Delta Sigma Modulator

Model a discrete delta sigma modulator based ADC

Since R2021b

• 

Libraries:
Mixed-Signal Blockset / ADC / Building Blocks

Description

Use the Delta Sigma Modulator block to model a discrete delta sigma modulator based ADC using a set of different architectures. The block supports these architectures:

• Cascade of feedback resonators.

• Cascade of feedback integrators.

• Cascade of feed-forward resonators.

• Cascade of feed-forward integrators.

You can model an ADC of orders from two to six. The block also allows you to design cascaded structures such as MASH (multi-stage noise shaping) and S-MASH (sturdy MASH). You can also model circuit based noise. You can plot the noise transfer function (NTF), signal transfer function (STF), and predict the signal-to-noise ratio (SNR).

Ports

Input

input — Analog input signal

scalar

Analog input signal, specified as a scalar.

Data Types: double

reset — Reset Delta Sigma Modulator

scalar

Reset signal for Delta Sigma Modulator block, specified as a scalar.

Data Types: double

feedback — Output from next stage fed back for noise shaping

scalar

Output from the next stage for a multi-stage DSM, fed back for noise shaping. If there is no feedback from next stage, connect this port to the ground.

This port allows you to build cascade DSM structures such as SMASH (sturdy multi-stage noise shaping).

Data Types: double

Output

dsmOut — Digital output signal

scalar

Digital output signal, returned as a scalar.

Data Types: fixed point | single | double | int8 | int16 | int32 | uint8 | uint16 | uint32 | Boolean

filterOut — Output of loop filter

scalar

The output of the loop filter inside the delta sigma modulator, returned as a scalar.

Data Types: fixed point | single | double | int8 | int16 | int32 | uint8 | uint16 | uint32 | Boolean

quantOut — Output of quantizer

scalar

The output of the quantizer inside the delta sigma modulator, returned as a scalar. If the port is not used, connect it to a terminator.

If the feedback port is not used, quantOut and dsmOut ports have the same values.

This port allows you to build cascade DSM structures such as MASH (multi-stage noise shaping) and SMASH (sturdy-MASH).

Data Types: fixed point | single | double | int8 | int16 | int32 | uint8 | uint16 | uint32 | Boolean

Parameters

Delta Sigma Modulator architecture — Architecture of delta sigma modulator

CIFB (default) | CRFB | CIFF | CRFF

Architecture of the delta sigma modulator, specified as:

• CIFB — cascade of feedback integrators.

• CRFB — cascade of feedback resonators.

• CIFF — cascade of feed-forward integrators.

• CRFF — cascade of feed-forward resonators.

Programmatic Use

Block parameter: dsmArchitecture

Type: character vector

Values: CIFB | CRFB | CIFF | CRFF

Default: CIFB

Delta Sigma Modulator order — Order of delta sigma modulator

2nd order (default) | 3rd order | 4th order | 5th order | 6th order

Order of delta sigma modulator. You can choose between orders two to six.

Programmatic Use

Block parameter: dsmOrder

Type: character vector

Values: 2nd order | 3rd order | 4th order | 5th order | 6th order

Default: 2nd order

Input Parameters

System bandwidth (Hz) — Bandwidth of delta sigma modulator system

1000 (default) | nonnegative real scalar

Bandwidth of the delta sigma modulator system, specified as a nonnegative real scalar.

Programmatic Use

Block parameter: BandWidth

Type: character vector

Values: nonnegative real scalar

Default: 1000

OSR — Ratio of delta sigma modulator sampling rate to Nyquist rate

64 (default) | nonnegative real scalar

Ratio of the delta sigma modulator sampling rate to the Nyquist rate, defined as a nonnegative real scalar. A high oversampling ratio results in a relaxed anti-aliasing filter and reduced in-band quantization noise.

Programmatic Use

Block parameter: OSR

Type: character vector

Values: nonnegative real scalar

Default: 64

Sampling frequency (Hz) — Sampling frequency of delta sigma modulator

128e3 (default) | positive real scalar

Sampling frequency of the delta sigma modulator. This read-only parameter is calculated from the System bandwidth and OSR.

