Main Content

End-to-End Bluetooth BR/EDR PHY Simulation with AWGN, RF Impairments and Corrections

This example shows an end-to-end simulation to measure the bit error rate (BER) and packet error rate (PER) for different Bluetooth® BR/EDR physical layer (PHY) packet types by using Bluetooth® Toolbox. These PHY packets are distorted by adding radio front-end (RF) impairments and the additive white Gaussian noise (AWGN). The distorted Bluetooth BR/EDR waveforms are processed at the practical receiver to get the BER and PER values. The obtained simulation results show the plots of BER and PER as a function of energy-to-noise density ratio (Eb/No).

Bluetooth BR/EDR Radio Specifications

Bluetooth is a short-range Wireless Personal Area Network (WPAN) technology, operating in the globally unlicensed industrial, scientific, and medical (ISM) band in the frequency range of 2.4 GHz to 2.485 GHz. In Bluetooth technology, data is divided into packets. Each packet is transmitted on one of the 79 designated Bluetooth channels. The bandwidth of each channel is 1 MHz. Bluetooth implements the frequency-hopping spread spectrum (FHSS) scheme to switch a carrier between multiple frequency channels by using a pseudorandom sequence known to the transmitter and the receiver.

The Bluetooth standard specifies these PHY modes:

Basic rate (BR) - Mandatory mode, uses Gaussian frequency shift keying (GFSK) modulation with a data rate of 1 Mbps.

Enhanced data rate (EDR) - Optional mode, uses phase shift keying (PSK) modulation with these two variants:

  • EDR2M: Uses pi/4-DQPSK with a data rate of 2 Mbps

  • EDR3M: Uses 8-DPSK with a data rate of 3 Mbps

This end-to-end Bluetooth BR/EDR PHY simulation determines BER and PER performance of one Bluetooth packet that has RF impairments and AWGN. Each packet is generated over a loop of a vector equal to length of the energy-to-noise density ratio (Eb/No) using the bluetoothWaveformGenerator function by configuring the bluetoothWaveformConfig object.

To accumulate the error rate statistics, the generated waveform is altered with RF impairments and AWGN before passing through the receiver.

These RF impairments are used to distort the packet:

  • DC offset

  • Carrier frequency offset

  • Static timing offset

  • Timing drift

White Gaussian noise is added to the generated Bluetooth BR/EDR waveforms. The distorted and noisy waveforms are processed through a practical Bluetooth receiver performing these operations:

  • Remove DC offset

  • Detect the signal bursts

  • Perform matched filtering

  • Estimate and correct the timing offset

  • Estimate and correct the carrier frequency offset

  • Demodulate BR/EDR waveform

  • Perform forward error correction (FEC) decoding

  • Perform data dewhitening

  • Perform header error check (HEC) and cyclic redundancy check (CRC)

  • Outputs decoded bits and decoded packet statistics based on decoded lower address part (LAP), HEC, and CRC

This block diagram illustrates the processing steps for each Bluetooth BR/EDR PHY packet.

To determine the BER and the PER, compare the recovered output bits with the transmitted data bits.

Initialize Simulation Parameters

% Eb/No in dB
EbNo = 2:2:14;                     
% Maximum number of bit errors simulated at each Eb/No point
maxNumErrs = 100;                 
% Maximum number of bits accumulated at each Eb/No point
maxNumBits = 1e6;                  
% Maximum number of packets considered at each Eb/No point 
maxNumPkts = 1000;                  

In this example, the values for maxNumErrs, maxNumBits, and maxNumPkts are selected for a short simulation time.

