Modulate using OFDM method - MATLAB- MathWorks América Latina (2024)

Modulate using OFDM method

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Description

The comm.OFDMModulator System object™ modulates a frequency domain signal by using the orthogonal frequency division multiplexing (OFDM) method. For more information, see Orthogonal Frequency Division Multiplexing. The output is a baseband representation of the OFDM-modulated signal.

To modulate a signal using OFDM:

Create the comm.OFDMModulator object and set its properties.
Call the object with arguments, as if it were a function.

To learn more about how System objects work, see What Are System Objects?

Creation

Syntax

ofdmMod = comm.OFDMModulator

ofdmMod = comm.OFDMModulator(Name=Value)

ofdmMod = comm.OFDMModulator(ofdmDemod)

Description

example

ofdmMod = comm.OFDMModulator creates an OFDM modulator System object.

example

ofdmMod = comm.OFDMModulator(Name=Value) specifies Properties using one or more name-value arguments. For example, comm.OFDMModulator(NumSymbols=8) specifies eight OFDM symbols in the time-frequency grid.

example

ofdmMod = comm.OFDMModulator(ofdmDemod) sets the OFDM modulator object properties based on the specified comm.OFDMDemodulator object.

Properties

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Unless otherwise indicated, properties are nontunable, which means you cannot change their values after calling the object. Objects lock when you call them, and the release function unlocks them.

If a property is tunable, you can change its value at any time.

For more information on changing property values, see System Design in MATLAB Using System Objects.

`FFTLength` — Number of FFT points
`64` (default) | positive integer

Number of FFT points, specified as a positive, integer scalar. The length of the FFT must be greater than or equal to 8 and is equivalent to the number of subcarriers.

`NumGuardBandCarriers` — Number of subcarriers allocated to left and right guard bands
`[6; 5]` (default) | 2-by-1 integer vector

Number of subcarriers allocated to the left and right guard bands, specified as a 2-by-1 integer vector. The number of left and right guard-band subcarriers, [N_leftG; N_rightG], must fall within [0,⌊N_FFT / 2 ⌋ − 1], where N_FFT is the total number of subcarriers in the OFDM signal specified by FFTLength. For more information, see Subcarrier Allocation, Guard Bands, and Guard Intervals.

`InsertDCNull` — Option to insert null DC subcarrier
`false` or `0` (default) | `true` or `1`

Option to insert a null DC subcarrier, specified as a numeric or logical 0 (false) or 1 (true). When inserted, the null DC subcarrier is at the center of the frequency band and has the index value:

(N_FFT / 2) + 1 when N_FFT is even.
(N_FFT + 1) / 2 when N_FFT is odd.

N_FFT is the total number of subcarriers in the OFDM signal specified by FFTLength.

`PilotInputPort` — Option to input pilot subcarriers
`false` or `0` (default) | `true` or `1`

Option to input pilot subcarriers, specified as a numeric or logical 0 (false) or 1 (true). When you set this property to:

false — The input data, X, may include embedded pilot information but the object does not assign pilot subcarrier indices.
true — The object assigns subcarriers specified by PilotCarrierIndices for pilot modulation of the signal at the pilot input argument.

`PilotCarrierIndices` — Indices of pilot subcarrier locations
`[12; 26; 40; 54]` (default) | column vector | matrix | 3D array

Indices of the pilot subcarrier locations, specified as a column vector, matrix, or 3D array with integer-element values in the range

$[N_{leftG} + 1, N_{FFT} / 2] \cup [N_{FFT} / 2 + 2, N_{FFT} - N_{rightG}],$

where N_FFT is the total number of subcarriers specified by FFTLength, and N_leftG and N_rightG are the left and right guard bands specified by NumGuardBandCarriers.

You can assign the N_Pilot pilot carrier indices to the same or different N_Sym subcarriers for each symbol, and across N_T transmit antennas.

When the pilot indices are the same for every symbol and transmit antenna, the property has dimensions of N_Pilot-by-1.
When the pilot indices vary across symbols, the property has dimensions of N_Pilot-by-N_Sym.
If the pilot input has only one symbol but the object configuration assigns multiple transmit antennas, the property has dimensions of N_Pilot-by-1-by-N_T.
If the indices vary across the number of symbols and transmit antennas, the property has dimensions of N_Pilot-by-N_Sym-by-N_T.

Tip

To minimize interference between transmissions across more than one transmit antenna, the pilot indices per symbol must be mutually distinct across the antennas.

Dependencies

This property applies when you set PilotInputPort to 1.