Programmatic Use

Block parameter: SamplingFrequency

Type: character vector

Values: positive real scalar

Default: 128e3

Quantizer levels — Number of quantizer levels in delta sigma modulator

2 (default) | positive real integer

Number of quantizer levels in delta sigma modulator, specified as a positive real integer.

Programmatic Use

Block parameter: NumberLevels

Type: character vector

Values: positive real scalar

Default: 2

Quantizer output — Range of quantizer output

[-1;1] (default) | real valued vector

Range of the quantizer output in the delta sigma modulator architecture, returned as a vector with real elements. this parameter is read-only.

Programmatic Use

Block parameter: QuantizerOutput

Type: character vector

Values: real valued vector

Default: [-1;1]

Enable dynamic range scaling — Enable dynamic range scaling of coefficients

off (default) | on

Enable dynamic range scaling of coefficients. This prevents premature saturation of internal states.

Dependencies

When this parameter is enabled, Use custom coefficient values option is deselected.

Use custom coefficient values — Use custom values for coefficients 'a', 'g', 'b', and 'c'

off (default) | on

Use custom values for coefficients 'a', 'g', 'b', and 'c'.

Dependencies

When this parameter is enabled, Enable dynamic range scaling option is deselected.

Coefficient 'a' — Feedback/feed-forward coefficients from/to the quantizer

[0.1601 0.6515] (default) | real valued vector

Feedback coefficients from the quantizer or feed-forward coefficients to the quantizer, specified as a vector with real elements.

Dependencies

To enable this parameter, select the Use custom coefficient values option.

Programmatic Use

Block parameter: a

Type: character vector

Values: real valued vector

Default: [0.1601 0.6515]

Coefficient 'g' — Resonator coefficients

[0.0000] (default) | real valued vector

Resonator coefficients, specified as a vector with real elements.

Dependencies

To enable this parameter, select the Use custom coefficient values option.

Programmatic Use

Block parameter: g

Type: character vector

Values: real valued vector

Default: [0.0000]

Coefficient 'b' — Feed-in coefficients from the modulator input to each integrator

[0.1601 0.6515 1.0000] (default) | real valued vector

Feed-in coefficients from the modulator input to each integrator, specified as a vector with real elements.

Dependencies

To enable this parameter, select the Use custom coefficient values option.

Programmatic Use

Block parameter: b

Type: character vector

Values: real valued vector

Default: [0.1601 0.6515 1.0000]

Coefficient 'c' — Integrator inter-stage coefficients

[1.0000 1.0000] (default) | real valued vector

Integrator inter-stage coefficients, specified as a vector with real elements.

Dependencies

To enable this parameter, select the Use custom coefficient values option.

Programmatic Use

Block parameter: c

Type: character vector

Values: real valued vector

Default: [1.0000 1.0000]

Impairment

Integrator opamp gain — Open loop gain of op-amp used in analysis

Inf (default) | positive real scalar

Open loop gain of the internal op-amp used in analysis of the NTF, specified as a positive real scalar. Ideal NTF assumes that the op-amp gain is infinite.

Programmatic Use

Block parameter: OLgain

Type: character vector

Values: positive real scalar

Default: Inf

Enable Noise Impairment — Enable noise calculations in delta sigma modulator ADC

off (default) | on

Enable noise calculations in the delta sigma modulator ADC.

Thermal noise value — Thermal noise density value

200e-6 (default) | real scalar

Thermal noise density value, specified in units of V_rms or dB/Hz.

When thermal noise is specified in units of V_rms, it must be a nonnegative real scalar.

Programmatic Use

Block parameter: thermalNoiseValue

Type: character vector

Values: real scalar

Default: 0.125

Reference resistance (ohm) — Reference resistance for power calculation

50 (default) | positive real scalar

Reference noise used for power calculations, specified as a positive real scalar in ohms.

Programmatic Use

Block parameter: refResistance

Type: character vector

Values: positive real scalar

Default: 50

1/f corner frequency (Hz) — Corner frequency for flicker noise

1000 (default) | positive real scalar

Corner frequency for flicker (1/f) noise, specified as a positive real scalar in Hz. At this frequency, the 1/f noise approximately equals to the thermal noise.

