101 Decimation Filter for Incremental and Regular Delta-Sigma Modulators

101 : Decimation Filter for Incremental and Regular Delta-Sigma Modulators

Design render
  • Author: Andrea Murillo Martinez & Jaeden Chang
  • Description: Decimation filter that efficiently reduces oversampled data from incremental and regular delta-sigma modulators, while preserving signal accuaracy.
  • GitHub repository
  • Clock: 50000000 Hz

Overview

The decimation filter efficiently reduces the sample frequency of Incremental and Regular Delta-Sigma Modulators (DSMs) by a factor of 16. This process minimizes high-frequency noise and downsamples data, supporting effective and accurate signal processing of oversampled ADC outputs.

Specifications

  • Inputs: 3 total
    • Input 1 (1 bit): ADC data input
    • Input 2 (1 bit): Decimation mode selection (0 = Incremental DSM, 1 = Regular DSM)
    • Input 3 (1 bit): Global reset
  • Output: 16 bits total
    • Most Significant 8 bits (MSBs): Routed to dedicated output pins
    • Least Significant 8 bits (LSBs): Routed to general-purpose IO pins
  • Clock Frequency: 50 MHz (standard operation)

Mode Selection

The decimation mode can be configured based on the DSM type:

  • Incremental DSM: Set Input 2 to low.
  • Regular DSM: Set Input 2 to high.

How It Works

  1. Noise Reduction and Downsampling: The decimation filter reduces high-frequency quantization noise from DSM oversampling, delivering a downsampled output with preserved signal quality.
  2. Adaptive Output Rate:
    • Incremental DSM (Input 2 Low): The output updates after accumulating 16 input samples.
    • Regular DSM (Input 2 High): The output updates based on an internal timing controlled by the reset signal.
  3. Output Simplification: The filter converts a high data rate from the oversampled ADC into a manageable downsampled rate, optimizing data processing.

Operation

The decimation filter requires an initialization pulse on the global reset input upon start-up.

  1. Incremental DSM Mode (Input 2 Low):

    • Use the ADC’s oversampling frequency as the input clock for the filter.
    • Set the main reset signal to match the desired decimation rate.
    • For example, with a 50 MHz ADC frequency, setting the reset signal to 25 MHz achieves a decimation factor of 2.
  2. Regular DSM Mode (Input 2 High):

    • The default decimation factor is set to 16.
    • For customized decimation factors, follow the configuration steps in Incremental DSM mode.

Testing Procedure

  1. Hardware Setup:
    • Connect a 1-bit ADC output to Input 1.
    • Set Input 2 to low for Incremental DSM or high for Regular DSM.
  2. Verification:
    • Incremental DSM: Set Input 2 low, connect a clock to the reset input, and observe decimated output changes.
    • Regular DSM: Set Input 2 high, then observe the decimated output, which updates at a rate of 16 samples.

Output Configuration

The decimation filter’s 16-bit output is divided as follows:

  • Most Significant 8 Bits (MSBs): Directed to dedicated output pins.
  • Least Significant 8 Bits (LSBs): Directed to general-purpose IO pins.

Compatibility

This filter is compatible with 1-bit output ADCs, either Incremental or Regular Delta-Sigma Modulator (DSM) types.

IO

#InputOutputBidirectional
0Xdecimation_output[8]decimation_output[0]
1type_decdecimation_output[9]decimation_output[1]
2global_resetdecimation_output[10]decimation_output[2]
3decimation_output[11]decimation_output[3]
4decimation_output[12]decimation_output[4]
5decimation_output[13]decimation_output[5]
6decimation_output[14]decimation_output[6]
7decimation_output[15]decimation_output[7]

