diff --git a/examples/test_ring_modulator.ipynb b/examples/test_ring_modulator.ipynb new file mode 100644 index 00000000..9e259b48 --- /dev/null +++ b/examples/test_ring_modulator.ipynb @@ -0,0 +1,241 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "from commpy.utilities import upsample\n", + "from optic.comm.modulation import modulateGray\n", + "from optic.dsp.core import pulseShape, signal_power\n", + "from optic.models.devices import photodiode, ring_modulator\n", + "\n", + "try:\n", + " from optic.dsp.coreGPU import firFilter\n", + "except ImportError:\n", + " from optic.dsp.core import firFilter\n", + "\n", + "from optic.utils import parameters, dBm2W\n", + "from optic.plot import eyediagram\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Test OOK Ring Resonator Response" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Average power of the modulated optical signal [mW]: 0.239 mW\n", + "Average power of the modulated optical signal [dBm]: -6.218 dBm\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\anaconda\\lib\\site-packages\\matplotlib\\cbook.py:1699: ComplexWarning: Casting complex values to real discards the imaginary part\n", + " return math.isfinite(val)\n", + "c:\\anaconda\\lib\\site-packages\\matplotlib\\cbook.py:1345: ComplexWarning: Casting complex values to real discards the imaginary part\n", + " return np.asarray(x, float)\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# --- Define Ring Parameters (Matching the previous example script) ---\n", + "ring_radius = 10e-6\n", + "ring_loss_dB_m = 8000\n", + "ring_kappa_power = 0.20 # Power coupling fraction\n", + "ring_resonant_wavelength = 1550e-9\n", + "ring_n_eff = 2.4\n", + "ring_ng = 4.2\n", + "ring_tuning_m_per_V = 100e-12\n", + "ring_dn_dV = ring_n_eff * ring_tuning_m_per_V/(1550e-9)\n", + "# RC filter parameters from original class example\n", + "ring_rc_filter_enabled = True\n", + "ring_rc_time_constant = 5e-12 # 4 ps\n", + "\n", + "# Create a parameter structure for the ring modulator\n", + "class RingParams:\n", + " pass\n", + "\n", + "param = RingParams()\n", + "param.dt = None # Will be set to Ts later\n", + "param.radius = ring_radius\n", + "param.resonant_wavelength = ring_resonant_wavelength\n", + "param.n_eff = ring_n_eff\n", + "param.ng = ring_ng\n", + "param.dn_dV = ring_dn_dV\n", + "param.loss_dB_m = ring_loss_dB_m\n", + "param.kappa_power = ring_kappa_power\n", + "param.buffer_size_hint = 1000000\n", + "param.rc_filter_enabled = ring_rc_filter_enabled\n", + "param.rc_time_constant = ring_rc_time_constant\n", + "param.wavelength_offset = -75e-12\n", + "\n", + "SpS = 64 # samples per symbol\n", + "M = 2 # order of the modulation format (OOK/BPSK mapped to PAM)\n", + "Rs = 50e9 # Symbol rate (for OOK case Rs = Rb)\n", + "Fs = Rs * SpS # Sampling frequency\n", + "Ts = 1 / Fs # Sampling period\n", + "param.dt = Ts # Set the time step for the ring modulator\n", + "\n", + "Pi_dBm = 0 \n", + "Pi = dBm2W(Pi_dBm) \n", + "Ai = np.sqrt(Pi) \n", + "\n", + "# Generate bit sequence and modulate\n", + "bitsTx = np.random.randint(2, size=int(1e4))\n", + "symbTx_pam = modulateGray(bitsTx, M, 'pam')\n", + "symbTx_voltage = symbTx_pam + 1 # scale from [-1,1] to [0,2] for NRZ\n", + "symbolsUp = upsample(symbTx_voltage, SpS)\n", + "pulse = pulseShape('nrz', SpS)\n", + "pulse = pulse / max(abs(pulse)) # Normalize pulse amplitude (although NRZ is usually 1)\n", + "sigTx = firFilter(pulse, symbolsUp) # This is the voltage waveform V(t)\n", + "\n", + "# Create