wlanEHTTrackPilotError

Track errors using pilot subcarriers of EHT waveform

Since R2023a

Syntax

[y,cpe,ae] = wlanEHTTrackPilotError(x,chanEst,cfg,field)

[y,cpe,ae] = wlanEHTTrackPilotError(x,chanEst,cfg,field,ruNumber)

[y,cpe,ae] = wlanEHTTrackPilotError(___,Name=Value)

Description

[y,cpe,ae] = wlanEHTTrackPilotError(x,chanEst,cfg,field) tracks errors using the pilot subcarriers of an extremely high-throughput (EHT) waveform. The function tracks errors using OFDM symbols x of the field specified in field and channel estimate chanEst. The function returns the pilot-error-tracked symbols y, common phase error cpe, and amplitude error ae.

[y,cpe,ae] = wlanEHTTrackPilotError(x,chanEst,cfg,field,ruNumber) also specifies the resource unit (RU) number. This syntax is required to track errors in the EHT-LTF or EHT-Data fields of EHT multi-user (EHT MU) waveforms when the PPDU type is OFDMA.

[y,cpe,ae] = wlanEHTTrackPilotError(___,Name=Value) specifies options using one or more name-value arguments in addition to either input argument combination from the previous syntaxes.

Examples

Track Pilot Error in EHT MU Waveform Using L-SIG Field

Create a non-OFDMA EHT MU configuration object with a channel bandwidth of 80 MHz.

cfg = wlanEHTMUConfig("CBW80");

Extract the channel bandwidth of the configuration.

cbw = cfg.ChannelBandwidth;

Generate a time-domain waveform for the configuration. Extract the number of time-domain samples.

tx = wlanWaveformGenerator([1;0;0;1],cfg);
numSample = size(tx,1);

Generate field indices for the configuration.

ind = wlanFieldIndices(cfg);

Model a step power amplifier droop impairment by applying a step gain change at the start of the L-SIG field.

droopGain = 1;
droopGainLinear = db2mag(droopGain);
droopLength = double(ind.LSIG(1));

Apply a magnitude droop gain per time-domain sample.

droopPerSample = ones(numSample,1);
droopPerSample(1:droopLength,:) = ...
    droopGainLinear*droopPerSample(1:droopLength,:);
rx=droopPerSample.*tx;

Perform channel estimation at the L-LTF.

rxLLTF = rx(ind.LLTF(1):ind.LLTF(2),:);
lltfDemod = wlanEHTDemodulate(rxLLTF,"L-LTF",cfg);
lltfChanEst = wlanLLTFChannelEstimate(lltfDemod,cbw);

Demodulate the L-SIG field.

rxLSIG = rx(ind.LSIG(1):ind.LSIG(2),:);
lsigDemod = wlanEHTDemodulate(rxLSIG,"L-SIG",cfg);

Track pilot errors using the L-SIG field. Display the errors.

[lsigDemod,cpe,ae] = wlanEHTTrackPilotError(lsigDemod, ...
   lltfChanEst,cfg,"L-SIG",TrackAmplitude=true);
disp([cpe,ae])

    0.0000   -1.0000

Track Pilot Phase Errors in EHT MU Waveform for Given RU

Create an OFDMA EHT MU configuration object. Set the allocation index to 0. This setting specifies nine 26-tone RUs, each with one user, in a 20 MHz channel.

cfg = wlanEHTMUConfig(0);
chanBW = cfg.ChannelBandwidth;

Generate the WLAN field indices.

ind = wlanFieldIndices(cfg);

Generate a time-domain waveform for the configuration and pass it through an AWGN channel with a signal-to-noise ratio of 20 dB.

tx = wlanWaveformGenerator([1;0;0;1],cfg);
snr = 20;
rxAWGN = awgn(tx,snr);

Specify the RU of interest. Extract the part of the received waveform that corresponds to the EHT-LTF. Demodulate it and estimate the channel at the RU of interest.

ruNumber = 2;
rxEHTLTF = rxAWGN(ind.EHTLTF(1):ind.EHTLTF(2),:);
demodEHTLTF = wlanEHTDemodulate(rxEHTLTF,"EHT-LTF",cfg,ruNumber);
chanEst = wlanEHTLTFChannelEstimate(demodEHTLTF,cfg,ruNumber);

Extract the part of the received waveform that corresponds to the EHT-Data field. Demodulate it and track pilot phase errors for the RU of interest, using the channel estimate at the EHT-LTF.

rxData = rxAWGN(ind.EHTData(1):ind.EHTData(2),:);
demodData = wlanEHTDemodulate(rxData,"EHT-Data",cfg,ruNumber);
[demodData,cpe] = wlanEHTTrackPilotError(demodData,chanEst,cfg,"EHT-Data",ruNumber);

Display the phase error averaged over all OFDM symbols in the EHT-Data field.

disp(mean(cpe))

    0.0234

Input Arguments

x — Received OFDM symbols

complex-valued 3-D array

Received OFDM symbols, specified as a complex-valued array of size N_st-by-N_sym-by-N_r.

• N_st is the number of active subcarriers, which comprises data and pilot subcarriers.