Programmatic Use

Block parameter: fcorner

Type: character vector

Values: positive real scalar

Default: 1000

Advanced

NTF zeros opitimization flag — Define how zeros in NTF are optimized

2 (default) | 0 | 1

Define how the zeros in the NTF are optimized:

• 0 — not optimized.

• 1 — optimized.

• 2 — optimized with at least one zero at the center of the band.

Programmatic Use

Block parameter: ntfOptim

Type: character vector

Values: 0 | 1 | 2

Default: 2

Modulator passband — Type of modulator passband

Lowpass (default) | Bandpass

Type of passband of the delta sigma modulator.

Programmatic Use

Block parameter: passbandType

Type: character vector

Values: Lowpass | Bandpass

Default: Lowpass

Center frequency — Center frequency of modulator

0 (default) | scalar in the range [0 0.5]

Center frequency of the modulator, specified as a scalar in the range [0 0.5]. For a lowpass filter, the center frequency is zero.

Dependencies

To enable this parameter, set the Modulator passband option to Bandpass.

Programmatic Use

Block parameter: centerFrequency

Type: character vector

Values: scalar in the range [0 0.5]

Default: 0

Use custom value of H_inf — Use custom value of H_inf

off (default) | on

Select to use custom values of H_inf. By default, this option is deselected.

Maximum out-of-band H_inf — Maximum out-of-band gain of noise transfer function

1.4 (default) | positive real scalar

Maximum out-of-band gain of the noise transfer function (NTF).

Lee’s rule states that H_inf < 2 should yield a stable modulator with a binary quantizer. Reducing H_inf increases the likelihood of success, but reduces the magnitude of the attenuation provided by the NTF and thus the theoretical resolution of the modulator.

Dependencies

To enable this parameter, select the Use custom value of H_inf option.

Programmatic Use

Block parameter: Hinf

Type: character vector

Values: positive real scalar

Default: 1.4

Note

You need license to Control System Toolbox™ to use the parameters in the Advanced tab.

Analysis

Noise transfer function (NTF) — Plot NTF

on (default) | off

Select to plot the noise transfer function (NTF) when you generate analyzed plots.

NTF pole-zero plot — Visualize pole and zero locations of NTF

off (default) | on

Select to visualize the locations of the poles and zeros of the NTF when you generate analyzed plots.

Signal transfer function (STF) — Plot STF

(default) |

Select to plot the signal transfer function (STF) when you generate analyzed plots.

Predict SNR — Predict SNR for binary modulators

off (default) | on

Select to predict the signal-to-noise ratio (SNR) for binary modulators.

If the Quantizer levels is set to any other value than 2, this option is disabled.

Append plots — Append plots to current figure

off (default) | on

Select to append new analysis plots to current figure.

Generate analysis plots — Plot selected analysis functions

button

Plot the selected analysis functions: NTF, STF, NTF pole zero plot, and predicted SNR.

Export analysis data to workspace — Export analyzed data to base workspace

off (default) | on

Select to export the analyzed data to base workspace as a structure. The structure contains the NTF, STF, maximum SNR, and maximum stable amplitude (MSA).

To export the data, click the Generate analysis plots button.

Note

You need license to Control System Toolbox to use the parameters in the Analysis tab.

Note

The analysis results only include the effects of finite op-amp gain defined in the Integrator opamp gain parameter. The effects of thermal noise are ignored.

More About

NTF

The noise transfer function is calculated by:

$$NTF=\frac{1}{1+L_1}$$

where:

• L₁ = feedback path of the internal loop filter inside the DSM.

Ideal NTF assumes an infinite gain of the internal op-amp. If the gain is finite, NTF is affected.

STF

The signal transfer function is calculated by:

where:

• L₀ = feed forward path of the internal loop filter inside the DSM.

• L₁ = feedback path of the internal loop filter inside the DSM.

Version History

Introduced in R2021b

R2024a: Plot NTF and STF

Plot noise transfer function (NTF), signal transfer function (STF), and predicted SNR for binary modulators.

R2023b: Generate Coefficients based on Over-Sampling Ratio and Bandwidth

Use dynamic range-scaling specifications to generate the delta-sigma modulator coefficients a, g, b, and c for use in transistor-level designs.