Package: uvicmuse-debug
UVic MUSEAn application for streaming from MUSE headsets to MATLAB and other
platforms.RequirementsThe code relies onpygattfor BLE communication
andpylslfor Muse streaming. For the best result useBLED112.
We highly recommend installing on a virtual environment (VE). You can build and manage those VEs usingAnaconda,
the instructions to install and setup a conda environment is describedhere.Compatible with Python 3.xCompatible with MUSEMU-02andMU-03Note: if you run into any issues, first check out out Common Issues
and then the Issues section ofthisrepositoryGetting StartedTo stream from MUSE to MATLAB ro other platforms, aStreamerapplication is required.
Transmitted data fromStreamerside then can be received and used by theReceiverapplication.
Take a look at this chart below:This project has two sections, first,UVic MUSEthat connects to MUSE
over Bluetooth and streams its data over UDP and LSL.
Second, a MATLAB toolbox (andMuseUdp.m) that allows the user to receiveUVic MUSEtransmitted data over UDP protocol.
In the following sections we go through installation and usage ofUVic MUSEand then explain about part two, MuseUdp.UVic MUSE InstallationOn Windows we suggest the user to install Anaconda and run all of the following commands
(including optional commands) in an Anaconda Prompt. You may need to installMicrosoft Visual C++ Build Tools(~1GB) from microsoft website if you don't use Anaconda.On MacOS and linux, install Anaconda (or miniconda),
open a terminal, and follow these commands:If you don't want to use a virtual environment, use Terminal (Linux and OSx)
or Command Prompt (Windows) and skip the optional steps.(optinal) Create a new conda environment.conda create --name muse_env python=3.7(optinal) Activate conda environmentconda activate muse_envInstall UVicMUSE usingpippip install --upgrade uvicmuseRunning UVicMUSE:To run and useUVic MUSEopen a Terminal (Linux & OSx) or Command Prompt (Windows)
and type in the commands below:(optional) Activate the virtual environmentconda activate muse_envRun UVicMUSE:uvicmuseIf you manage to install UVicMUSE without conda in Windows, you can run it by opening the start menu
and typing uvicmuseGUI:Streaming Procedure:Follow steps shown below to stream the MUSE sensory data. Remember to correctly specify theRequired Entriesvariables
before moving on to the next step.Search to get a list of available MUSEsConnect to one of the MUSEs.Required Entries= Checkboxes (UDP, LSL, EEG, PPG, ACC, GYRO)Start Streaming over UDP and LSL (if enabled).Required Entries= Filters (Highpass, Lowpass, Notch)Notes:Stopping the stream won't disconnect the MUSE (use this feature for changing filters configurations)Search is required after disconnecting from a MUSEReceiver Toolbox (MuseUdp)In this section we explain the methods available in the MATLAB toolbox. The main responsibility of a receiver
is to connect to UDP socket (same socket as UVic MUSE) and receive data that is being transmitted from MUSE device.MATLAB ToolboxDonwloadMuseUdp Toolboxfrom MATLAB file exchange.
Open and install the toolbox on MATLAB. Moreover, you need to installInstrument Control Toolboxto establish UDP connections.To see all of the available methods (functions), create an object from MuseUdp and call methods for it:mu = MuseUdp();
methods(mu);To get a single sample from UVic MUSE use:mu = MuseUdp();
[data, timestamp, success] = mu.get_xxx_sample()Repacexxxwitheeg,ppg,accorgyro. The sampled data may have different size according toxxx,eeghas 5
channels per sample, the rest of the sensors return 3 channels data.To read sampled data in chunks, you need to specify the chunk size and callmu.get_xxx_chunk(###), replacexxxwith sensor type
and###with the chunk size. The output size,size(data), will be[chunk_size, 5]foreegand[chunk_size, 3]for others.*Note: since the buffer size is limited for UDP protocols, each sample ofeegcontains four bytes for timestamp and
4 * 5 = 20 bytes for data (24B total). Since default buffer size in UDP is 1kB, one cannot get a chunk larger that 40 samples.
We suggest using multiple instances ofget_xxx_chunk(), but you can change the buffer size by calling the function below:mu.set_udp_buffer_size(2048) % 2kB bufferIssuesOn MacOSx: Application crashes after running:pip uninstall serial pyserial
conda uninstall serial pyserial
pip install pyserial esptoolCiting UVicMUSE@misc{UVicMUSE,
  author       = {Bardia Barabadi, Jamieson Fregeau},
  title        = {uvic-muse},
  month        = March,
  year         = 2020,
}