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Showing posts with label DATA MINING. Show all posts
Showing posts with label DATA MINING. Show all posts

Facebook of the Planet Science

Written By Unknown on Saturday, February 7, 2015 | 5:28 AM

David Kramer, MSU Hannah Distinguished Professor in Photosynthesis and Bioenergetics, has created the Facebook of plant science. Courtesy of MSU
David Kramer, MSU Hannah Distinguished Professor in Photosynthesis and Bioenergetics, has created the Facebook of plant science. Courtesy of MSU

By building PhotosynQ – a handheld device with sensors and an online data-sharing and analysis platform – a team of Michigan State University researchers is creating the plant-science equivalent of Facebook.

Following the trail blazed by successful social media networks, the team is giving away patentable devices at a nominal fee, building an active global community of plant science enthusiasts and sharing all data collected from around the world.

The goal is to allow even citizen scientists to make research-quality measurements, said David Kramer, MSU Hannah Distinguished Professor in Photosynthesis and Bioenergetics.

“We’ve built a platform that everyone can access through their cell phones,” he said. “We want to create a community that sees a 12-year-old student in China ask a question about a drought-resistant plant. Then we hope that hundreds of people answer, and not only the student in China is able to grow sustainable crops, but also a farmer in Africa could benefit from those insights.”

One component of PhotosynQ is a handheld device that costs about $100, scans plants and collects a handful of key data points. Via a smartphone running Android, the data is transferred from the device to the researcher’s project page on the PhotosynQ platform.

Currently, there are about 20 research projects on the burgeoning network. As new data is collected, community members can observe the projects’ progression.

Projects range from one measuring the robustness and productivity of beans, to another monitoring the efficiency of photosynthesis. Collecting data on how well plants convert sunlight to energy can be derived from satellite images in a very limited way. To improve the data, it’s best to get on-the-ground observations as well. The more handheld devices used in the field to gather the data, the better.

David Kramer, MSU Hannah Distinguished Professor in Photosynthesis and Bioenergetics, has created the Facebook of plant science. Courtesy of MSU
PhotosynQ will enable local scientists, plant breeders and citizens to improve the productivity and security of crops in communities around the world. This low-cost approach of collecting samples from global sites could change how science has traditionally been conducted, said Greg Austic, who is leading the development in the Kramer lab.

“It’s critical that PhotosynQ stays open source,” he said. “We’re changing the model of moving new technology from academia to the world. We’re maximizing the data and building a community rather than maximizing profits.”

If only two people use the network, it’s worthless. If 2 million people join in, it’s priceless. It will be a snapshot of what’s happening in the plant world at this very moment. Successful breeding efforts, rapidly spreading diseases and other trends can be identified quicker, he added.

This nontraditional approach is indicative of Kramer’s unique lab. Soldering irons and circuit boards outnumber plants and petri dishes. Shelves are lined with electronic prototypes. The buzzing hive of nearly 40 students is a blend of biologists, programmers and engineers.

“Many times one of our biology students will come up with an idea and bounces it off some of the other students,” Kramer said. “The computer specialists write a program, and the electronics students build a prototype and a new technique is developed and used – sometimes in a single day.”

His lab is a microcosm of what he hopes he can create on a global scale; empower people with data and easy-to-use scientific instruments, and people will look at their world differently, he said.

Kramer is a professor in the College of Natural Science and the MSU-DOE Plant Research Laboratory. His research is funded in part by MSU AgBioResearch.

Source: MSU

Scientists twist radio beams to send data: Transmissions reach speeds of 32 gigibits per second

Written By Unknown on Thursday, January 8, 2015 | 5:27 AM

Graphic showing the intensity of the radio beams after twisting.
Credit: Courtesy of Alan Willner / USC Viterbi
Building on previous research that twisted light to send data at unheard-of speeds, scientists at USC have developed a similar technique with radiowaves, reaching high speeds without some of the hassles that can go with optical systems.

The researchers, led by electrical engineering professor Alan Willner of the USC Viterbi School of Engineering, reached data transmission rates of 32 gigabits per second across 2.5 meters of free space in a basement lab at USC.

For reference, 32 gigabits per second is fast enough to transmit more than 10 hour-and-a-half-long HD movies in one second and is 30 times faster than LTE wireless.

"Not only is this a way to transmit multiple spatially collocated radio data streams through a single aperture, it is also one of the fastest data transmission via radio waves that has been demonstrated," Willner said.

Faster data transmission rates have been achieved -- Willner himself led a team two years ago that twisted light beams to transmit data at a blistering 2.56 terabits per second -- but methods to do so rely on light to carry the data.

"The advantage of radio is that it uses wider, more robust beams. Wider beams are better able to cope with obstacles between the transmitter and the receiver, and radio is not as affected by atmospheric turbulence as optics," Willner said.

Willner is the corresponding author of an article about the research that will be published in Nature Communications on Sept. 16. The study's co-lead authors Yan Yan and Guodong Xie are both graduate students at USC Viterbi, and other contributors came from USC, the University of Glasgow, and Tel Aviv University.

To achieve the high transmission rates, the team took a page from Willner's previous work and twisted radio beams together. They passed each beam -- which carried its own independent stream of data -- through a "spiral phase plate" that twisted each radio beam into a unique and orthogonal DNA-like helical shape. A receiver at the other end of the room then untwisted and recovered the different data streams.

"This technology could have very important applications in ultra-high-speed links for the wireless 'backhaul' that connects base stations of next-generation cellular systems," said Andy Molisch of USC Viterbi. Molisch, whose research focuses on wireless systems, co-designed and co-supervised the study with Willner.

Future research will focus on attempting to extend the transmission's range and capabilities.
The work was supported by Intel Labs University Research Office and the DARPA InPho (Information in a Photon) Program.

Source: University of Southern California
 
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