`CyclicPrefixLength` — Length of cyclic prefix
`16` (default) | positive integer | row vector

Length of the cyclic prefix for each OFDM symbol, specified as a positive, integer scalar or row vector containing NumSymbols elements. The cyclic prefix length must be in the range [0, N_FFT], where N_FFT is the total number of subcarriers in the OFDM signal specified by FFTLength. When you specify the cyclic prefix length as a:

Scalar — The cyclic prefix length is the same for all symbols through all antennas.
Row vector — The cyclic prefix length may vary across symbols but does not vary across antennas.

`Windowing` — Option to apply raised cosine windowing between OFDM symbols
`false` or `0` (default) | `true` or `1`

Option to apply raised cosine windowing between the OFDM symbols, specified as a numeric or logical 0 (false) or 1 (true).

To reduce the power of out-of-band subcarriers caused by spectral regrowth, apply windowing. For more information, see OFDM Raised Cosine Windowing.

`WindowLength` — Length of raised cosine window
`1` (default) | positive integer

Length of the raised cosine window, specified as a positive, integer scalar. This value must be less than or equal to the minimum cyclic prefix length specified by CyclicPrefixLength. For example, in a configuration of four symbols with cyclic prefix lengths 12, 14, 16, and 18, the window length must be less than or equal to 12.

Dependencies

To enable this property, set the Windowing property to true.

`OversamplingFactor` — Oversampling factor
`1` (default) | positive scalar

Oversampling factor, specified as a positive scalar. The oversampling factor must satisfy these constraints:

(OversamplingFactor×FFTLength) must be an integer value.
(OversamplingFactor×CyclicPrefixLength) must be an integer value.
If you set Windowing to true, (OversamplingFactor×WindowLength) must be an integer value.

Tip

If you set the oversampling factor to a noninteger rational number, specify a fractional value rather than a decimal value. For example, with an FFT length of 12 and an oversampling factor of 4/3, their product is the integer 16. However, rounding 4/3 to 1.333 when setting the oversampling factor results in a noninteger product of 15.9960, which results in a code error.

`NumSymbols` — Number of OFDM symbols
`1` (default) | positive integer

Number of OFDM symbols in the time-frequency grid, specified as a positive, integer scalar.

`NumTransmitAntennnas` — Number of transmit antennas
`1` (default) | positive integer

Number of transmit antennas used to transmit the OFDM modulated signal, specified as a positive, integer scalar less than or equal to 64.

Usage

Syntax

Y = ofdmMod(X)

Y = ofdmMod(data,pilot)

Description

Y = ofdmMod(X) modulates the frequency-domain input data subcarriers using the OFDM method and returns the OFDM-modulated baseband signal.

Y = ofdmMod(data,pilot) assigns the pilot signal, pilot, into the frequency subcarriers specified by PilotCarrierIndices. To enable this syntax, set the PilotInputPort property to true.

Input Arguments

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`X` — Input baseband signal
3D array

Input baseband signal, specified as an N_In-by-N_Sym-by-N_T array.

N_In is the number of data subcarriers. For more information, see the info object function.
N_Sym is the number of symbols, as specified by NumSymbols.
N_T is the number of transmit antennas, as specified by NumTransmitAntennnas.

For more information, see Subcarrier Allocation, Guard Bands, and Guard Intervals.

Data Types: double | single
Complex Number Support: Yes

`pilot` — Pilot signal
3D array

Pilot signal, specified as an N_Pilot-by-N_Sym-by-N_T array.

N_Pilot is the number of pilot subcarriers in each symbol, as specified by size(PilotCarrierIndices,1).
N_Sym is the number of OFDM symbols, as specified by NumSymbols.
N_T is the number of transmit antennas, as specified by NumTransmitAntennnas.

For more information, see Subcarrier Allocation, Guard Bands, and Guard Intervals.

Data Types: double | single
Complex Number Support: Yes

Output Arguments

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`Y` — OFDM-modulated baseband signal
matrix

OFDM-modulated baseband signal, returned as an (osf × N_Out)-by-N_T matrix of the same data type as the input signal.

osf is the oversampling factor, as determined by OversamplingFactor.
N_Out = N_CPTotal + (N_FFT × N_Sym)
N_CPTotal is the cyclic prefix length over all the symbols.
- N_CP is the cyclic prefix length, as determined by CyclicPrefixLength.
- When CyclicPrefixLength is a scalar, N_CPTotal = N_CP × N_Sym.
- When CyclicPrefixLength is a row vector, N_CPTotal = ∑ N_CP.
N_FFT is the number of subcarriers, as determined by FFTLength.
N_Sym is the number of symbols, as determined by NumSymbols.
N_T is the number of transmit antennas, as determined by NumTransmitAntennnas.

