IHP-AnalogAcademy/modules/module_1_bandgap_reference/scripting/.ipynb_checkpoints/Untitled-checkpoint.ipynb

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{
"cells": [
{
"cell_type": "code",
"execution_count": 9,
"id": "9699e101-b0e6-4a93-aca7-3842d1495a62",
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"from pygmid import Lookup as lk\n",
"import numpy as np\n",
"from scipy.interpolate import interp1d\n",
"import matplotlib.pyplot as plt\n",
"from time import time\n",
"import matplotlib as mpl\n",
"path = '/home/pedersen/misc/gmid/configs_lv'"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "5e69566c-b172-43ff-9f06-c87ef692c8e2",
"metadata": {},
"outputs": [],
"source": [
"pmos_lv = lk(os.path.join(path, '130p1vrvt.pkl'))\n",
"nmos_lv = lk(os.path.join(path, '130n1vrvt.pkl'))"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "4d28e763-96ed-4c08-851d-ca6bda57b34c",
"metadata": {},
"outputs": [],
"source": [
"# setup mpl\n",
"mpl.rcParams['axes.spines.right'] = False\n",
"mpl.rcParams['axes.spines.top'] = False\n",
"mpl.rcParams.update({\"axes.grid\" : True})"
]
},
{
"cell_type": "markdown",
"id": "aa4c54e0-55cc-4c24-a122-d32ed1ca37c5",
"metadata": {},
"source": [
"# Design of miller compensated OTA with RHP-zero placed at infinity"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "c9220071-a650-43d2-847b-eb524e83e72c",
"metadata": {
"jupyter": {
"source_hidden": true
}
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Define a range for phase margin (typically between 0° and 90°)\n",
"phase_margin = np.linspace(0, 90, 100)\n",
"\n",
"# Calculate the damping ratio (zeta) from the phase margin\n",
"zeta = phase_margin / 100\n",
"\n",
"# Calculate percentage overshoot using the relationship for a second-order system\n",
"overshoot = 100 * np.exp(-np.pi * zeta / np.sqrt(1 - zeta**2))\n",
"\n",
"# Plot the relationship\n",
"plt.figure(figsize=(10, 6))\n",
"plt.plot(phase_margin, overshoot, color='blue', label='Percentage Overshoot')\n",
"\n",
"# Labels and title\n",
"plt.xlabel('Phase Margin (°)')\n",
"plt.ylabel('Percentage Overshoot (%)')\n",
"plt.title('Relationship between Phase Margin and Percentage Overshoot')\n",
"plt.grid(True)\n",
"plt.legend()\n",
"\n",
"# Show plot\n",
"plt.show()\n",
"\n",
"def plot_id_w(device_type, selected_gm_id, selected_L, chosen_vds, current):\n",
" \"\"\"Plot ID/W vs g_m/ID for the given device type (NMOS or PMOS) with selected parameters.\n",
" Additionally, calculate and return current/id_w_value.\"\"\"\n",
" \n",
" # Choose the correct lookup based on the device type\n",
" if device_type == 'nmos':\n",
" lookup_fn = nmos_lv.look_up\n",
" elif device_type == 'pmos':\n",
" lookup_fn = pmos_lv.look_up\n",
" else:\n",
" raise ValueError(\"Invalid device type. Use 'nmos' or 'pmos'.\")\n",
"\n",
" # Lookup ID/W value for the selected GM ID and length\n",
" id_w_value = lookup_fn('ID_W', GM_ID=selected_gm_id, L=selected_L, VDS=chosen_vds)\n",
" \n",
" # Calculate current/id_w_value\n",
" current_id_ratio = current / id_w_value if id_w_value != 0 else None\n",
"\n",
" # Generate GM IDs for the plot\n",
" gm_ids = np.arange(3, 15 + 0.1, 0.1)\n",
" id_w = lookup_fn('ID_W', GM_ID=gm_ids, L=selected_L, VDS=chosen_vds)\n",
"\n",
" # Plotting\n",
" plt.figure()\n",