input optical field (constant amplitude)\n", + "input_field_waveform = np.full(len(sigTx), Ai, dtype=complex)\n", + "\n", + "# Call the updated ring_modulator function with new parameter structure\n", + "output_field = ring_modulator(\n", + " Ai=input_field_waveform, # Optical field input\n", + " u=sigTx, # Electrical driving signal\n", + " param=param # Parameter structure\n", + ")\n", + "\n", + "# Analysis and plotting remains the same\n", + "avg_power_W = signal_power(output_field)\n", + "print(f'Average power of the modulated optical signal [mW]: {avg_power_W / 1e-3:.3f} mW')\n", + "print(f'Average power of the modulated optical signal [dBm]: {10 * np.log10(avg_power_W / 1e-3):.3f} dBm') # Note: dBm requires 1mW reference\n", + "\n", + "num_symbols_plot = 160 # Number of symbols to plot\n", + "start_symbol = 40\n", + "interval = np.arange(SpS * start_symbol, SpS * (start_symbol + num_symbols_plot))\n", + "t = interval * Ts / 1e-9 # Time in ns\n", + "\n", + "fig1, axs1 = plt.subplots(1, 2, figsize=(16, 4)) # Increased height slightly\n", + "fig1.suptitle('Electrical Driving Signal (Voltage)', fontsize=14)\n", + "axs1[0].set_title('Power Spectral Density')\n", + "axs1[0].psd(sigTx, Fs=Fs, NFFT=16 * 1024, sides='twosided', label='RF signal spectrum')\n", + "axs1[0].set_xlim(-5 * Rs, 5 * Rs) # Show x-axis in GHz\n", + "axs1[0].set_xlabel('Frequency (Hz)')\n", + "axs1[0].set_ylim(-180, -80) # Adjust ylim if needed\n", + "axs1[0].legend(loc='upper right')\n", + "axs1[0].grid(True)\n", + "\n", + "axs1[1].set_title('Time Domain Waveform')\n", + "axs1[1].plot(t, sigTx[interval], label='RF binary signal', linewidth=1.5)\n", + "axs1[1].set_ylabel('Amplitude (V)')\n", + "axs1[1].set_xlabel('Time (ns)')\n", + "axs1[1].set_xlim(min(t), max(t))\n", + "axs1[1].legend(loc='upper right')\n", + "axs1[1].grid(True)\n", + "fig1.tight_layout(rect=[0, 0.03, 1, 0.95]) # Adjust layout to prevent title overlap\n", + "\n", + "fig2, axs2 = plt.subplots(1, 2, figsize=(16, 4)) # Increased height slightly\n", + "fig2.suptitle('Modulated Optical Signal (Power)', fontsize=14)\n", + "output_power_W = np.real(output_field * np.conj(output_field))\n", + "\n", + "axs2[0].set_title('Power Spectral Density')\n", + "axs2[0].psd(output_power_W, Fs=Fs, NFFT=16 * 1024, sides='twosided', label='Optical signal spectrum')\n", + "axs2[0].set_xlim(-5 * Rs, 5 * Rs) # Show x-axis in GHz\n", + "axs2[0].set_xlabel('Frequency (Hz)')\n", + "axs2[0].set_ylim(-230, -130) # Adjust ylim if needed\n", + "axs2[0].legend(loc='upper right')\n", + "axs2[0].grid(True)\n", + "\n", + "output_power_mW = output_power_W / 1e-3\n", + "axs2[1].set_title('Time Domain Waveform')\n", + "axs2[1].plot(t, output_power_mW[interval], label='Optical modulated signal', linewidth=1.5)\n", + "axs2[1].set_ylabel('Optical Power (mW)')\n", + "axs2[1].set_xlabel('Time (ns)')\n", + "axs2[1].set_xlim(min(t), max(t))\n", + "axs2[1].legend(loc='upper right')\n", + "axs2[1].grid(True)\n", + "fig2.tight_layout(rect=[0, 0.03, 1, 0.95]) # Adjust layout\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# ideal photodiode (noiseless, no bandwidth limitation)\n", + "paramPD = parameters()\n", + "paramPD.ideal = True\n", + "paramPD.Fs = Fs\n", + "\n", + "I_Tx = photodiode(output_field, paramPD) # transmitted signal\n", + "discard = 100\n", + "eyediagram(I_Tx[discard:-discard], I_Tx.size-2*discard, SpS, plotlabel='signal at Tx', ptype='fast')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "base", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.18" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/optic/models/devices.py