Object Functions

To use an object function, specify the System object as the first input argument. For example, to release system resources of a System object named obj, use this syntax:

release(obj)

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Specific to `comm.OFDMModulator`

info	Provide dimensioning information for OFDM modulator
showResourceMapping	Show subcarrier mapping of OFDM symbols created by OFDM modulator or demodulator System object

Common to All System Objects

step	Run System object algorithm
release	Release resources and allow changes to System object property values and input characteristics
reset	Reset internal states of System object

Examples

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Create and Modify OFDM Modulator

Open Live Script

Create and display an OFDM modulator System object™ with default property values.

ofdmMod = comm.OFDMModulator

ofdmMod = comm.OFDMModulator with properties: FFTLength: 64 NumGuardBandCarriers: [2x1 double] InsertDCNull: false PilotInputPort: false CyclicPrefixLength: 16 Windowing: false OversamplingFactor: 1 NumSymbols: 1 NumTransmitAntennas: 1

Modify the number of subcarriers and symbols. Verify that the number of subcarriers and the number of symbols changed. Use the info object function to display the input and output signal dimensions.

ofdmMod.FFTLength = 128;ofdmMod.NumSymbols = 2

ofdmMod = comm.OFDMModulator with properties: FFTLength: 128 NumGuardBandCarriers: [2x1 double] InsertDCNull: false PilotInputPort: false CyclicPrefixLength: 16 Windowing: false OversamplingFactor: 1 NumSymbols: 2 NumTransmitAntennas: 1

info(ofdmMod)

ans = struct with fields: DataInputSize: [117 2] OutputSize: [288 1]

Use the showResourceMapping object function to show the mapping of data, pilot, and null subcarriers in the time-frequency space.

showResourceMapping(ofdmMod)

Update the object to add a DC null and activate the pilot input argument. Display the configuration of the updated object. Use the showResourceMapping object function to show the updated resource mapping. Use the info object function to display the updated input and output signal dimensions. The updated input and output dimensions show the change to the object configuration. Specifically, when the object runs, pilot subcarriers must be provided.

ofdmMod.InsertDCNull = 1;ofdmMod.PilotInputPort = 1

ofdmMod = comm.OFDMModulator with properties: FFTLength: 128 NumGuardBandCarriers: [2x1 double] InsertDCNull: true PilotInputPort: true PilotCarrierIndices: [4x1 double] CyclicPrefixLength: 16 Windowing: false OversamplingFactor: 1 NumSymbols: 2 NumTransmitAntennas: 1

info(ofdmMod)

ans = struct with fields: DataInputSize: [112 2] PilotInputSize: [4 2] OutputSize: [288 1]

showResourceMapping(ofdmMod)

Create OFDM Modulator from OFDM Demodulator

Open Live Script

Creating the modulator by using the configured demodulator ensures a matched modulator and demodulator pair.

Create an OFDM demodulator System object™ with default property values. Then, specify pilot indices for a single symbol and two transmit antennas. When you use the demodulator in the creation of the modulator, setting the PilotCarrierIndices property of the demodulator affects the number of transmit antennas in the OFDM modulator. The number of receive antennas in the demodulator is uncorrelated with the number of transmit antennas.

ofdmDemod = comm.OFDMDemodulator;ofdmDemod.PilotOutputPort = true;ofdmDemod.PilotCarrierIndices = ... cat(3,[12; 26; 40; 54],[13; 27; 41; 55]);

Use the OFDM demodulator to create the OFDM modulator.

ofdmMod = comm.OFDMModulator(ofdmDemod);

Display the properties of the OFDM modulator and demodulator, verifying that the applicable properties match.

disp(ofdmMod)

 comm.OFDMModulator with properties: FFTLength: 64 NumGuardBandCarriers: [2x1 double] InsertDCNull: false PilotInputPort: true PilotCarrierIndices: [4x1x2 double] CyclicPrefixLength: 16 Windowing: false OversamplingFactor: 1 NumSymbols: 1 NumTransmitAntennas: 2

disp(ofdmDemod)

 comm.OFDMDemodulator with properties: FFTLength: 64 NumGuardBandCarriers: [2x1 double] RemoveDCCarrier: false PilotOutputPort: true PilotCarrierIndices: [4x1x2 double] CyclicPrefixLength: 16 OversamplingFactor: 1 NumSymbols: 1 NumReceiveAntennas: 1

Visualize Time-Frequency Resource Assignments for OFDM Modulator

Open Live Script

Create OFDM Modulator and Specify Pilots

Open Live Script

Create an OFDM modulator and specify the subcarrier indices for the pilot signals. Specify the indices for each symbol and transmit antenna. When the number of transmit antennas is greater than one, set different pilot indices for each symbol between antennas.

