Space

August 15, 2012

Digital processors limited by power; What’s the UPSIDE?

Artist’s concept. Through UPSIDE, sensor data is analyzed by an array of self-organizing devices. The array processes the data using inference, where elements of the image are automatically sorted based on similarities and dissimilarities. Sensor data flows into the array and target identification and tracking is the output.

Today’s Defense missions rely on a massive amount of sensor data collected by intelligence, surveillance and reconnaissance platforms.

Not only has the volume of sensor data increased exponentially, there has also been a dramatic increase in the complexity of analysis required for applications such as target identification and tracking.

The digital processors used for ISR data analysis are limited by power requirements, potentially limiting the speed and type of data analysis that can be done. A new, ultra-low power processing method may enable faster, mission critical analysis of ISR data.

The Unconventional Processing of Signals for Intelligent Data Exploitation (UPSIDE) program seeks to break the status quo of digital processing with methods of video and imagery analysis based on the physics of nanoscale devices. UPSIDE processing will be non-digital and fundamentally different from current digital processors and the power and speed limitations associated with them.

Instead of traditional complementary metal-oxide-semiconductor (CMOS)-based electronics, UPSIDE envisions arrays of physics-based devices (nanoscale oscillators may be one example) performing the “processing. These arrays would self-organize and adapt to inputs, meaning that they will not need to be programmed as digital processors are. Unlike traditional digital processors that operate by executing specific instructions to compute, it is envisioned that the UPSIDE arrays will rely on a higher level computational element based on probabilistic inference embedded within a digital system.

Probabilistic inference is the fundamental computational model for the UPSIDE program. An inference process uses energy minimization to determine a probability distribution to find the object that is the most likely interpretation of the sensor data. It can be implemented directly in approximate precision by traditional semiconductors as well as by new kinds of emerging devices.

“Redefining the fundamental computation as inference could unlock processing speeds and power efficiency for visual data sets that are not currently possible,” explained Dan Hammerstrom, DARPA program manager. “DARPA hopes that this type of technology will not only yield faster video and image analysis, but also lend itself to being scaled for increasingly smaller platforms.”

An interdisciplinary approach is expected as interested performer teams must address three tasks set forth in the UPSIDE solicitation. Task 1 forms the foundation for the program and involves the development of the computational model and the image processing application that will be used for demonstration and benchmarking. Tasks 2 and 3 will build on the results of Task 1 to demonstrate the inference module implemented in mixed signal CMOS in Task 2 and with non-CMOS emerging nano-scale devices in Task 3. The ability to successfully address all three tasks will require close collaboration within the proposer’s team and will be an important aspect of any successful UPSIDE effort.

“Leveraging the physics of devices to perform computations is not a new idea, but it is one that has never been fully realized,” added Hammerstrom. “However, digital processors can no longer keep up with the requirements of the Defense mission. We are reaching a critical mass in terms of our understanding of the required algorithms, of probabilistic inference and its role in sensor data processing, and the sophistication of new kinds of emerging devices. At DARPA, we believe that the time has come to fund the development of systems based on these ideas and take computational capabilities to the next level.”

 




All of this week's top headlines to your email every Friday.


 
 

 

Headlines August 1, 2014

News: Military downsizing leaves U.S. too weak to counter global threats, panel finds - An independent panel appointed by the Pentagon and Congress said July 31 that President Obama’s strategy for sizing the armed services is too weak for today’s global threats. Defense industry funds flow to contenders for key House chairmanships - Four of the top...
 
 

News Briefs August 1, 2014

China allows foreign reporters at news conference Foreign reporters are being allowed to attend China’s Defense Ministry briefings for the first time, marking a small milestone in the increasingly confident Chinese military’s efforts to project a more transparent image. Restrictions still apply and there is no sign of an improvement in the generally paltry amount...
 
 
Army photograph by John Andrew Hamilton

Rapid Equipping Force, PEO Soldier test targeting device at White Sands Missile Range

Army photograph by John Andrew Hamilton SFC Justin Rotti, a combat developer from the Training and Doctrine Command Fire Cell, Fires Center of Excellence, uses a developmental hand held precision targeting device during a test ...
 

 

NASA awards modification for geophysics, geodynamics, space geodesy support contract

NASA has awarded a modification to Stinger Ghaffarian Technologies Inc. of Greenbelt, Md. to continuing working the the Geophysics, Geodynamics and Space Geodesy Support Services contract. The maximum ordering value of the GGSG contract will increase to $76.8 million. The previous amount was $49.5 million. The increase in the maximum ordering value of the contract...
 
 
boeing-japan

Boeing, All Nippon Airways finalize order for 40 wide-body airplanes

  Boeing and All Nippon Airways July 31 finalized an order for 40 widebody airplanes – 20 777-9Xs, 14 787-9 Dreamliners and six 777-300ERs (Extended Range) – as part of the airline’s strategic long-haul fleet ren...
 
 

Excalibur Ib enters full rate production, receives $52 million award

TUCSON, Ariz., July 31, 2014 /PRNewswire/ — Raytheon’s Excalibur Ib precision guided projectile has entered full rate production. U.S. Army approval of FRP completes Excalibur Ib’s low rate initial production phase. †Additionally, the U.S. Army has awarded Raytheon $52 million for continued Excalibur Ib production. “The full rate production decision is the culmination ...
 




0 Comments


Be the first to comment!


Leave a Reply

Your email address will not be published. Required fields are marked *

You may use these HTML tags and attributes: <a href="" title=""> <abbr title=""> <acronym title=""> <b> <blockquote cite=""> <cite> <code> <del datetime=""> <em> <i> <q cite=""> <strike> <strong>