" plt.plot(gm_ids, id_w, label=f'L = {selected_L}')\n",
" plt.axhline(y=id_w_value, color='green', linestyle='--', label=f\"$I_D/W={id_w_value:.2e}$\")\n",
" plt.plot(selected_gm_id, id_w_value, 'ro') \n",
" plt.text(selected_gm_id + 0.2, id_w_value, f\"$I_D/W={id_w_value:.2e}$\", color='green')\n",
" plt.ylabel(r\"$I_D/W$\")\n",
" plt.xlabel(r\"$g_m/I_D$\")\n",
" plt.title(rf'$I_D/W$ vs. $g_m/I_D$ for $L = {selected_L}$')\n",
" plt.legend([f'L = {selected_L}']) \n",
" plt.show()\n",
"\n",
" return current_id_ratio\n",
"\n",
"def determine_inversion_region(gm_id_value, device_type):\n",
" \"\"\"Determine the inversion region based on gm/id value for NMOS or PMOS.\"\"\"\n",
" if device_type == 'nmos':\n",
" if gm_id_value > 20:\n",
" return \"Weak Inversion\"\n",
" elif 10 < gm_id_value <= 20:\n",
" return \"Moderate Inversion\"\n",
" else:\n",
" return \"Strong Inversion\"\n",
" elif device_type == 'pmos':\n",
" if gm_id_value > 20:\n",
" return \"Weak Inversion\"\n",
" elif 10 < gm_id_value <= 20:\n",
" return \"Moderate Inversion\"\n",
" else:\n",
" return \"Strong Inversion\"\n",
" else:\n",
" raise ValueError(\"Invalid device type. Use 'nmos' or 'pmos'.\")\n",
"\n",
"\n",
"def dB_to_linear(av_db):\n",
" return 10 ** (av_db / 20)\n",
"\n",
"def display_current(Id_value):\n",
" \"\"\"Determine the current value and its unit.\"\"\"\n",
" if Id_value < 1e-6:\n",
" return Id_value * 1e9, \"nA\" # Convert to nA\n",
" elif Id_value < 1e-3:\n",
" return Id_value * 1e6, \"μA\" # Convert to μA\n",
" else:\n",
" return Id_value * 1e3, \"mA\" # Convert to mA\n",
"\n",
"def display_resistance(ro_value):\n",
" \"\"\"Determine the resistance value and its unit.\"\"\"\n",
" if ro_value < 1e3:\n",
" return ro_value, \"Ω\"\n",
" elif ro_value < 1e6:\n",
" return ro_value / 1e3, \"kΩ\"\n",
" elif ro_value < 1e9:\n",
" return ro_value / 1e6, \"MΩ\"\n",
" else:\n",
" return ro_value / 1e9, \"GΩ\"\n",
"\n",
"\n",
"def calculate_missing_resistor(R_eq, R_known):\n",
" \"\"\"\n",
" Calculate the missing resistor value in a parallel resistor configuration.\n",
"\n",
" Parameters:\n",
" R_eq (float): The equivalent resistance (R_eq).\n",
" R_known (float): The known resistor value (R1 or R2).\n",
"\n",
" Returns:\n",
" float: The calculated missing resistor value (R2).\n",
" \"\"\"\n",
" if R_eq >= R_known:\n",
" raise ValueError(\"Equivalent resistance must be less than the known resistor.\")\n",
" \n",
" # Calculate the missing resistor value\n",
" R_missing = (R_eq * R_known) / (R_known - R_eq)\n",
" return R_missing\n",
"\n",
"\n",
"def find_length_for_gm_gds(gm_id_target, gm_gds_target):\n",
" idx = np.abs(gm_ids - gm_id_target).argmin()\n",
" gm_gds_at_id = gm_gds[:, idx] \n",
"\n",
" interpolation = interp1d(gm_gds_at_id, Ls, bounds_error=False, fill_value=\"extrapolate\")\n",
" length_result = interpolation(gm_gds_target)\n",
" return length_result\n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "0959ee84-0efd-43c4-8ad9-5dfee7f0cb05",
"metadata": {},
"outputs": [],
"source": [
"# Define design parameters\n",
"CL = 150e-15 # Load capacitance (F)\n",
"CC = 0.3 * CL # Miller compensation capacitor for approx. 65° phase margin\n",
"Av_min_db = 50 # Minimum required gain in dB\n",
"GBW = 10e6 # Gain-bandwidth product (Hz)\n",