Create an OFDM modulator object, specifying two symbols and inserting a DC null.

ofdmMod = comm.OFDMModulator( ... FFTLength=128, ... NumSymbols=2, ... InsertDCNull=true);

Enable the pilot input port so you can specify the pilot indices.

ofdmMod.PilotInputPort = true;

Specify the same pilot indices for both symbols.

ofdmMod.PilotCarrierIndices = [12; 56; 89; 100];

Display the placement of the pilot signals and nulls in the OFDM time-frequency grid by using the showResourceMapping object function.

showResourceMapping(ofdmMod)

Specify different indices for the second symbol by concatenating a second column of pilot indices to the PilotCarrierIndices property.

ofdmMod.PilotCarrierIndices = ... cat(2,ofdmMod.PilotCarrierIndices,[17; 61; 94; 105]);

Verify that the pilot subcarrier indices differ between the two symbols.

showResourceMapping(ofdmMod)

Increase the number of transmit antennas to two.

ofdmMod.NumTransmitAntennas = 2;

Specify the pilot indices for each of the two transmit antennas. To provide indices for multiple antennas while minimizing interference among the antennas, specify the PilotCarrierIndices property as a 3D array so that the indices for each symbol differ among antennas.

ofdmMod.PilotCarrierIndices = ... cat(3,[20; 50; 70; 110],[15; 60; 75; 105]);

Display the resource mapping for the two transmit antennas. The gray lines denote the insertion of custom nulls. To minimize interference among the pilot symbols from different antennas, the object creates nulls.

showResourceMapping(ofdmMod)

Create OFDM Modulator with Varying Cyclic Prefix Lengths

Open Live Script

Specify the length of the cyclic prefix for each OFDM symbol.

Create an OFDM modulator, specifying five symbols, four left and three right guard-band subcarriers, and the cyclic prefix length for each OFDM symbol.

ofdmMod = comm.OFDMModulator( ... NumGuardBandCarriers=[4;3], ... NumSymbols=5, ... CyclicPrefixLength=[12 10 14 11 13]);

Display the properties of the OFDM modulator to confirm that the configured cyclic prefix length changes across the symbols.

disp(ofdmMod)

 comm.OFDMModulator with properties: FFTLength: 64 NumGuardBandCarriers: [2x1 double] InsertDCNull: false PilotInputPort: false CyclicPrefixLength: [12 10 14 11 13] Windowing: false OversamplingFactor: 1 NumSymbols: 5 NumTransmitAntennas: 1

Determine OFDM Modulator Data Dimensions

Open Live Script

Get the OFDM modulator data dimensions by using the info object function.

Create an OFDM modulator object with pilot indices, a DC null, and two transmit antennas.

ofdmMod = comm.OFDMModulator( ... NumGuardBandCarriers=[4; 3], ... PilotInputPort=true, ... PilotCarrierIndices=cat(3,[12; 26; 40; 54],[11; 25; 39; 53]), ... InsertDCNull=true, ... NumTransmitAntennas=2);

Use the info object function to get the modulator input data, pilot input data, and output data sizes.

info(ofdmMod)

ans = struct with fields: DataInputSize: [48 1 2] PilotInputSize: [4 1 2] OutputSize: [80 2]

Create OFDM Modulated Data

Open Live Script

Generate OFDM modulated symbols for use in link-level simulations.

Construct an OFDM modulator with an inserted DC null, seven guard-band subcarriers, and two symbols with different pilot indices for each symbol.

ofdmMod = comm.OFDMModulator( ... NumGuardBandCarriers=[4;3], ... PilotInputPort=true, ... PilotCarrierIndices=[12 11; 26 27; 40 39; 54 55], ... NumSymbols=2, ... InsertDCNull=true);

Determine input data, pilot, and output data dimensions.

modDim = info(ofdmMod);

Generate random data symbols for the OFDM modulator. The structure variable, modDim, determines the number of data symbols.

dataIn = complex( ... randn(modDim.DataInputSize),randn(modDim.DataInputSize));

Create a pilot signal that has the correct dimensions.

pilotIn = complex( ... rand(modDim.PilotInputSize),rand(modDim.PilotInputSize));

Apply OFDM modulation to the data and pilot signals.

modData = ofdmMod(dataIn,pilotIn);

Use the OFDM modulator object to create the corresponding OFDM demodulator.

ofdmDemod = comm.OFDMDemodulator(ofdmMod);

Demodulate the OFDM signal and output the data and pilot signals.

