.torch.SimpleConstellationMapper method) (mokka.pulseshaping.torch.MidriseQuantizer method) (mokka.pulseshaping.torch.PulseShaping method) (mokka.pulseshaping.torch.SoftMidriseQuantizer method) (mokka.synchronizers.phase.torch.bps.BPS method) (mokka.synchronizers.phase.torch.cycleslip_comp.GenieCycleSlipComp method) (mokka.synchronizers.phase.torch.vandv.ViterbiViterbi method)

forward_abssquared() (mokka.equalizers.torch.Butterfly2x2 method) forward_bitwise() (mokka.mapping.torch.ClassicalDemapper method) forward_dynamic() (mokka.channels.torch.PMDElement method) forward_freq() (mokka.channels.torch.PMDPDLChannel method) forward_static() (mokka.channels.torch.PMDElement method) forward_symbolwise() (mokka.mapping.torch.ClassicalDemapper method) forward_time() (mokka.channels.torch.PMDPDLChannel method)

G

gamma (mokka.channels.torch.SSFMPropagationDualPol attribute) (mokka.channels.torch.SSFMPropagationSinglePol attribute) GaussianDemapper (class in mokka.mapping.torch) generate_all_bits() (in module mokka.utils.generators.numpy) generate_all_input_bits() (in module mokka.utils.bitops.numpy) generate_bits() (in module mokka.utils.generators.numpy) (in module mokka.utils.generators.torch) generate_BPSK() (in module mokka.utils.generators.numpy) GenieCycleSlipComp (class in mokka.synchronizers.phase.torch.cycleslip_comp) get_constellation() (mokka.mapping.numpy.QAM method) (mokka.mapping.torch.ConstellationMapper method) (mokka.mapping.torch.CustomConstellationMapper method) (mokka.mapping.torch.QAMConstellationMapper method) (mokka.mapping.torch.SeparatedConstellationMapper method) (mokka.mapping.torch.SimpleConstellationMapper method)

get_error_signal() (mokka.equalizers.adaptive.torch.AEQ_SP method) (mokka.equalizers.adaptive.torch.CMA method) get_operators() (mokka.channels.torch.SSFMPropagationDualPol method) (mokka.channels.torch.SSFMPropagationSinglePol method) get_rc_ir() (mokka.pulseshaping.torch.PulseShaping class method) get_rrc_ir() (mokka.pulseshaping.torch.PulseShaping class method) gray() (in module mokka.utils.bitops.numpy)

H

h2f() (in module mokka.equalizers.torch) h2H() (in module mokka.equalizers.torch) hamming_window() (in module mokka.pulseshaping.torch)

hann_window() (in module mokka.pulseshaping.torch) hex2bits() (in module mokka.utils) hMI() (in module mokka.inft.torch)

I

idx2bits() (in module mokka.utils.bitops.numpy) (in module mokka.utils.bitops.torch)

impulse_response_conj (mokka.pulseshaping.torch.PulseShaping attribute) impulse_response_to_toeplitz() (in module mokka.equalizers.torch) ints2bits() (in module mokka.utils)

J

J (mokka.channels.torch.PMDElement property)

Jones2Mueller() (in module mokka.functional.torch)

L

lambda_mb() (mokka.mapping.torch.MBPCSSampler method) learnable (mokka.pulseshaping.torch.PulseShaping attribute) length_span (mokka.channels.torch.SSFMPropagationDualPol attribute) (mokka.channels.torch.SSFMPropagationSinglePol attribute) LinearFilter (class in mokka.equalizers.torch)

load_model() (mokka.e2e.torch.BitwiseAutoEncoder static method) (mokka.mapping.torch.ConstellationDemapper static method) (mokka.mapping.torch.ConstellationMapper static method) (mokka.mapping.torch.SeparatedConstellationMapper static method) (mokka.mapping.torch.SeparatedSimpleDemapper static method) (mokka.mapping.torch.SimpleConstellationMapper static method)

