HARMAN Pioneers Deep Learning Solution for Automotive Map Live Layer Data Updates
March 06 2017 - 8:00AM
Business Wire
Leverages sensor fusion technology to analyze safety and camera
data to intelligently update map data
Geneva Motor Show – HARMAN International (NYSE:HAR), the premier
connected technologies company for automotive, consumer and
enterprise markets, today announced an industry-first solution for
automakers that addresses the industry-wide problem of stagnant map
data for embedded navigation and ADAS systems.
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Dynamic speed limits, which exist in the
cloud, side-by-side with an in-vehicle digital map (Graphic:
Business Wire)
HARMAN’s new dynamic map layers solution, powered by HARMAN’s
compute platform, dynamically identifies differences between
on-board map data and real-world information being captured through
a vehicle’s Advanced Driver Assistance Systems (ADAS), navigation
system and on-board sensors. The solution is already deployed in
the market with a major German automaker.
The dynamic map layers solution uses data collected from cameras
and other car sensors to recognize road signs from the surrounding
environment and compares it with the digital map information from
the onboard navigation system. If a difference is detected, the
information is anonymized and sent to the cloud, where HARMAN’s
scalable cloud platform analyzes the data collected from other
similarly-equipped production vehicles. Using spatial machine
learning techniques, the solution can then, in real time, deliver
critical updates back to the road network. Taking ADAS and
navigation to the next level, map layers also updates vehicles with
critical map details to ensure that the connected car and its
driver are up to date about road conditions ahead.
The solution will keep ADAS and navigation systems up-to-date
with speed limit changes, warn drivers of upcoming construction
zones and any other signs they may encounter on the road. HARMAN
has also developed advanced hybrid learning algorithms that ensure
the highest quality update, while achieving a small footprint on
the embedded device and highly efficient over-the-air data
transfer.
HARMAN’s solution is based on the Navigation Data Standard
(NDS), meaning that dynamic map layers information could be shared
among different vehicle makes and models that also use NDS for
navigation purposes. As the solution is deployed across automakers,
it will offer up broader industry-wide benefits as OEMs can
collaborate in building comprehensive, real-time representations of
the road network.
As the number of sensors in cars increase, this same
standards-based solution can be used to create updates to existing
road maps, and even support the necessary high-definition map
content required for various safety and autonomy applications
within the connected car.
“After more than two years of collecting data and learning from
production cars, we are thrilled to introduce this technology to
the market. By harnessing the power of HARMAN’s software and deep
experience with ADAS and navigation, we have created an automotive
grade solution that will keep drivers safe,” said Mike Tzamaloukas,
vice president, Autonomous Drive Business Unit, a HARMAN Connected
Car Division. “As more cars on the road begin using this
technology, our deep neural networks algorithms will develop
guardian driver skills that we will all grow accustomed to using in
our everyday drive experience.”
ABOUT HARMAN
HARMAN (harman.com) designs and engineers connected products and
solutions for automakers, consumers, and enterprises worldwide,
including connected car systems, audio and visual products,
enterprise automation solutions; and connected services. With
leading brands including AKG®, Harman Kardon®, Infinity®, JBL®,
Lexicon®, Mark Levinson® and Revel®, HARMAN is admired by
audiophiles, musicians and the entertainment venues where they
perform around the world. More than 25 million automobiles on the
road today are equipped with HARMAN audio and connected car
systems. The Company’s software services power billions of mobile
devices and systems that are connected, integrated and secure
across all platforms, from work and home to car and mobile. HARMAN
has a workforce of approximately 30,000 people across the Americas,
Europe, and Asia and reported sales of $7.2 billion during the 12
months ended December 31, 2016. The Company’s shares are traded on
the New York Stock Exchange under the symbol NYSE:HAR.
HAR-C
© 2017 HARMAN International Industries, Incorporated. All rights
reserved. Harman Kardon, Infinity, JBL, Lexicon and Mark Levinson
are trademarks of HARMAN International Industries, Incorporated,
registered in the United States and/or other countries. AKG is a
trademark of AKG Acoustics GmbH, registered in the United States
and/or other countries. Features, specifications and appearance are
subject to change without notice.
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HARMANDarrin Shewchuk, +1-203-328-3500Senior Director, Corporate
Communicationsdarrin.shewchuk@harman.com
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