b/optic/models/devices.py index f288864d..56d2f6ac 100644 --- a/optic/models/devices.py +++ b/optic/models/devices.py @@ -136,6 +136,149 @@ def mzm(Ai, u, param=None): π = np.pi return Ai * np.cos(0.5 / Vpi * (u + Vb) * π) +def ring_modulator( + Ai: np.ndarray, # optical field at the input of the ring + u: np.ndarray, # electrical driving signal + param # structure containing all other parameters +) -> np.ndarray: + """ + Simulates the time-domain response of a photonic ring modulator to an input optical waveform and voltage. + + Parameters: + ----------- + Ai : numpy.ndarray + Array of complex input optical field samples. + u : numpy.ndarray + The voltage waveform applied to the modulator. Must have the same length as Ai. + param : object + Structure containing all other parameters: + - dt: Time step in seconds between samples in input_waveform. + - radius: Radius of the ring resonator in meters. + - resonant_wavelength: Wavelength the ring is designed to resonate at, in meters. + - n_eff: Effective refractive index at the resonant wavelength. + - ng: Group index. + - dn_dV: Change in effective index per volt. + - loss_dB_m: Round-trip propagation loss in dB per meter. + - kappa_power: Fraction of power coupled from bus waveguide into ring. + - buffer_size_hint: Suggested initial size for the internal buffer. + - rc_filter_enabled: Enable RC filter for voltage input. + - rc_time_constant: Time constant for RC filter in seconds. + - wavelength_offset: Wavelength offset from resonance in meters for the input light. + + Returns: + -------- + output_waveform : numpy.ndarray + Array of complex output optical field samples. + + References: + ----------- + [1] W. Sacher and J. Poon, Dynamics of microring resonator modulators. Optics Express, 2008. + """ + + dt = param.dt + radius = getattr(param, "radius", 10e-6) # Default radius of the ring resonator + resonant_wavelength = getattr(param, "resonant_wavelength", 1550e-9) # Default resonant wavelength + n_eff = getattr(param, "n_eff", 2.4) # Default effective refractive index + ng = getattr(param, "ng", 4.2) # Default group index + dn_dV = getattr(param, "dn_dV", 2E-4) # Default change in effective index per volt + loss_dB_m = getattr(param, "loss_dB_m", 4000) # Default round-trip propagation loss in dB/m + kappa_power = getattr(param, "kappa_power", 0.1) # Default fraction of power coupled from bus waveguide into ring + buffer_size_hint = getattr(param, "buffer_size_hint", 1000000) # Default suggested initial size for the internal buffer + rc_filter_enabled = getattr(param, "rc_filter_enabled", False) # Default RC filter enabled + rc_time_constant = getattr(param, "rc_time_constant", 5e-12) # Default time constant for RC filter in seconds + wavelength_offset = getattr(param, "wavelength_offset", -75e-12) # Default wavelength offset from resonance in meters + + # --- Parameter Calculation --- + kappa = np.sqrt(kappa_power) # Field coupling coefficient + sigma = np.sqrt(1 - kappa**2) # Field transmission coefficient (through-port) + + Lrt = 2 * np.pi * radius # Round-trip length + # Calculate amplitude loss factor 'a' from loss in dB/m + a_loss = np.exp(-loss_dB_m * Lrt / (20 * np.log10(np.e))) # Round-trip field amplitude loss factor + + tau = ng * Lrt / const.c # Round-trip time using group index for delay + + # --- Buffer Setup --- + buffer_samples = int(np.ceil(tau / dt)) # Samples needed for