• N_sym is the number of OFDM symbols.

• N_r is the number of receive antennas.

Data Types: single | double
Complex Number Support: Yes

chanEst — Channel estimates

complex-valued 3-D array

Channel estimates at the data and pilot subcarriers or channel estimates at the pilot subcarriers only, specified as a complex-valued array of size N_st-by-N_sts-by-N_r or N_sp-by-N_sts-by-N_r, respectively.

• N_st is the number of occupied subcarriers.

• N_sts is the number of space-time streams.

• N_r is the number of receive antennas.

• N_sp is the number of pilot subcarriers.

Data Types: single | double
Complex Number Support: Yes

cfg — EHT transmission parameters

wlanEHTMUConfig object | wlanEHTRecoveryConfig object

EHT transmission parameters, specified as a wlanEHTMUConfig or wlanEHTRecoveryConfig object.

field — Field of received OFDM symbols

"L-SIG" | "RL-SIG" | "U-SIG" | "EHT-SIG" | "EHT-LTF" | "EHT-Data"

Field of received OFDM symbols, specified as one of these values:

• "L-SIG" — Legacy signal field

• "RL-SIG" — Repeated legacy signal field

• "U-SIG" — Universal signal field

• "EHT-SIG" — EHT signal field

• "EHT-LTF" — EHT long training field

• "EHT-Data" — EHT-Data field

Data Types: char | string

ruNumber — Number of RU or MRU of interest

positive integer

Number of the RU or MRU of interest, specified as a positive integer. This input specifies the location of the RU or MRU in the channel. For example, consider a 20 MHz transmission with one 106+26-tone RU, one 52+26-tone MRU, and one 26-tone RU, in order of absolute frequency. For this allocation:

• RU 1 corresponds to the 106+26-tone MRU at the lowest absolute frequency (size 106+26, index 1).

• RU 2 corresponds to the 52+26-tone MRU at the next lowest absolute frequency (size 52+26, index 2).

• RU 3 corresponds to the 26-tone RU at the highest absolute frequency (size 26, index 3).

Note

The function requires this input only when both of these conditions are satisfied:

• the cfg input is an OFDMA-type wlanEHTMUConfig object.

• the field input is "EHT-Data" or "EHT-LTF".

Data Types: double

Name-Value Arguments

Specify optional pairs of arguments as Name1=Value1,...,NameN=ValueN, where Name is the argument name and Value is the corresponding value. Name-value arguments must appear after other arguments, but the order of the pairs does not matter.

Example: TrackAmplitude=true enables pilot amplitude tracking.

TrackPhase — Pilot phase tracking

1 or true (default) | 0 or false

Enable pilot phase tracking, specified as a numeric or logical 1 (true) or 0 (false). To estimate and correct a common phase offset across all subcarriers and receive antennas, set this property to 1 (true). Otherwise, set this property to 0 (false).

Data Types: logical

TrackAmplitude — Pilot amplitude tracking

0 or false (default) | 1 or true

Enable pilot amplitude tracking, specified as a numeric or logical 1 (true) or 0 (false). To estimate and correct an average amplitude error across all subcarriers for each OFDM symbol and receive antenna, set this property to 1 (true). Otherwise, set this property to 0 (false).

Note

Due to the limitations of the pilot amplitude tracking algorithm, when filtering a waveform through a MIMO fading channel, disable the TrackAmplitude option.

Data Types: logical

Output Arguments

y — Pilot-error-tracked OFDM symbols

complex-valued 3-D array

Pilot-error-tracked OFDM symbols, returned as a complex-valued array of size N_st-by-N_sym-by-N_r.

• N_st is the number of occupied subcarriers.

• N_sym is the number of OFDM symbols.

• N_r is the number of receive antennas.

Data Types: double | single
Complex Number Support: Yes

cpe — Common phase error

real-valued row vector

Common phase error, in radians, averaged over all receive antennas, returned as a real-valued row vector of length equal to the number of OFDM symbols. Each element of this vector contains the common phase error for the corresponding OFDM symbol.

Data Types: double | single

ae — Average amplitude error

real-valued matrix

Average amplitude error, in dB, returned as a real-valued matrix of size N_sym-by-N_r.

• N_sym is the number of OFDM symbols.

• N_r is the number of receive antennas.

Each element of this matrix contains the amplitude error for all subcarriers with respect to the estimated received pilots for the corresponding OFDM symbol and receive antenna.

Data Types: double | single

References

[1] IEEE^® P802.11be™/D5.0. “Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications. Amendment 8: Enhancements for Extremely High Throughput (EHT).” Draft Standard for Information Technology — Telecommunications and Information Exchange between Systems — Local and Metropolitan Area Networks — Specific Requirements, https://ieeexplore.ieee.org/document/10381585

Extended Capabilities

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

Version History

Introduced in R2023a

R2024b: Generate C/C++ code for EHT blind recovery

You can now generate C and C++ code using MATLAB^® Coder™ when you specify the cfg input as a wlanEHTRecoveryConfig object.

R2023b: EHT recovery support

You can specify the cfg input as a wlanEHTRecoveryConfig object.