Awesome! +1

On Fri, Apr 18, 2014 at 4:03 PM, Dmitry Berenson <dberenson@cs.wpi.edu> wrote:

The ARC Lab at WPI is releasing the Datalink Toolkit ROS package, designed to for remote operation of a robot over a high-latency and low-bandwidth datalink. The package was developed and extensively tested as part of the DARPA robotics challenge, though it is not specific to a type of robot.

The package allows the user to easily set up relays and compression methods for a single-master system. These relays avoid duplicating data sent over the datalink while compressing common datatypes (i.e. point-clouds and images) to minimize bandwidth usage.

The toolkit includes both message-based and service-based relays so that data can be sent on-demand or at a specified frequency. The service-based relays are more robust in low-bandwidth conditions, guaranteeing the synchronization of camera images and camera info messages, and allow more reconfiguration while running.

The key features of the package are:

- Generic relays with integrated rate throttling for all message types

- Dedicated relays with rate throttling for images and pointclouds

- Generic service-based relays with integrated rate throttling for all message types

- Dedicated service-based relays with integrated rate throttling for images and pointclouds

- Image resizing and compression using methods from OpenCV and image_transport

- Pointcloud voxel filtering and compression using methods from PCL, Zlib, and other algorithms. (Note: pointcloud compression is provided in a separate library that can be easily integrated with other projects)

- Launch files for easy use of the datalink software with RGBD cameras

- Works with ROS Hydro

Overall performance:

- Reliable data transfer for a wide range of bandwidths and latencies (e.g. at DRC Trials: 1Mb/s - 100 Kb/s bandwidth, 100ms - 1000ms latency)

- Pointcloud compression >8x depending on compression algorithm (without voxel filtering)

- Pointcloud compression >20x depending on compression algorithm (with voxel filtering)

- Image compression equivalent to image_transport (without image resizing) or better (with resizing)

Performance comparison with ROS for image transfer:

- 1.5x more images/second at 1Mb/s (grayscale image size 320x240)

- 2x more images/second at 100Kb/s (grayscale image size 320x240)

- 3x more images/second at 50Kb/s (grayscale image size 320x240)

For more information, please see the wiki here:

https://github.com/WPI-ARC/datalink_toolkit/wiki

Get the package from our git repository here:

https://github.com/WPI-ARC/datalink_toolkit

Dmitry Berenson

Assistant Professor

Robotics Engineering Program

Computer Science Department

Worcester Polytechnic Institute

http://users.wpi.edu/~dberenson/

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--
Thanks,
Karthik

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