M-FSK Demodulator Baseband

Demodulate FSK-modulated data

Libraries:
Communications Toolbox / Modulation / Digital Baseband Modulation / FM

Description

The M-FSK Demodulator Baseband block demodulates a signal that was modulated using the M-ary frequency shift keying (M-FSK) method. The input and output are discrete-time signals.

Examples

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FSK Modulation in AWGN

This example uses:

Open Model

Pass a 2-FSK-modulated signal through an additive white Gaussian noise (AWGN) channel. Demodulate the received signal and calculate the symbol error rate (SER).

The cm_2fsk_mod_demod model 2-FSK-modulates a random binary signal, applies AWGN, and then 2-FSK-demodulates the signal. An Error Rate Calculation block computes the SER. In the Error Rate Calculation block, a setting of 1 for the Receive delay parameter accounts for a 1 sample delay.

model = 'cm_2fsk_mod_demod';
open_system(model);
chan = [model,'/AWGN Channel'];

Display the computed SER with Es/N0 set to 10. A Scope (Simulink) block plots the time domain input and demodulated signals, and a signal that indicates when the two signals are not equal.

set_param(chan,'esno','10');
sim(model);
fprintf('With EsN0 set to 10, SER = %7.6f\n',ErrorVec(1));

With EsN0 set to 10, SER = 0.004889

M-FSK-Modulate and -Demodulate Integer and Binary Values in Simulink

This example uses:

Open Model

M-FSK-modulate and -demodulate input integer and binary data. Each integer or group of log2(M) bits corresponds to one symbol, where M represents the M-ary number parameter value. Compute the expected signal lengths for the input and output signals. Display the expected and resulting lengths for the input and output signals.

The cm_fsk_mod_demod_bin_int model has two parallel processing paths that modulate and demodulate the input data.

The modulator and demodulator pairs are configured for 8-ary modulation order, 100 Hz frequency separation, 21 samples per frame, and 10 samples per symbol. The model initializes the variables that configure the block parameters by using the PreLoadFcn callback function. For more information, see Model Callbacks (Simulink).

The upper path modulates data by using an 8-FSK Modulator block configured to accept integer data, and then demodulates the data and outputs binary and integer data from separate 8-FSK Demodulator blocks.

The lower path modulates data by using an 8-FSK Modulator block configured to accept binary data, and also demodulates the data and outputs binary and integer data from separate 8-FSK Demodulator blocks.

Run the model and compute the expected and resulting input and output signal lengths. Display the signal lengths to confirm that the results match the expected lengths.

Display the expected input and output lengths for a binary input signal.

Nbit  Nsym  Nbout  Niout 
 693   2310   693   231

Display the resulting input and output lengths for a binary input signal.

 bit   sym   bout   iout
 693   2310   693   231

Display the expected input and output lengths for an integer input signal.

Nint  Nsym  Nibout  Niiout 
 231   2310   693   231

Display the resulting input and output lengths for an integer input signal.

 bit   sym   bout   iout
 231   2310   693   231

Ports

Input

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In — Input signal
scalar

Input signal, specified as a scalar. The input is a baseband representation of the modulated signal.

This port is unnamed on the block.

Data Types: double

Output

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Out — Demodulated output signal
scalar | column vector

Demodulated output signal, returned as a scalar or column vector. For more information, see Single-Rate Processing and Multirate Processing. The Output type parameter specifies whether the block outputs integers or groups of bits.

This port is unnamed on the block.

Parameters

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To edit block parameters interactively, use the Property Inspector. From the Simulink^® Toolstrip, on the Simulation tab, in the Prepare gallery, select Property Inspector.

M-ary number — Number of frequencies in modulated signal
`8` (default) | positive integer ≥ 2

Number of frequencies in the modulated signal, specified as a positive integer ≥ 2.

Output type — Integer or group of bits output indicator
`Integer` (default) | `Bit`

Indicates whether the block outputs integers or groups of bits, specified as Integer or Bit.

If you set this parameter to Bit, then the M-ary number parameter must be 2^K for some positive integer K.

Symbol set ordering — Symbol mapping
`Binary` (default) | `Gray`

Symbol mapping of output symbols, specified as Binary or Gray.

Set this parameter to Binary to map symbols using binary-coded ordering.
Set this parameter to Gray to map symbols using Gray-coded ordering. For Gray-coded ordering, the M-ary number value must be a power of two.

For more information, see Integer-Valued Signals and Binary-Valued Signals.