[dataOut, pilotOut] = ofdmDemod(modData);

Verify that, within a tight tolerance, the input data and pilot symbols match the output data and pilot symbols.

isSame = (max(abs([dataIn(:) - dataOut(:); ... pilotIn(:) - pilotOut(:)])) < 1e-10)

isSame = logical 1

Oversample and Filter OFDM Signal Through SISO Channel

Open Live Script

Filter an OFDM modulated signal with data and pilot inputs and outputs generated at four times the sample rate through a single-input single-output (SISO) channel. Demodulate the channel-filtered signal and compare to the original data.

Create an OFDM demodulator object that has three symbols and different pilot subcarrier indices and cyclic prefix lengths for each symbol.

ofdmDemod = comm.OFDMDemodulator( ... NumGuardBandCarriers=[9;8], ... RemoveDCCarrier=true, ... PilotOutputPort=true, ... PilotCarrierIndices=[[12;26;40;54],[14;28;38;52],[12;26;40;54]], ... CyclicPrefixLength=[16 32 16], ... OversamplingFactor=4, ... NumSymbols=3);

Create an OFDM modulator System object from the OFDM demodulator object, ofdmDemod.

ofdmMod = comm.OFDMModulator(ofdmDemod);

Show the configured subcarrier resource mapping for data, pilot, guard band and null signals by using the showResourceMapping object function. Obtain the input and output dimension information by using the info object function.

showResourceMapping(ofdmDemod);

modDim = info(ofdmMod);

Create random data and pilot inputs and apply QAM modulation.

M = 16;xd = randi([0 M-1],modDim.DataInputSize);dataIn = qammod(xd,M,UnitAveragePower=true);xp = randi([0 M-1],modDim.PilotInputSize);pilotIn = qammod(xp,M,UnitAveragePower=true);

Apply OFDM modulation to the data and pilot QAM signals. Filter the signal through an AWGN channel. To recover the data and pilot symbols, apply OFDM demodulation and then QAM-demodulation.

modOut = ofdmMod(dataIn,pilotIn);chanOut = awgn(modOut,20,"measured");[dataOut, pilotOut] = ofdmDemod(chanOut);yd = qamdemod(dataOut,M,UnitAveragePower=true);yp = qamdemod(pilotOut,M,UnitAveragePower=true);

Verify that the data and pilots are unchanged through this process.

dataSame = isequal(xd,yd)

dataSame = logical 1

pilotSame = isequal(xp,yp)

pilotSame = logical 1

Algorithms

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Orthogonal Frequency Division Multiplexing

OFDM belongs to the class of multicarrier modulation schemes. Because the operation can transmit multiple carriers simultaneously, noise does not influence OFDM to the same degree as single-carrier modulation.

OFDM operation divides a high-rate data stream into low-rate data substreams by decomposing the transmission frequency band into a number of contiguous individually modulated subcarriers. This set of parallel and orthogonal subcarriers carry the data stream occupying almost the same bandwidth as a wideband channel. By using narrow orthogonal subcarriers, the OFDM signal gains robustness over a frequency-selective fading channel and eliminates adjacent subcarrier interference. Intersymbol interference (ISI) is reduced because the lower data rate substreams have symbol durations larger than the channel delay spread.

This image shows a frequency domain representation of orthogonal subcarriers in an OFDM waveform.

The transmitter applies inverse fast Fourier transform (IFFT) to N symbols at a time. Typically, the output of the IFFT is the sum of the N orthogonal sinusoids:

$x (t) = \sum_{k = 0}^{N - 1} X_{k} e^{j 2 π k Δ f t}, 0 \leq t \leq T,$

where {X_k} are data symbols, and T is the OFDM symbol time. The data symbols X_k are typically complex and can be from any digital modulation alphabet (for example, QPSK, 16-QAM, 64-QAM, etc.).

Note

The MATLAB^® implementation of the discrete Fourier transform normalizes the output of the IFFT by 1/N. For more information, see Discrete Fourier Transform of Vector on the ifft reference page.

The subcarrier spacing is Δf = 1/T, ensuring that the subcarriers are orthogonal over each symbol period:

$\frac{1}{T} \int_{0}^{T} {(e^{j 2 π m Δ f t})}^{*} (e^{j 2 π n Δ f t}) d t = \frac{1}{T} \int_{0}^{T} e^{j 2 π (m - n) Δ f t} d t = 0 for m \neq n .$

An OFDM modulator consists of a serial-to-parallel conversion followed by a bank of N complex modulators, individually corresponding to each OFDM subcarrier.

Subcarrier Allocation, Guard Bands, and Guard Intervals

Individual OFDM subcarriers are allocated as data, pilot, or null subcarriers.

As shown here, subcarriers are designated as data, DC, pilot, or guard-band subcarriers.