"f_dominant = 200e3 # Dominant frequency (Hz"
]
},
{
"cell_type": "markdown",
"id": "8aee2976-4701-4da1-aed5-6d21a2386c08",
"metadata": {},
"source": [
"# Identifying Circuit equations\n",
"Amplification of the first stage is given as \n",
"\n",
"$$ Av_1 = g_{m1,2}\\cdot (r_{o1}\\vert \\vert r_{o2})$$\n",
"\n",
"we see that the transconductance in the current mirror are equal so we can write\n",
"\n",
"$$g_{m7} = g_{m8}$$\n",
"\n",
"and the first stage will then have the following poles\n",
"\n",
"$$f_{stage1:mirror} = \\frac{g_{m7,8}}{4 \\pi C_{gs7}} $$ \n",
"\n",
"$$f_{stage1:Output} = \\frac{1}{2\\pi\\cdot R_{out1}\\cdot C_C \\cdot(1+A_2)}$$\n",
"\n",
"\n",
"For the second stage the amplification is similar to the first stage now just for the output transistors\n",
"\n",
"$$Av_2 = g_{m5}\\cdot (r_{o5} \\vert \\vert r_{o6})$$\n",
"\n",
"and due to the miller compensation we see that the output transistor is diode connected, which creates a low impedance node, i.e a non dominant pole given as\n",
"\n",
"$$f_{stage2: output} = \\frac{g_{m5}}{2\\pi \\cdot C_L}$$"
]
},
{
"cell_type": "markdown",
"id": "ef8a33c9-cb48-4166-8eb4-7918db0b2c58",
"metadata": {},
"source": [
"# Designing the Output stage first"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "22401508-6f9f-4c64-b0d4-5a98f74197ba",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Output Stage Overview:\n",
"==============================\n",
"Output current: 942.48 nA\n",
"Minimum output impedance of output stage: 1.06 MΩ\n",
"==============================\n"
]
}
],
"source": [
"# Calculate gm5 and output current for M5\n",
"gm5 = GBW * 2 * np.pi * CL\n",
"gmid_5 = 10\n",
"Id_output = gm5 / gmid_5\n",
"\n",
"# Display output current\n",
"Id_display, unit_curr = display_current(Id_output)\n",
"print(\"\\nOutput Stage Overview:\")\n",
"print(\"=\" * 30)\n",
"print(f\"Output current: {Id_display:.2f} {unit_curr}\")\n",
"\n",
"# Calculate minimum output impedance for output stage\n",
"desired_gain_factor = 10\n",
"Rout2 = desired_gain_factor / gm5\n",
"print(f\"Minimum output impedance of output stage: {display_resistance(Rout2)[0]:.2f} {display_resistance(Rout2)[1]}\")\n",
"print(\"=\" * 30)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "55838e16-9288-40ee-aa42-e5716ce6077a",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"chosen_vds = 0.6 # Choose VDS for biasing\n",
"gm_ids = np.arange(3, 15.1, 0.1)\n",
"Ls = np.arange(1, 11, 1)\n",
"gm_gds = nmos_lv.look_up('GM_GDS', GM_ID=gm_ids, L=Ls, VDS=chosen_vds, VSB=0)\n",
"\n",
"gm_id_chosen = gmid_5\n",
"L_5 = 9.8\n",
"gmro_5 = nmos_lv.look_up('GM_GDS', GM_ID=gm_id_chosen, L=L_5, VDS=chosen_vds, VSB=0)\n",
"\n",
"plt.figure()\n",
"plt.plot(gm_ids, gm_gds.T)\n",
"plt.ylabel(r\"$g_m/g_{DS}$\")\n",
"plt.xlabel(r\"$g_m/I_D$\")\n",
"plt.title(f\"$g_m/g_{{DS}}$ vs. $g_m/I_D$ for $V_{{DS}}={chosen_vds}$ V\")\n",
"plt.legend(np.around(Ls, 2))\n",
"plt.scatter(gm_id_chosen, gmro_5, color='red', label=f\"Chosen Point (GM_ID={gm_id_chosen}, L={L_5}, g_m/g_DS={gmro_5:.2f})\")\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "66ced1f8-4376-4ba3-959a-24dc059e4255",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Output Impedance of M5 with chosen L and gmid: 1.16 MΩ\n",