M

map() (mokka.mapping.numpy.QAM method) matched() (mokka.pulseshaping.torch.PulseShaping method) maxiter (mokka.channels.torch.SSFMPropagationDualPol attribute) (mokka.channels.torch.SSFMPropagationSinglePol attribute) MB_dist() (in module mokka.mapping.torch) MBPCSSampler (class in mokka.mapping.torch) MI() (in module mokka.inft.torch) MidriseQuantizer (class in mokka.pulseshaping.torch) module mokka mokka.channels mokka.channels.torch mokka.e2e mokka.e2e.torch mokka.equalizers mokka.equalizers.adaptive mokka.equalizers.adaptive.torch mokka.equalizers.torch mokka.functional mokka.functional.torch mokka.inft mokka.inft.torch mokka.mapping mokka.mapping.numpy mokka.mapping.torch mokka.normalization mokka.normalization.torch mokka.pulseshaping mokka.pulseshaping.torch mokka.synchronizers mokka.synchronizers.phase mokka.synchronizers.phase.torch mokka.synchronizers.phase.torch.bps mokka.synchronizers.phase.torch.cycleslip_comp mokka.synchronizers.phase.torch.vandv mokka.utils mokka.utils.bitops mokka.utils.bitops.numpy mokka.utils.bitops.torch mokka.utils.decorators mokka.utils.generators mokka.utils.generators.numpy mokka.utils.generators.torch mokka module mokka.channels module mokka.channels.torch module mokka.e2e module mokka.e2e.torch module mokka.equalizers module mokka.equalizers.adaptive module

mokka.equalizers.adaptive.torch module mokka.equalizers.torch module mokka.functional module mokka.functional.torch module mokka.inft module mokka.inft.torch module mokka.mapping module mokka.mapping.numpy module mokka.mapping.torch module mokka.normalization module mokka.normalization.torch module mokka.pulseshaping module mokka.pulseshaping.torch module mokka.synchronizers module mokka.synchronizers.phase module mokka.synchronizers.phase.torch module mokka.synchronizers.phase.torch.bps module mokka.synchronizers.phase.torch.cycleslip_comp module mokka.synchronizers.phase.torch.vandv module mokka.utils module mokka.utils.bitops module mokka.utils.bitops.numpy module mokka.utils.bitops.torch module mokka.utils.decorators module mokka.utils.generators module mokka.utils.generators.numpy module mokka.utils.generators.torch module MU_MMSE() (in module mokka.equalizers.torch) MU_MMSE_inv() (in module mokka.equalizers.torch)

N

N0() (in module mokka.utils) noise_figure (mokka.channels.torch.EDFAAmpDualPol attribute) (mokka.channels.torch.EDFAAmpSinglePol attribute) (mokka.channels.torch.RamanAmpDualPol attribute)

normalize_filter() (mokka.pulseshaping.torch.PulseShaping method) normalized_filter (mokka.synchronizers.phase.torch.bps.BPS property) num_span (mokka.channels.torch.SSFMPropagationDualPol attribute) (mokka.channels.torch.SSFMPropagationSinglePol attribute)

O

onehot_to_idx() (in module mokka.utils.bitops.torch) optical_carrier_frequency (mokka.channels.torch.EDFAAmpDualPol attribute) (mokka.channels.torch.EDFAAmpSinglePol attribute) (mokka.channels.torch.RamanAmpDualPol attribute)

optical_carrier_wavelength (mokka.channels.torch.OpticalNoise attribute) OpticalNoise (class in mokka.channels.torch) OSNR (mokka.channels.torch.OpticalNoise attribute)

P

P_input_lin (mokka.channels.torch.EDFAAmpDualPol attribute) (mokka.channels.torch.EDFAAmpSinglePol attribute) (mokka.channels.torch.RamanAmpDualPol attribute) p_symbols() (mokka.mapping.torch.MBPCSSampler method) (mokka.mapping.torch.PCSSampler method) pad_transmit_vector() (in module mokka.equalizers.torch) padding (mokka.channels.torch.EDFAAmpDualPol attribute) (mokka.channels.torch.EDFAAmpSinglePol attribute) (mokka.channels.torch.RamanAmpDualPol attribute) PCSSampler (class in mokka.mapping.torch) pdl_max (mokka.channels.torch.SSFMPropagationDualPol attribute) pdl_min (mokka.channels.torch.SSFMPropagationDualPol attribute) pdl_simulation (mokka.channels.torch.SSFMPropagationDualPol attribute) PDLElement (class in mokka.channels.torch) PhasenoiseWiener (class in mokka.channels.torch) PilotAEQ_DP (class in mokka.equalizers.adaptive.torch) PilotAEQ_SP (class in mokka.equalizers.adaptive.torch)