Data subcarriers transmit user data.
Pilot subcarriers are for channel estimation.
Null subcarriers transmit no data. Subcarriers with no data provide a DC null and serve as buffers between OFDM resource blocks.
- The null DC subcarrier is the center of the frequency band with an index value of (nfft/2 + 1) if nfft is even, or ((nfft + 1) / 2) if nfft is odd.
- The guard bands provide buffers between adjacent signals in neighboring bands to reduce interference caused by spectral leakage.

Null subcarriers enable you to model guard bands and DC subcarrier locations for specific standards, such as the various 802.11 formats, LTE, WiMAX, or for custom allocations. You can allocate the location of nulls by assigning a vector of null subcarrier indices.

Similar to guard bands, guard intervals protect the integrity of transmitted signals in OFDM by reducing intersymbol interference.

Assignment of guard intervals is analogous to the assignment of guard bands. You can model guard intervals to provide temporal separation between OFDM symbols. The guard intervals help preserve intersymbol orthogonality after the signal passes through time-dispersive channels. You create guard intervals by using cyclic prefixes. Cyclic prefix insertion copies the last part of an OFDM symbol as the first part of the OFDM symbol.

OFDM benefits from the use of cyclic prefix insertion as long as the span of the time dispersion does not exceed the duration of the cyclic prefix.

Inserting a cyclic prefix results in a fractional reduction of user data throughput because the cyclic prefix occupies bandwidth that could be used for data transmission.

OFDM Raised Cosine Windowing

OFDM raised cosine windowing applies techniques described in [3] to limit spectral regrowth by creating a smooth transition between the last sample of one symbol and the first sample of the next symbol.

While the cyclic prefix creates a guard period in time domain to preserve orthogonality, an OFDM symbol rarely begins with the same amplitude and phase that it exhibits at the end of the prior OFDM symbol, which causes spectral regrowth and, therefore, spreads the signal bandwidth due to intermodulation distortion. To limit this spectral regrowth, you can create a smooth transition between the last sample of a symbol and the first sample of the next symbol by using a cyclic suffix and raised cosine windowing.

The discussion and figures in this section assume an oversampling factor of 1. To create the cyclic suffix, the operation appends the first N_WIN samples of a given symbol to the end of that symbol. However, to comply with the IEEE^® 802.11g standard, for example, the operation cannot arbitrarily lengthen the symbol. Instead, the cyclic suffix must overlap in time and is effectively summed with the cyclic prefix of the following symbol. The operation applies two, mathematically inverse, windows in this overlapped segment. The first raised cosine window applies to the cyclic suffix of symbol k and decreases from 1 to 0 over its duration. The second raised cosine window applies to the cyclic prefix of symbol k+1 and increases from 0 to 1 over its duration. This process provides a smooth transition from one symbol to the next.

The raised cosine window, w(t), in the time domain can be expressed as:

$w (t) = {\begin{cases} 1, 0 \leq | t | < T - \frac{T_{W}}{2} \\ \frac{1}{2} {1 + \cos [\frac{π}{T_{W}} (| t | - (T - \frac{T_{W}}{2}))]}, T - \frac{T_{W}}{2} \leq | t | \leq T + \frac{T_{W}}{2} \\ 0, otherwise \end{cases}$

where:

T is the OFDM symbol duration including the guard interval.
T_W is the duration of the window.

Adjust the length of the cyclic suffix by setting the window length, with suffix lengths set between 1 and the minimum cyclic prefix length. While windowing improves spectral regrowth, it does so at the expense of multipath fading immunity because of reduced redundancy in the guard band due to guard band sample values changes to implement intersymbol transition smoothing.

References

[1] Dahlman, E., S. Parkvall, and J. Skold. 4G LTE/LTE-Advanced for Mobile Broadband.London: Elsevier Ltd., 2011.

[2] Andrews, J. G., A. Ghosh, and R. Muhamed, Fundamentals of WiMAX, Upper Saddle River, NJ: Prentice Hall, 2007.

[3] Agilent Technologies, Inc., "OFDM Raised Cosine Windowing", https://rfmw.em.keysight.com/wireless/helpfiles/n7617a/ofdm_raised_cosine_windowing.htm.

[4] Montreuil, L., R. Prodan, and T. Kolze. "OFDM TX Symbol Shaping 802.3bn", https://www.ieee802.org/3/bn/public/jan13/montreuil_01a_0113.pdf. Broadcom, 2013.

[5] IEEE Standard 802.16-2017. "Part 16: Air Interface for Broadband Wireless Access Systems." March 2018.

Extended Capabilities

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

Usage notes and limitations:

See System Objects in MATLAB Code Generation (MATLAB Coder).