"Output Impedance of M5 with chosen L and gmid: 1.16 MΩ\n"
]
}
],
"source": [
"# Calculate output impedance of M5 with chosen gmro\n",
"ro_5 = gmro_5 / gm5\n",
"ro_display, unit = display_resistance(ro_5)\n",
"print(f\"Output Impedance of M5 with chosen L and gmid: {ro_display:.2f} {unit}\")\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "ee83aca6-dbcb-4d44-be33-2de527f8ab86",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"chosen_vds = 1.2/2 # i Choose half vdd to bias the output propally and get maximum output swing\n",
"\n",
"# Now we plot the intrinsic gain to see if it's possible for our NMOS\n",
"gm_ids = np.arange(3, 11+0.1, 0.1)\n",
"Ls = [1.0,2.0,3.0,4.0,5.0,6.0, 7.0,8.0,9.0 ,10.0]\n",
"\n",
"# Include the VDS parameter in the look_up function\n",
"gm_gds = pmos_lv.look_up('GM_GDS', GM_ID=gm_ids, L=Ls, VDS=chosen_vds, VSB = 0)\n",
"\n",
"plt.figure()\n",
"plt.plot(gm_ids, gm_gds.T)\n",
"plt.ylabel(r\"$g_m/g_{DS}$\")\n",
"plt.xlabel(r\"$g_m/I_D$\")\n",
"plt.title(r'$g_m/g_{DS}$ vs. $g_m/I_D$ $for$ $V_{DS}=$' + str(chosen_vds) + 'V')\n",
"plt.legend(np.around(Ls, decimals=2))\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "516a01d3-bd73-4fc6-91ae-63bfa4197073",
"metadata": {},
"outputs": [
{
"ename": "NameError",
"evalue": "name 'gmro_6' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[0;32mIn[20], line 7\u001b[0m\n\u001b[1;32m 5\u001b[0m ro_6 \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m20\u001b[39m \u001b[38;5;241m*\u001b[39m Rout2 \u001b[38;5;66;03m# Output impedance of ro_6\u001b[39;00m\n\u001b[1;32m 6\u001b[0m gm_id_chosen \u001b[38;5;241m=\u001b[39m gmid_6\n\u001b[0;32m----> 7\u001b[0m gm_gds_target \u001b[38;5;241m=\u001b[39m \u001b[43mgmro_6\u001b[49m\n\u001b[1;32m 8\u001b[0m L_6 \u001b[38;5;241m=\u001b[39m find_length_for_gm_gds(gm_id_chosen, gm_gds_target)\n\u001b[1;32m 9\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mPMOS M6 Length for GM_ID=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mgm_id_chosen\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m, GM_GDS Target=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mgm_gds_target\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m: L=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mL_6\u001b[38;5;132;01m:\u001b[39;00m\u001b[38;5;124m.2f\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n",
"\u001b[0;31mNameError\u001b[0m: name 'gmro_6' is not defined"
]
}
],
"source": [
"# Set PMOS M6 length based on gm/gds target\n",
"# Parameters for PMOS M6\n",
"gmid_6 = 6 # Strong inversion for high matching and output impedance\n",
"gm6 = gmid_6 * Id_output\n",
"ro_6 = 20 * Rout2 # Output impedance of ro_6\n",
"\n",
"gm_id_chosen = gmid_6\n",
"gm_gds_target = gmro_6\n",
"L_6 = find_length_for_gm_gds(gm_id_chosen, gm_gds_target)\n",
"print(f\"PMOS M6 Length for GM_ID={gm_id_chosen}, GM_GDS Target={gm_gds_target}: L={L_6:.2f}\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "fb21b2c5-6fb9-4e7f-84f6-bc39229244de",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
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"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
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"file_extension": ".py",
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