GNU Radio Android Toolchain

This is a development environment for GNU Radio on Android. It provides a real-time stream-data processing framework for Android, targeted towards (but not limited to) software defined radio systems. More detailed information is available in the accompanying paper.

Features

• Supports the most recent GNU Radio version (v3.8).
• Supports 32-bit and 64-bit ARM architectures (i.e., armeabi-v7a and arm64-v8a).
• Supports popular hardware frontends (RTL-SDR, HackRF, Ettus B2XX).
• Supports interfacing Android hardware (mic, speaker, accelerometer, ...) through gr-grand.
• No need to root the device.
• All signal processing happens in C++ domain.
• Various means to interact with a flowgraph from Java-domain (e.g., Control Port, PMTs, ZeroMQ, TCP/UDP).
• A custom GNU Radio double-mapped circular buffer implementation, using Android shared memory.
• SIMD acceleration through VOLK, including a custom profiling app for android.
• OpenCL support through gr-clenabled.
• Android app to benchmark GNU Radio runtime, VOLK, and OpenCL.
• Example applications for WLAN and FM.

Requirements

• Android phone or tablet that supports Android API level 29, introduced with Android 10 Q.
• ~18Gb disk space for the Docker container.
• USB-OTG adapter to connect an SDR. (Some USB-C multi-adapters work as well.)

Building the Toolchain

The easiest way to get started is to setup a development environment in Docker. The Dockerfile also serves as documentation on how to set up a native environment.

• Install Docker. Some installations seem to restrict the maximum container size. This container requires ~18Gb.

• Checkout the repository (mainly to get the Dockerfile)

git clone --depth=1 https://github.com/bastibl/gnuradio-android.git
cd gnuradio-android/docker

• Build the container. Please note that the scripts accepts several Android licenses during the build process.

docker build -t gnuradio-android .

• Run the Docker container. The privileged flag and the /dev/bus/usb mount seem to be required to access the phone from the container. The DISPLAY variable and the Xauthority mount allow to start GUI applications in the container.

docker run -it --privileged -v /dev/bus/usb:/dev/bus/usb --net=host --env="DISPLAY" --volume="$HOME/.Xauthority:/home/android/.Xauthority:rw" gnuradio-android

• Start Android Studio.

~/src/android-studio/bin/studio.sh

• Put your phone in developer mode (see instructions).

• Now the phone should show up in Android Studio. If it does not work, check if the host auto-started adb and, in case, kill it, since the phone can only be connected to one adb server at a time.

• The container comes with several example projects, e.g., an FM receiver in ~/src/android-fm. Open the project in Android Studio to test the toolchain.

• The application is a proof-of-concept and doesn't come with a comprehensive lists of USB vendor and product IDs for SDRs. So, you'll likely have to make some manual adjustments.

  • Set the USB Product and Vendor Id: https://github.com/bastibl/android-fm/blob/master/app/src/main/java/net/bastibl/fmrx/MainActivity.kt#L113

  • Specify if it is a HackRF (hackrf=0) or an RTL-SDR (rtl=0): https://github.com/bastibl/android-fm/blob/master/app/src/main/cpp/native-lib.cpp#L93

• Build the app and install it to your phone. When you connect the phone to Android Studio for the first time, the phone will ask for permissions.

• Close the app, disconnect the phone from the PC, enable OTG mode on your phone, connect your SDR to the phone, and start the application.

If everything is working, it should like in this demo video:

Using the Toolchain

While the Android applications should work out-of-the-box in the Docker container, native installations require to adapt some paths to link correctly against the toolchain.

Setting the Architecture

The 32-bit armeabi-v7a toolchain is built with the build.sh script. The 64-bit arm64-v8a toolchain is built with build_aarch64.sh script. These scripts have to know the location of the Android Native Development Kit (NDK), so you might have to adapt the TOOL_CHAIN_ROOT variable.

Libraries, headers, and other build artifacts are installed in the toolchain directory. It will create subdirectories for the different architectures, resulting, for example, in toolchain/armeabi-v7a/lib/libgnuradio-runtime.so.

Android Studio requires a different directory layout to link to external libraries (e.g. armeabi-v7a/libgnuradio-runtime.so). This structure is created through symlinks in the toolchain/jni directory.

Apps can be built for multiple architectures. For development purposes, you might want to limit to a particular one. This can be configured in app/build.gradle, which includes a section like:

ndk {
    abiFilters "armeabi-v7a", "arm64-v8a"
}

Linking to the Toolchain

The path to the toolchain needs to be adapted in two places. The TOOLCHAIN variable in the CMakeLists.txt file that builds the native library, which is usually at app/src/main/cpp. In the jniLibs.srcDirs variable in apps/build.gradle. It should point to the jni directory, described in the previous section.

SIMD Acceleration through Volk

The Docker container includes an Android application to profile the kernels of the Volk library. The project is at ~/src/android-volk in the container and also available on GitHub. Running the application generates a config file with the fastest implementation for the architecture and stores it on Android's External Storage (this can be a SD card or an internal partition). Running this benchmark can speed-up your GNU Radio flowgraphs.

GPU Acceleration

Android lacks native support for OpenCL. Yet, many smartphone processors have capable GPUs and come with the corresponding drivers. For example, the 2017 OnePlus 5T features a Snapdragon 835 processor with an Adreno 540 GPU that supports OpenCL 2.0.

To create Android applications that use OpenCL, the libraries have to be copied from the phone into the toolchain/<arch>/lib directory. libopenCL.so (and its dependencies) are in the /system/lib(64) and /vendor/lib(64) directories. In case of runtime errors due to missing libraries (i.e., dependencies of libopenCL.so), the missing libraries have to be added to the toolchain directory as well.

SDR Drivers

USB-based SDRs like the RTL-SDR, the HackRF, and the Ettus B2XX series are interesting options for smartphones and tablets. Their drivers are based on libusb. On Linux, these drivers traverse the usbfs device tree to find and initialize supported devices. Android does not support this kind of direct access to usbfs. Instead, the app has to interact with Android's UsbManager, which provides a file descriptor to talk to the device. All hardware drivers were, therefore, adapted to support initialization with a file descriptor.

Ettus B2XX SDRs

The B2XX series of devices uses a rather complicated initialization procedure: the device attaches to the host, the host uploads firmware, the device reattaches (as a different device), the host uploads the FPGA image. On Android, this is supported through a dedicated app. It registers a service that is called whenever a B2XX is attached and uploads the firmware. The actual GNU Radio application uses the reattached device directly and only uploads the FPGA image.

Related Applications

• android-wlan: WLAN Receiver
• android-fm: FM Receiver
• android-hw: Android service to load Ettus B2XX firmware.
• android-benchmark: Benchmark GNU Radio runtime, VOLK, and OpenCL.
• android-volk: VOLK profiling app for Android.

Credits

This toolchain is based on an earlier Android port by Tom Rondeau.

Publication

If you use this toolchain, we would appreciate a reference to:

• Bastian Bloessl, Lars Baumgärtner and Matthias Hollick, “Hardware-Accelerated Real-Time Stream Data Processing on Android with GNU Radio,” Proceedings of 14th International Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization (WiNTECH’20), London, UK, September 2020. [DOI, BibTeX, PDF and Details…]