plot_bitwise_decision_regions() (in module mokka.utils) plot_classifier() (in module mokka.utils) plot_constellation() (in module mokka.utils) plot_scatter() (in module mokka.utils) pmd_correlation_length (mokka.channels.torch.SSFMPropagationDualPol attribute) pmd_parameter (mokka.channels.torch.SSFMPropagationDualPol attribute) pmd_sigma (mokka.channels.torch.SSFMPropagationDualPol attribute) pmd_simulation (mokka.channels.torch.SSFMPropagationDualPol attribute) PMDElement (class in mokka.channels.torch) PMDPDLChannel (class in mokka.channels.torch) polyphase_demux() (mokka.channels.torch.WDMDemux method) PolyPhaseChannelizer (class in mokka.channels.torch) pow2db() (in module mokka.utils) pow2dbm() (in module mokka.utils) ProakisChannel() (in module mokka.channels.torch) psp (mokka.channels.torch.SSFMPropagationDualPol attribute) PulseShaping (class in mokka.pulseshaping.torch)

Q

QAM (class in mokka.mapping.numpy)

QAMConstellationMapper (class in mokka.mapping.torch)

R

RamanAmpDualPol (class in mokka.channels.torch) reset() (mokka.equalizers.adaptive.torch.AEQ_SP method) (mokka.equalizers.adaptive.torch.CMA method) (mokka.equalizers.adaptive.torch.PilotAEQ_DP method) (mokka.equalizers.adaptive.torch.PilotAEQ_SP method) (mokka.equalizers.adaptive.torch.VAE_LE_DP method)

ResidualPhaseNoise (class in mokka.channels.torch)

S

sample_noise() (mokka.channels.torch.PhasenoiseWiener method) select_angles_torch() (mokka.synchronizers.phase.torch.bps.BPS method) SeparatedConstellationMapper (class in mokka.mapping.torch) SeparatedSimpleDemapper (class in mokka.mapping.torch) set_constellation() (mokka.synchronizers.phase.torch.bps.BPS method) setup_logging() (in module mokka.utils) setup_plot() (in module mokka.utils) sigma_phi() (in module mokka.utils) SimpleConstellationMapper (class in mokka.mapping.torch) SNR() (in module mokka.inft.torch) SoftMidriseQuantizer (class in mokka.pulseshaping.torch) solution_method (mokka.channels.torch.SSFMPropagationDualPol attribute) solver_method (mokka.channels.torch.SSFMPropagationDualPol attribute) (mokka.channels.torch.SSFMPropagationSinglePol attribute)

span_length (mokka.channels.torch.EDFAAmpDualPol attribute) (mokka.channels.torch.EDFAAmpSinglePol attribute) SSFM_halfstep_end() (in module mokka.channels.torch) SSFM_step() (in module mokka.channels.torch) SSFMPropagationDualPol (class in mokka.channels.torch) SSFMPropagationSinglePol (class in mokka.channels.torch) step() (mokka.channels.torch.PMDElement method) (mokka.channels.torch.PMDPDLChannel method) steps() (mokka.channels.torch.PMDElement method) SU_MMSE() (in module mokka.equalizers.torch) symmetrical_SSFM_step() (in module mokka.channels.torch) symmetrical_SSPROPV_step() (in module mokka.channels.torch)

T

temperature_per_epoch (mokka.synchronizers.phase.torch.bps.BPS property) theta (mokka.channels.torch.PMDElement property)

toeplitz() (in module mokka.equalizers.torch) train() (mokka.synchronizers.phase.torch.bps.BPS method)

U

unit_vector() (in module mokka.equalizers.torch) unwrap() (in module mokka.functional.torch) unwrap_torch() (in module mokka.functional.torch) update_adaptive() (in module mokka.equalizers.adaptive.torch)

update_constellation() (mokka.mapping.torch.ClassicalDemapper method) (mokka.mapping.torch.GaussianDemapper method) update_lr() (mokka.equalizers.adaptive.torch.VAE_LE_DP method) update_var() (mokka.equalizers.adaptive.torch.VAE_LE_DP method) upsample() (in module mokka.pulseshaping.torch)

V

VAE_LE_DP (class in mokka.equalizers.adaptive.torch)

ViterbiViterbi (class in mokka.synchronizers.phase.torch.vandv)

W

warm_start() (mokka.mapping.torch.GaussianDemapper method) wavelength() (in module mokka.utils)

wavelength_bandwidth (mokka.channels.torch.OpticalNoise attribute) WDMDemux (class in mokka.channels.torch) WDMMux (class in mokka.channels.torch)