Version History

Introduced in R2014a

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R2023b: Single data type support

If the input signal is of type single, then the object natively computes in single precision, and the returned output is also of type single.

R2023a: Adds support for oversampling

comm.OFDMModulator now supports oversampling.

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Modulate using OFDM method - MATLAB
- MathWorks América Latina (2024)

FAQs

What is the formula for OFDM modulation? ›

waveform — OFDM modulated waveform

T = K × 30720 / 2048 × N_fft where N_fft is the IFFT size and K is the number of subframes in the input grid . N_fft is a function of the number of resource blocks (NRB), as shown in the following table. In general, N_fft is the smallest power of 2 greater than or equal to 12×NRB/0.85.

Discover More Details ›

How to generate OFDM signal in MATLAB? ›

[ waveform , info ] = nrOFDMModulate( carrier , grid ) generates waveform , a time-domain waveform, by performing orthogonal frequency-division multiplexing (OFDM) modulation of carrier resource array grid for carrier configuration parameters carrier .

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Which modulation technique is used in OFDM? ›

An OFDM carrier signal is the sum of a number of orthogonal subcarriers, with baseband data on each subcarrier being independently modulated commonly using some type of quadrature amplitude modulation (QAM) or phase-shift keying (PSK). This composite baseband signal is typically used to modulate a main RF carrier.

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How to calculate modulation in Matlab? ›

y = modulate( x , fc , fs ) modulates the real message signal x with a carrier frequency fc and sample rate fs . If x is a matrix, the modulated signal is computed independently for each column and stored in the corresponding column of y . [ y , t ] = modulate( x , fc , fs ) also returns the internal time vector t .

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What is an example of OFDM? ›

Orthogonal frequency-division multiplexing is used in many technologies, including the following: Digital radio, Digital Radio Mondiale, and digital audio broadcasting and satellite radio. Digital television standards, Digital Video Broadcasting-Terrestrial/Handheld (DVB-T/H), DVB-Cable 2 (DVB-C2).

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How does OFDM modulation work? ›

It is known as a multicarrier modulation method as many carriers are used instead of just one. OFDM takes the serial data to be transmitted and divides it up into many slower serial streams each of which is modulated onto one of multiple subcarriers. There may be as few as 40 subcarriers or many thousands.

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What is OFDM demodulation in MATLAB? ›

OFDM Demodulation

The orthogonal frequency division multiplexing (OFDM) method demodulates an OFDM input signal by using an FFT operation that results in N parallel data streams. The figure shows an OFDM demodulator consisting of a bank of N correlators with one correlator assigned to each OFDM subcarrier.

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How do you implement frequency modulation in MATLAB? ›

y = fmmod( x , Fc , Fs , freqdev ) returns a frequency modulated (FM) signal y , given the input message signal x , where the carrier signal has frequency Fc and sampling rate Fs . freqdev is the frequency deviation of the modulated signal. The value of Fs must satisfy Fs ≥ 2 Fc .

How to generate OFDM? ›

Generate OFDM signal using IFFT

An N-point IFFT converts N frequency domain subcarriers into time domain. When the sub-carrier spacing is Δf , the OFDM symbol duration is tsymb=τ=1/Δf t s y m b = τ = 1 / Δ f , and the minimum sampling rate is 1/(NΔf) 1 / ( N Δ f ) .

What is the basic principle of OFDM? ›

The OFDM concept is based on spreading the high speed data to be transmitted over a large number of low rate carriers. The carriers are orthogonal to each other and frequency spacing between them are created by using the fast Fourier transform (FFT).

What are the advantages of OFDM modulation? ›

1 Benefits of OFDM

This also reduces the need for complex equalizers at the receiver, which can save power and cost. Another benefit of OFDM is that it can achieve high spectral efficiency, which means it can transmit more data in a given bandwidth.

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What is the best modulation technique? ›

Quadrature amplitude modulation is the best modulation technique. It is used in internet traffic between cable modem and modem termination system and transmission of DTV.

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What is modulate in Matlab? ›

In wireless communication systems, modulation alters a carrier signal according to information in a message signal for transmission over a wireless channel. The alteration depends on the modulation method. To understand the process, consider the general form of a carrier signal, s(t), as. s(t) = A(t)cos[2πf₀t+ϕ(t)]

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What is the formula for modulation? ›

m(t) = Am cos (2*pi*fm*t), Am=3, fm=5 Hz, t=time. Equation 2 represents the carrier wave which is just another sinusoidal wave function.