Frequency separation (Hz) — Frequency separation in Hz
`6` (default) | positive scalar

Frequency separation in Hz, specified as a positive scalar representing the distance between successive frequencies in the modulated signal.

Samples per symbol — Symbol sampling rate
`17` (default) | positive integer

Symbol sampling rate, specified as a positive integer indicating the number of input samples that represent each modulated symbol.

For more information, see Signal Upsampling and Rate Changes.

Rate options — Block processing rate
`Enforce single-rate processing` (default) | `Allow multirate processing`

Block processing rate, specified as one of these options:

Enforce single-rate processing — The input and output signals have the same port sample time. The block implements the rate change by making a size change at the output when compared to the input. The output width is the number of symbols (which is given by dividing the input length by the Samples per symbol parameter value when the Output type parameter is set to Integer).
Allow multirate processing — The input and output signals have different port sample times. The output period is the same as the symbol period and equals the product of the input period and the Samples per symbol parameter value.

Output data type — Output data type
`double` (default) | `boolean` | `int8` | `uint8` | `int16` | `uint16` | `int32` | `uint32`

Output data type, specified as double, boolean, int8, uint8, int16, uint16, int32, or uint32.

Block Characteristics

Data Types	`Boolean` \| `double` \| `integer` \| `single`
Multidimensional Signals	`no`
Variable-Size Signals	`no`

More About

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Integer-Valued Signals and Binary-Valued Signals

When you set the Output type parameter to Integer, the block outputs integer values in the range [0, (M – 1)]. M represents the M-ary number parameter value.

When you set the Output type parameter to Bit, the block outputs binary-valued signals that represent integers. The block represents each integer using a group of K = log₂(M) bits, where K represents the number of bits per symbol. The output vector length must be an integer multiple of K.

The Symbol set ordering parameter indicates how the block maps a symbol to a group of K output bits. When you set the parameter to Binary, the block maps the integer, I, to [u(1) u(2) … u(K)] bits, where the individual u(i) are given by

$I = \sum_{i = 1}^{K} u (i) 2^{K - i}$

u(1) is the most significant bit.

For example, if the modulation order, M, to 8, you set Symbol set ordering to Binary, and the demodulated integer symbol value is 6, then the binary output word is [1 1 0].

When you set Symbol set ordering to Gray, the block assigns bit outputs from points of a predefined Gray-coded signal constellation. The predefined M-ary Gray-coded signal constellation assigns the bit representation in the Pth row of bit matrix b to the Pth integer, where the left-most bit is the most significant bit (MSB). This code sample defines a Gray-coded bit array for M = 8.

M = 8;
P = [0:M-1]';
K = log2(M); % Number of bits per symbol
b = int2bit(bitxor(P,floor(P/2)),K);
b = reshape(b,[],M)';

As an example, this table shows how the block maps binary and Gray coded bit symbols to integers for M = 8.

Symbol Mapping for Binary and Gray Codes

Binary Code		Gray Code
Bit	Integer	Bit	Integer
000	0	000	0
001	1	001	1
010	2	011	3
011	3	010	2
100	4	110	6
101	5	111	7
110	6	101	5
111	7	100	4

Whether the output is an integer or a binary representation of an integer, the block maps the highest frequency to the integer 0 and maps the lowest frequency to the integer (M – 1). M is the M-ary number parameter value. In baseband simulation, the lowest frequency is the negative frequency with the largest absolute value.

Single-Rate Processing

In single-rate processing mode, the input and output signals have the same port sample time. The block implicitly implements the rate change by making a size change at the output when compared to the input. The input width must be an integer multiple of the Samples per symbol parameter value, and the input can be a column vector.

When you set Output type to Bit, the output width is K times the number of input symbols and the M-ary number value must be a power of two.
When you set Output type to Integer, the output width is the number of input symbols.

Multirate Processing

In multirate processing mode, the input and output signals have different port sample times. The input must be a scalar. The output symbol time is the product of the input sample time and the Samples per symbol parameter value.

When you set Output type to Bit, the output width equals the number of bits per symbol and the M-ary number value must be a power of two.
When you set Output type to Integer, the output is a scalar.

To run the M-FSK Demodulator block in multirate mode, clear the Treat each discrete rate as a separate task checkbox (in Simulation > Configuration Parameters > Solver).

Tips

The M-FSK Demodulator Baseband block implements a noncoherent energy detector. To obtain the same BER performance as that of coherent FSK demodulation, use the CPFSK Demodulator Baseband block.