Chip location

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tt_um_wokwi_414120569974735873 (Full Adder) tt_um_wokwi_414120295047458817 (NAND-Equ) tt_um_wokwi_414120388391730177 (adder-tt09) tt_um_wokwi_414120414884012033 (Ripple counter) tt_um_wokwi_414120509472942081 (rand) tt_um_wokwi_414121555407659009 (rhTinyTapeout) tt_um_wokwi_414120432405727233 (chip) tt_um_wokwi_414122362169493505 (NAND Flip-Flop) tt_um_shifter (Shifter) tt_um_wokwi_414124428088683521 (seven) tt_um_wokwi_414120513895838721 (gatesoup) tt_um_wokwi_414120303651028993 (Tiny Tapeout 9 Template Version 1 Tata Luka) tt_um_wokwi_414122607025630209 (UART TX) tt_um_wokwi_414120368966850561 (my First WokWi Design) tt_um_wokwi_414120299211357185 (Tiny Tapeout 9) tt_um_schoeberl_test (tinydsp-lol) tt_um_anislam (Leaky integrate and fire spiking neural network) tt_um_wokwi_414126546375915521 (2-bit Full Adder) tt_um_wokwi_414174625969437697 (Name Speller) tt_um_wokwi_414127944900611073 (gta6) tt_um_ericsmi_mips (mips.sv) tt_um_systolicLif (Basic model for Systollic array implementation of LIF) tt_um_algofoogle_tt09_ring_osc2 (Verilog ring oscillator V2) tt_um_dff_mem (dff_mem) tt_um_nomuwill (16 Bit Izhikevich Neuron) tt_um_digital_clock_example (7-Segment Digital Desk Clock) tt_um_udxs (Basic Perceptron + ReLU) tt_um_matrix_mult (Basic Matrix-Vector Multiplication) tt_um_db_MAC (8 bit MAC Unit) tt_um_anas_7193 (Programmable PWM Generator) tt_um_flyingfish800 (Verilog test project) tt_um_project (Basic LIF Neuron) tt_um_lifn (Integrate-and-Fire Neuron Circuit) tt_um_wokwi_413921836641882113 (ovl abc chip) tt_um_mickey_pll (pll) tt_um_rejunity_e2m0_x_i8_matmul (E2M0 x INT8 Systolic Array) tt_um_michaelmcculloch_alu (Michaels Tiny Tapeout ALU) tt_um_dog_BILBO (8-bit CBILBO) tt_um_stochastic_integrator_tt9_CL123abc (Stochastic Integrator) tt_um_vga_clock (VGA clock) tt_um_z2a_rgb_mixer (RGB Mixer demo) tt_um_samkho_two_channel_square_wave_generator (TwoChannelSquareWaveGenerator) tt_um_mattvenn_r2r_dac_3v3 (Analog 8 bit 3.3v R2R DAC) tt_um_b_10_array_multiplier (Lab B Group 10 Array Multiplier) tt_um_urish_giant_ringosc (Giant Ring Oscillator (3853 inverters)) tt_um_htfab_caterpillar (Simon's Caterpillar) tt_um_anders_tt_6502 (tt6502) tt_um_wokwi_414123795172381697 (TinySnake) tt_um_oscillating_bones (Oscillating Bones) tt_um_r2r_dac (4-bit R2R DAC) tt_um_tinytinfoil_saradc_dac (Noise test for a CDAC capacitor chain) tt_um_purdue_socet_uart (SoCET UART) tt_um_rejunity_sn76489 (Classic 8-bit era Programmable Sound Generator SN76489) tt_um_rejunity_ay8913 (Classic 8-bit era Programmable Sound Generator AY-3-8913) tt_um_tommythorn_cgates (Cgates) tt_um_09eksdee (eksdee) tt_um_13hihi31_tdc (Time to Digital Converter) tt_um_rejunity_decoder (ternary, E1M0, E2M0 decoders) tt_um_analog_example (Digital OTA) tt_um_kailinsley (Dynamic Threshold Leaky Integrate-and-Fire) tt_um_C6_array_multiplier (tt09-C6-array-multiplier) tt_um_rejunity_vga_test01 (VGA Drop (audio/visual demo)) tt_um_wallento_4bit_toycpu (4-Bit Toy CPU) tt_um_warp (Warp) tt_um_algofoogle_tt09_ring_osc3 (Verilog ring oscillator V3) tt_um_kev_ma_matmult222 (2-bit 2x2 Matrix Multiplier) tt_um_wokwi_414041465275103233 (SK Test Workshop) tt_um_rejunity_vga_logo (VGA Tiny Logo (1 tile)) tt_um_toivoh_demo (Sequential Shadows [TT08 demo competition]) tt_um_liaf (A simple leaky integrate and fire neuron) tt_um_wokwi_413879612498222081 (Clocked Display) tt_um_wokwi_413919625901452289 (Encoder) tt_um_wokwi_413919442353385473 (Encoder) tt_um_wokwi_413919540668975105 (First Tapeout Chip - OCR) tt_um_wokwi_413918022277139457 (Half Adder) tt_um_wokwi_414120435095328769 (Kai's Death Adder) tt_um_wokwi_413919775044656129 (Kevin Project) tt_um_lif_network_MR (Leaky Neuron Network) tt_um_lsnn_hschweig (Neuromorphic Hardware for SNN LSTM) tt_um_wokwi_413387065963362305 (Project) tt_um_Nishanth_RISCV (RISCV Processor Design) tt_um_wokwi_413883347321632769 (Test_project) tt_um_KoushikCSN_RISCV (RISCV Processor Design) tt_um_wokwi_414120868401584129 (Tian TT9) tt_um_wokwi_414120391864616961 (Tiniest of tapeouts) tt_um_wokwi_414120458938907649 (Who knows what's happening Tiny Tapeout) tt_um_wokwi_413919833599252481 (YoshiTP) tt_um_wokwi_414118269335820289 (chip_fab) tt_um_wokwi_414121281003682817 (dummy) tt_um_wokwi_414124471705253889 (sarah's first chip) tt_um_ccu_goatgate (tiny cipher 4 bit key) tt_um_wokwi_414120526876163073 (2 input multiplexor) tt_um_lif_ZB (Tutorial: Simple LIF Neuron) Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available