Configure Bluetooth BR/EDR Waveform

The Bluetooth BR/EDR waveform is configured by using the bluetoothWaveformConfig object. Configure the properties of the bluetoothWaveformConfig object as per your requirements. In this example, the PHY mode of transmission, the Bluetooth packet type, and the number of samples per symbol are configured.

phyMode = 'BR';      % PHY transmission mode
bluetoothPacket = 'FHS';            % Type of Bluetooth packet, this value can be: {'ID',
                                     % 'NULL','POLL','FHS','HV1','HV2','HV3','DV','EV3',
                                     % 'EV4','EV5','AUX1','DM3','DM1','DH1','DM5','DH3',
                                     % 'DH5','2-DH1','2-DH3','2-DH5','2-DH1','2-DH3',
                                     %  '2-DH5','2-EV3','2-EV5','3-EV3','3-EV5'}
sps = 8;                             % Samples per symbol, must be greater than 1

Configure RF Impairments

Set frequency, time, and DC offset parameters to distort the Bluetooth BR/EDR waveform.

frequencyOffset = 6000;% In Hz
timingOffset = 0.5;    % In samples, less than 1 microsecond
timingDrift = 2;        % In parts per million
dcOffset = 2;            % Percentage w.r.t maximum amplitude value
symbolRate = 1e6;                               % Symbol Rate

% Create timing offset object
timingDelayObj = dsp.VariableFractionalDelay;

% Create frequency offset object
frequencyDelay = comm.PhaseFrequencyOffset('SampleRate',symbolRate*sps);

Process Eb/No Points

For each Eb/No point, packets are generated and processed through these steps:

  • Generate random bits

  • Generate Bluetooth BR/EDR waveform

  • Pass generated waveform through AWGN channel

  • Add frequency offset

  • Add timing offset

  • Add DC offset

  • Pass distorted waveform through practical receiver

  • Calculate BER and PER

ber = zeros(1,length(EbNo));       % BER results
per = zeros(1,length(EbNo));       % PER results
bitsPerByte = 8;                   % Number of bits per byte
% Set code rate based on packet
if any(strcmp(bluetoothPacket,{'FHS','DM1','DM3','DM5','HV2','DV','EV4'}))
    codeRate = 2/3;
elseif strcmp(bluetoothPacket,'HV1')
    codeRate = 1/3;
    codeRate = 1;        
% Set number of bits per symbol based on the PHY transmission mode
bitsPerSymbol = 1+ (strcmp(phyMode,'EDR2M'))*1 +(strcmp(phyMode,'EDR3M'))*2;

% Get SNR from EbNo values
snr = EbNo + 10*log10(codeRate) + 10*log10(bitsPerSymbol) - 10*log10(sps);
% Create a Bluetooth BR/EDR waveform configuration object
txCfg = bluetoothWaveformConfig('Mode',phyMode,'PacketType',bluetoothPacket,...
if strcmp(bluetoothPacket,'DM1')
    txCfg.PayloadLength = 17; % Maximum length of DM1 packets in bytes
dataLen = getPayloadLength(txCfg);  % Length of the payload
% Get PHY properties
rxCfg = getPhyConfigProperties(txCfg);  

