Tuesday, March 9, 2021
  • Setup menu at Appearance » Menus and assign menu to Top Bar Navigation
Advertisement
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News
No Result
View All Result
NikolaNews
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News
No Result
View All Result
NikolaNews
No Result
View All Result
Home Machine Learning

771st Test Squadron brings machine learning to data analysis > Edwards Air Force Base > News

May 30, 2020
in Machine Learning
771st Test Squadron brings machine learning to data analysis > Edwards Air Force Base > News
587
SHARES
3.3k
VIEWS
Share on FacebookShare on Twitter
EDWARDS AIR FORCE BASE, California —

The 771st Test Squadron has discovered new opportunities for innovation while adjusting to the new normal of telework operations during the COVID-19 pandemic. The 771st has recently employed a machine learning tool nicknamed “Sasha” and is showing promise in data analysis, according to engineers at Edwards Air Force Base, California.

You might also like

SCA invests in Australian AI and machine learning company

Algorithm helps artificial intelligence systems dodge ‘adversarial’ inputs

Assessing regulatory fairness through machine learning

The 771st’s Electronic Warfare testers develop tried and true methods of performing data analysis for the test enterprise. This data analysis feeds test reports for program offices which in turn guide the fielding of capabilities for the warfighter and highlight deficiencies that must be addressed in order to ensure the safety of service members.

As EW systems get more sophisticated, the amount of data collected during each mission has rapidly increased. Analyzing and reporting on these larger volumes of data have traditionally been a manual and time consuming process, but these conventional analysis methods could eventually struggle to deliver data at the speed of relevance. Doing quality and timely data analysis on ever-larger volumes of data require new approaches such as big data analytics and machine learning.

One of the first steps in EW data analysis is reconciling data collected by an aircraft sensor with truth data from a test range. This reconciliation process can be manually intensive and often takes hours or days to complete for a single mission. This is where Sasha comes in.

By training a model with previously reconciled data, machine learning can be used to automatically reconcile a new data set in minutes rather than hours. The capability has been demonstrated on multiple data sets from multiple platforms and when fully matured has the potential to save hundreds of man-hours across the squadron.

The arrival of the COVID-19 pandemic and the 771st Test Squadron’s abrupt transition to 100 percent telework has been challenging but has also offered new opportunities for collaboration and innovation across the squadron. The squadron quickly adopted new collaboration tools and setup online development environments at home so that technical work on projects such as Sasha could continue. 

“Members of the 771st have done an amazing job of adapting and thriving in this new telework environment,” said Lt. Col. Chris Rehm, 771st TS Commander. “Sasha is a good case-in-point, the team quickly figured out how to collaborate on Sasha development remotely and the progress they have made recently is remarkable.”

Recently while teleworking, the Sasha team has been working on a new unsupervised machine learning technique called clustering. While supervised machine learning requires training a model with old data sets, clustering can attempt to classify radiofrequency signals with no a priori knowledge. This type of analysis is useful for both refining a previously reconciled data set and for identifying new signals which were not previously known. 

Sasha and tools like it ensure that EW data analysis keeps pace with an ever changing world and ensures that the squadron continues to provide timely, relevant, and accurate information in the fight to keep American warfighting capabilities the best in the world.  


Credit: Google News

Previous Post

Real-Time Zero-Shot Voice Style Transfer with Convolutional Network

Next Post

The PS5 Reveal Event Won’t Answer Your Biggest Questions

Related Posts

SCA invests in Australian AI and machine learning company
Machine Learning

SCA invests in Australian AI and machine learning company

March 9, 2021
Algorithm helps artificial intelligence systems dodge ‘adversarial’ inputs
Machine Learning

Algorithm helps artificial intelligence systems dodge ‘adversarial’ inputs

March 9, 2021
Assessing regulatory fairness through machine learning
Machine Learning

Assessing regulatory fairness through machine learning

March 8, 2021
Raspberry Pi to get machine learning boost
Machine Learning

Raspberry Pi to get machine learning boost

March 8, 2021
Dataiku named as Gartner Leader for Data Science and Machine Learning
Machine Learning

Dataiku named as Gartner Leader for Data Science and Machine Learning

March 8, 2021
Next Post
The PS5 Reveal Event Won’t Answer Your Biggest Questions

The PS5 Reveal Event Won’t Answer Your Biggest Questions

Leave a Reply Cancel reply

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

Recommended

Plasticity in Deep Learning: Dynamic Adaptations for AI Self-Driving Cars

Plasticity in Deep Learning: Dynamic Adaptations for AI Self-Driving Cars

January 6, 2019
Microsoft, Google Use Artificial Intelligence to Fight Hackers

Microsoft, Google Use Artificial Intelligence to Fight Hackers

January 6, 2019

Categories

  • Artificial Intelligence
  • Big Data
  • Blockchain
  • Crypto News
  • Data Science
  • Digital Marketing
  • Internet Privacy
  • Internet Security
  • Learn to Code
  • Machine Learning
  • Marketing Technology
  • Neural Networks
  • Technology Companies

Don't miss it

Ezviz C3X outdoor security camera review: Simple setup, superb features Review
Internet Security

Ezviz C3X outdoor security camera review: Simple setup, superb features Review

March 9, 2021
Operationalizing AI – Introduction to the ModelOps Pipeline
Data Science

Operationalizing AI – Introduction to the ModelOps Pipeline

March 9, 2021
SCA invests in Australian AI and machine learning company
Machine Learning

SCA invests in Australian AI and machine learning company

March 9, 2021
How Image Annotation Helps in AI Development for Agriculture Sector? | by ANOLYTICS
Neural Networks

How Image Annotation Helps in AI Development for Agriculture Sector? | by ANOLYTICS

March 9, 2021
Supernova malware clues link Chinese threat group Spiral to SolarWinds server hacks
Internet Security

Supernova malware clues link Chinese threat group Spiral to SolarWinds server hacks

March 9, 2021
Malware Can Exploit New Flaw in Intel CPUs to Launch Side-Channel Attacks
Internet Privacy

Malware Can Exploit New Flaw in Intel CPUs to Launch Side-Channel Attacks

March 9, 2021
NikolaNews

NikolaNews.com is an online News Portal which aims to share news about blockchain, AI, Big Data, and Data Privacy and more!

What’s New Here?

  • Ezviz C3X outdoor security camera review: Simple setup, superb features Review March 9, 2021
  • Operationalizing AI – Introduction to the ModelOps Pipeline March 9, 2021
  • SCA invests in Australian AI and machine learning company March 9, 2021
  • How Image Annotation Helps in AI Development for Agriculture Sector? | by ANOLYTICS March 9, 2021

Subscribe to get more!

© 2019 NikolaNews.com - Global Tech Updates

No Result
View All Result
  • AI Development
    • Artificial Intelligence
    • Machine Learning
    • Neural Networks
    • Learn to Code
  • Data
    • Blockchain
    • Big Data
    • Data Science
  • IT Security
    • Internet Privacy
    • Internet Security
  • Marketing
    • Digital Marketing
    • Marketing Technology
  • Technology Companies
  • Crypto News

© 2019 NikolaNews.com - Global Tech Updates