round-trip delay + actual_buffer_size = max(buffer_size_hint, buffer_samples + 1) # Ensure buffer is large enough + + if buffer_samples > buffer_size_hint: + print(f"Note: Ring delay ({tau:.2e} s) requires {buffer_samples} samples. " + f"Using buffer size {actual_buffer_size}.") + + # Initialize buffer for the internal field state (a_n(t)) - See Eq. (2) in Ref [1] + # The buffer stores the field *inside* the ring just before the coupler. + ring_field_buffer = np.zeros(actual_buffer_size, dtype=complex) + buffer_idx = 0 + + # --- Waveform Processing Setup --- + n_samples = len(Ai) + output_waveform = np.zeros(n_samples, dtype=complex) + + # Calculate the operating wavelength + operating_wavelength = resonant_wavelength + wavelength_offset + if operating_wavelength <= 0: + raise ValueError("Operating wavelength must be positive.") + + # Pre-compute constant phase component (due to wavelength offset and static n_eff) + base_phi = (2 * np.pi * n_eff / operating_wavelength) * Lrt - (2 * np.pi * n_eff / resonant_wavelength) * Lrt + + # Pre-compute voltage-dependent phase scaling factor + # Delta_phi = (2 * pi * Delta_n_eff / lambda) * L = (2 * pi * dn_dV * V / lambda) * L + voltage_phase_factor = (2 * np.pi * dn_dV / resonant_wavelength) * Lrt + + # --- RC Filter (if enabled) --- + if u is not None and rc_filter_enabled: + if len(u) != n_samples: + raise ValueError("Voltage waveform must have the same length as the input waveform.") + if rc_time_constant <= 0: + raise ValueError("RC time constant must be positive.") + + alpha = dt / (rc_time_constant + dt) # Filter coefficient for IIR filter + filtered_voltage = np.zeros_like(u) + last_filtered_v = 0.0 # Initial condition for the filter + + # Apply first-order IIR filter: y[n] = alpha*x[n] + (1-alpha)*y[n-1] + for i in range(n_samples): + filtered_voltage[i] = alpha * u[i] + (1 - alpha) * last_filtered_v + last_filtered_v = filtered_voltage[i] + elif u is not None: + filtered_voltage = u # Use voltage directly if filter is off + if len(u) != n_samples: + raise ValueError("Voltage waveform must have the same length as the input waveform.") + else: + filtered_voltage = np.zeros(n_samples) # No voltage applied + + # --- Simulation Loop --- + for i in range(n_samples): + # Get delayed ring field from buffer + delayed_idx = (buffer_idx - buffer_samples + actual_buffer_size) % actual_buffer_size + a_n_delayed = ring_field_buffer[delayed_idx] + + # Calculate total phase for this time step + phi = base_phi + voltage_phase_factor * filtered_voltage[i] + phase_term = a_loss * np.exp(-1j * phi) # Combined loss and phase shift + + # Calculate field inside the ring (a_n(t)) and store it + # a_n(t) = kappa * s_in(t) + sigma * a_n(t - tau) * phase_term + current_ring_field = kappa * Ai[i] + sigma * a_n_delayed * phase_term + ring_field_buffer[buffer_idx] = current_ring_field + + # Calculate output field (s_out(t)) + # We need to store past values of a_n(t). Let's rename ring_field_buffer to a_n_buffer. + a_n_delayed = ring_field_buffer[delayed_idx] # This is a_n(t-tau) + + # Calculate output field s_out(t) + output_waveform[i] = sigma * Ai[i] + 1j * kappa * a_n_delayed * a_loss * np.exp(-1j * phi) + + # Calculate next internal field a_n(t) and store it + a_n_current = sigma * a_n_delayed * a_loss * np.exp(-1j * phi) + 1j * kappa * Ai[i] + ring_field_buffer[buffer_idx] = a_n_current + + # Update buffer index + buffer_idx = (buffer_idx + 1) % actual_buffer_size + + return output_waveform def iqm(Ai, u, param=None): """