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What is modulation order in Matlab? ›

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What is the equation for OFDM symbol? ›

Generate OFDM signal using IFFT

An N-point IFFT converts N frequency domain subcarriers into time domain. When the sub-carrier spacing is Δf , the OFDM symbol duration is tsymb=τ=1/Δf t s y m b = τ = 1 / Δ f , and the minimum sampling rate is 1/(NΔf) 1 / ( N Δ f ) .

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How do you calculate modulation? ›

How do I calculate modulation index? Divide the message signal amplitude (A_m) by the carrier signal amplitude (A꜀) to obtain the amplitude modulation index (μ_a). Mathematically, its representation is: μ_a = A_m / A꜀

What is the formula for carrier wave modulation? ›

A modulating signal is asquare wave as shown. Determine modulation index. The carrier wave is given by C(t)=2sin(ωt) volt. The modulating signal is a square wave as shown.

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How to calculate the number of OFDM symbols? ›

We can compute total number of symbols as N symbol = T frame / TD OFDM-(2) Where T frame is the frame duration and if assumed 20 ms gives N symbol =360. To calculate overhead symbols we start with preamble. Every preamble occupies first 2 OFDM symbols of DL sub frame.

Modulate using OFDM method - MATLAB - MathWorks América Latina (2024)

Description

Creation

Syntax

Description

Properties

FFTLength — Number of FFT points 64 (default) | positive integer

NumGuardBandCarriers — Number of subcarriers allocated to left and right guard bands[6; 5] (default) | 2-by-1 integer vector

InsertDCNull — Option to insert null DC subcarrier false or 0 (default) | true or 1

PilotInputPort — Option to input pilot subcarriers false or 0 (default) | true or 1

PilotCarrierIndices — Indices of pilot subcarrier locations [12; 26; 40; 54] (default) | column vector | matrix | 3D array

Dependencies

CyclicPrefixLength — Length of cyclic prefix 16 (default) | positive integer | row vector

Windowing — Option to apply raised cosine windowing between OFDM symbols false or 0 (default) | true or 1

WindowLength — Length of raised cosine window 1 (default) | positive integer

Dependencies

OversamplingFactor — Oversampling factor 1 (default) | positive scalar

NumSymbols — Number of OFDM symbols 1 (default) | positive integer

NumTransmitAntennnas — Number of transmit antennas 1 (default) | positive integer

Usage

Syntax

Description

Input Arguments

X — Input baseband signal3D array

pilot — Pilot signal 3D array

Output Arguments

Y — OFDM-modulated baseband signalmatrix

Object Functions

Specific to comm.OFDMModulator

Common to All System Objects

Examples

Create and Modify OFDM Modulator

Create OFDM Modulator from OFDM Demodulator

Visualize Time-Frequency Resource Assignments for OFDM Modulator

Create OFDM Modulator and Specify Pilots

Create OFDM Modulator with Varying Cyclic Prefix Lengths

Determine OFDM Modulator Data Dimensions

Create OFDM Modulated Data

Oversample and Filter OFDM Signal Through SISO Channel

Algorithms

Orthogonal Frequency Division Multiplexing

Subcarrier Allocation, Guard Bands, and Guard Intervals

OFDM Raised Cosine Windowing

References

Extended Capabilities

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

Version History

R2023b: Single data type support

R2023a: Adds support for oversampling

See Also

Functions

Objects

Blocks

Topics

Comando de MATLAB

Americas

Europe

Asia Pacific

FAQs

What is the formula for OFDM modulation? ›

What are the advantages of OFDM modulation? ›

`FFTLength` — Number of FFT points
`64` (default) | positive integer

`NumGuardBandCarriers` — Number of subcarriers allocated to left and right guard bands
`[6; 5]` (default) | 2-by-1 integer vector

`InsertDCNull` — Option to insert null DC subcarrier
`false` or `0` (default) | `true` or `1`

`PilotInputPort` — Option to input pilot subcarriers
`false` or `0` (default) | `true` or `1`

`PilotCarrierIndices` — Indices of pilot subcarrier locations
`[12; 26; 40; 54]` (default) | column vector | matrix | 3D array

`CyclicPrefixLength` — Length of cyclic prefix
`16` (default) | positive integer | row vector

`Windowing` — Option to apply raised cosine windowing between OFDM symbols
`false` or `0` (default) | `true` or `1`

`WindowLength` — Length of raised cosine window
`1` (default) | positive integer

`OversamplingFactor` — Oversampling factor
`1` (default) | positive scalar

`NumSymbols` — Number of OFDM symbols
`1` (default) | positive integer

`NumTransmitAntennnas` — Number of transmit antennas
`1` (default) | positive integer

`X` — Input baseband signal
3D array

`pilot` — Pilot signal
3D array

`Y` — OFDM-modulated baseband signal
matrix

Specific to `comm.OFDMModulator`

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