# Test ROS message transport with `qrb_ros_transport` The `qrb_ros_transport` sample application implements zero-copy transport of ROS messages on Qualcomm robotics platforms. The implementation has its base on [REP 2007](https://ros.org/reps/rep-2007.html), which provides interfaces to define methods for serializing custom types and/or using those types in intra-process communication without conversion. The `qrb_ros_transport` sends image DMA buffer file descriptors (fd) between ROS nodes, rather than sending the image data itself. Hardware accelerators, such as cameras, GPUs, and EVA, share image data zero-copy through mmap DMA buffers. ## Pipeline flow for `qrb_ros_transport` The figure shows the pipeline flow for `qrb_ros_transport`. ![image12](data:image/png;base64,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) **`qrb_ros_transport` pipeline** ## Prerequisites You have set up the device, installed ROS2 Jazzy and QIR SDK on the device according to [Install the QIR SDK](https://docs.qualcomm.com/doc/80-90441-2/topic/2-install-the-qir-sdk.html#install-qir-sdk). ## Run out-of-the-box `qrb_ros_transport` **Steps** 1. Install the qrb\_ros\_transport packages. sudo apt install ros-jazzy-qrb-ros-transport-\* Copy to clipboard 2. Use `qrb_ros::transport::type::Image`. For example, 1. Add the dependencies in your `package.xml`: qrb_ros_transport_image_type Copy to clipboard 2. Use ament\_cmake\_auto to find dependencies in your CMakeLists.txt: find_package(ament_cmake_auto REQUIRED) ament_auto_find_build_dependencies() Copy to clipboard 3. Use the adapted types in your ROS node. #include "qrb_ros_transport_image_type/image.hpp" // Create message auto msg = std::make_unique(); msg->header = std_msgs::msg::Header(); msg->width = width; msg->height = height; msg->encoding = "nv12"; // Allocate dmabuf for message auto dmabuf = lib_mem_dmabuf::DmaBuffer::alloc(size, "/dev/dma_heap/system"); // ... set data to dmabuf msg->dmabuf = dmabuf; // Publish message pub->publish(std::move(msg)); Copy to clipboard ## Build from source Build from the source of `qrb_ros_transport` and run this application. **Steps** 1. Install dependencies. sudo apt install ros-dev-tools \\ ros-jazzy-lib-mem-dmabuf \\ ros-jazzy-qrb-sensor-client \\ ros-jazzy-pcl-conversions colcon Copy to clipboard 2. Clone the repository to the device. mkdir -p ~/qrb_ros_ws/src cd ~/qrb_ros_ws/src source /opt/ros/jazzy/setup.bash git clone https://github.com/qualcomm-qrb-ros/qrb_ros_transport.git Copy to clipboard 3. Build the sample application. cd ~/qrb_ros_ws colcon build Copy to clipboard Last Published: Sep 07, 2026 [Previous Topic Verify the basic communication of qrb\_ros\_interfaces](https://docs.qualcomm.com/bundle/publicresource/80-90441-2/topics/verify-the-basic-communication-of-qrb_ros_interfaces.md) [Next Topic Implement model inference with qrb\_ros\_nn\_inference](https://docs.qualcomm.com/bundle/publicresource/80-90441-2/topics/implement-model-inference-with-qrb_ros_nn_inference.md)