for iSnr = 1:length(snr)
        rng default
        % Initialize error computation parameters
        errorCalc = comm.ErrorRate;
        berVec = zeros(3,1); 
        pktCount = 0;  % Counter for number of detected Bluetooth packets
        loopCount = 0; % Counter for number of packets at each SNR value
        pktErr = 0;
         while((berVec(2) < maxNumErrs) && (berVec(3) < maxNumBits) && (loopCount < maxNumPkts))
            txBits = randi([0 1],dataLen*bitsPerByte,1); % Data bits generation
            txWaveform = bluetoothWaveformGenerator(txBits,txCfg);   
            % Add Frequency Offset
            frequencyDelay.FrequencyOffset = frequencyOffset;
            transWaveformCFO = frequencyDelay(txWaveform);
            % Add Timing Delay
            timingDriftRate = (timingDrift*1e-6)/(length(txWaveform)*sps);% Timing drift rate
            timingDriftVal = timingDriftRate*(0:1:(length(txWaveform)-1))';% Timing drift
            timingDelay = (timingOffset*sps)+timingDriftVal;   % Static timing offset and timing drift
            transWaveformTimingCFO = timingDelayObj(transWaveformCFO,timingDelay);
            % Add DC Offset
            dcValue = (dcOffset/100)*max(transWaveformTimingCFO);
            txImpairedWaveform = transWaveformTimingCFO + dcValue;  
             % Add AWGN
            txNoisyWaveform = awgn(txImpairedWaveform,snr(iSnr),'measured');
            % Receiver Module
                                = helperBluetoothPracticalReceiver(txNoisyWaveform,rxCfg);
            numOfSignals = length(pktStatus);
            pktCount = pktCount+numOfSignals;
            loopCount = loopCount+1;
            % BER and PER Calculations
            L1 = length(txBits);
            L2 = length(rxBits);
            L = min(L1,L2);
               berVec = errorCalc(txBits(1:L),rxBits(1:L));
            pktErr = pktErr+sum(~pktStatus);
         % Average of BER and PER
         per(iSnr) = pktErr/pktCount;
         ber(iSnr) = berVec(1);
         if ((ber(iSnr) == 0) && (per(iSnr) == 1))
             ber(iSnr) = 0.5; % If packet error rate is 1, consider average BER of 0.5
         if ~any(strcmp(bluetoothPacket,{'ID','NULL','POLL'}))
             disp(['Mode ' phyMode ', '...
                 'Simulated for Eb/No = ', num2str(EbNo(iSnr)), ' dB' ', '...
                 'obtained BER:',num2str(ber(iSnr)),' obtained PER: ',...
             disp(['Mode ' phyMode ', '...
                 'Simulated for Eb/No = ', num2str(EbNo(iSnr)), ' dB' ', '...
                 'obtained PER: ',num2str(per(iSnr))]);
Mode BR, Simulated for Eb/No = 2 dB, obtained BER:0.23611 obtained PER: 0.875
Mode BR, Simulated for Eb/No = 4 dB, obtained BER:0.084028 obtained PER: 0.89474
Mode BR, Simulated for Eb/No = 6 dB, obtained BER:0.063492 obtained PER: 0.86667
Mode BR, Simulated for Eb/No = 8 dB, obtained BER:0.025 obtained PER: 0.77419
Mode BR, Simulated for Eb/No = 10 dB, obtained BER:0.0083333 obtained PER: 0.38824
Mode BR, Simulated for Eb/No = 12 dB, obtained BER:0.0019597 obtained PER: 0.13699
Mode BR, Simulated for Eb/No = 14 dB, obtained BER:0.00025304 obtained PER: 0.022267

Simulation Results

This section presents the BER and PER results with respect to the input Eb/No range for the considered PHY mode.

if any(strcmp(bluetoothPacket,{'ID','NULL','POLL'}))
    numOfPlots = 1; % Plot only PER 
    numOfPlots = 2; % Plot both BER and PER
    xlabel('Eb/No (dB)');
    title('BER of Bluetooth with RF impairments');
    hold on;
    grid on;
xlabel('Eb/No (dB)');
title('PER of Bluetooth with RF impairments');
hold on;
grid on;

Figure contains 2 axes objects. Axes object 1 with title BER of Bluetooth with RF impairments contains an object of type line. This object represents BR. Axes object 2 with title PER of Bluetooth with RF impairments contains an object of type line. This object represents BR.


The example uses this helper function:

This example shows an entire end-to-end procedure to generate a Bluetooth BR/EDR packet. The generated Bluetooth BR/EDR waveform is distorted by adding RF impairments and AWGN. To get the BER and PER values, the distorted Bluetooth BR/EDR waveform is synchronized, demodulated, and decoded from the practical receiver.

Selected Bibliography

  1. Bluetooth Special Interest Group (SIG). "Core System Package [BR/EDR Controller Volume]". Bluetooth Core Specification. Version 5.3, Volume 2.

See Also


Related Topics