Algorithms

Demodulation of M-FSK-modulated signals is performed by using noncoherent detection, which configures an energy detector that does not exploit phase measurements. The demodulator knows that M possible waveforms were transmitted and must decide which is received during each time duration T.

As described in Sklar [1], the general analytical expression for M-FSK modulation is

$s_{i} (t) = \sqrt{\frac{2 E}{T} \cos (ω_{i} t + ϕ)} \begin{matrix} \begin{matrix} 0 \leq t \leq T \\ i =1, ..., M \end{matrix} \end{matrix}$

E is the symbol energy.
T is the symbol time duration.
ω_i is the frequency term that has M discrete values.
M is the modulation order and specifies the number of waveforms.
ϕ is the phase offset.

The noncoherent energy detector of the M-FSK demodulator selects decision regions for each ω_i waveform based on which decision region yields the maximum output.

For more details, see the Noncoherent Detection of FSK section in Sklar, [1].

References

[1] Sklar, Bernard. Digital Communications: Fundamentals and Applications. 2nd ed. Upper Saddle River, NJ: Prentice-Hall PTR, 2001.

M-FSK Demodulator Baseband

Description

Examples

FSK Modulation in AWGN

M-FSK-Modulate and -Demodulate Integer and Binary Values in Simulink

Ports

Input

In — Input signal
scalar

Output

Out — Demodulated output signal
scalar | column vector

Parameters

M-ary number — Number of frequencies in modulated signal
`8` (default) | positive integer ≥ 2

Output type — Integer or group of bits output indicator
`Integer` (default) | `Bit`

Symbol set ordering — Symbol mapping
`Binary` (default) | `Gray`

Frequency separation (Hz) — Frequency separation in Hz
`6` (default) | positive scalar

Samples per symbol — Symbol sampling rate
`17` (default) | positive integer

Rate options — Block processing rate
`Enforce single-rate processing` (default) | `Allow multirate processing`

Output data type — Output data type
`double` (default) | `boolean` | `int8` | `uint8` | `int16` | `uint16` | `int32` | `uint32`

Block Characteristics

More About

Integer-Valued Signals and Binary-Valued Signals

Single-Rate Processing

Multirate Processing

Tips

Algorithms

References

Extended Capabilities

C/C++ Code Generation
Generate C and C++ code using Simulink® Coder™.

Version History

See Also

Blocks

Objects

Functions

Topics

M-FSK Demodulator Baseband

Description

Examples

FSK Modulation in AWGN

M-FSK-Modulate and -Demodulate Integer and Binary Values in Simulink

Ports

Input

In — Input signal scalar

Output

Out — Demodulated output signal scalar | column vector

Parameters

M-ary number — Number of frequencies in modulated signal 8 (default) | positive integer ≥ 2

Output type — Integer or group of bits output indicator Integer (default) | Bit

Symbol set ordering — Symbol mapping Binary (default) | Gray

Frequency separation (Hz) — Frequency separation in Hz 6 (default) | positive scalar

Samples per symbol — Symbol sampling rate 17 (default) | positive integer

Rate options — Block processing rate Enforce single-rate processing (default) | Allow multirate processing

Output data type — Output data type double (default) | boolean | int8 | uint8 | int16 | uint16 | int32 | uint32

Block Characteristics

More About

Integer-Valued Signals and Binary-Valued Signals

Single-Rate Processing

Multirate Processing

Tips

Algorithms

References

Extended Capabilities

C/C++ Code Generation Generate C and C++ code using Simulink® Coder™.

Version History

See Also

Blocks

Objects

Functions

Topics

In — Input signal
scalar

Out — Demodulated output signal
scalar | column vector

M-ary number — Number of frequencies in modulated signal
`8` (default) | positive integer ≥ 2

Output type — Integer or group of bits output indicator
`Integer` (default) | `Bit`

Symbol set ordering — Symbol mapping
`Binary` (default) | `Gray`

Frequency separation (Hz) — Frequency separation in Hz
`6` (default) | positive scalar

Samples per symbol — Symbol sampling rate
`17` (default) | positive integer

Rate options — Block processing rate
`Enforce single-rate processing` (default) | `Allow multirate processing`

Output data type — Output data type
`double` (default) | `boolean` | `int8` | `uint8` | `int16` | `uint16` | `int32` | `uint32`

C/C++ Code Generation
Generate C and C++ code using Simulink® Coder™.