Breaking News

Chrome Now Offers Better Password Protections Apple's New Mac Pro is Now Available Microsoft Teams Available on Linux Intel Claims Its 7nm Process Technology Equals TSMC 5nm New AMD Radeon Software Adrenalin 2020 Edition Released

logo

  • Share Us
    • Facebook
    • Twitter
  • Home
  • Home
  • News
  • Reviews
  • Forum
  • Legacy
  • About
    • Submit News

    • Contact Us
    • Privacy

    • Promotion
    • Advertise

    • RSS Feed
    • Site Map

Search form

Hyundai  Develops Machine Learning Based Smart Cruise Control Technology

Hyundai Develops Machine Learning Based Smart Cruise Control Technology

Enterprise & IT Oct 22,2019 0

Hyundai Motor Group has developed a Machine Learning based Smart Cruise Control (SCC-ML), a technology that incorporates the driver’s patterns into its self-driving behavior.

The technology incorporates artificial intelligence (AI) within the Advanced Driver Assistance System (ADAS) feature. The system is planned for implementation in future Hyundai Motor Group vehicles.

“The new SCC-ML improves upon the intelligence of the previous ADAS technology to dramatically improve the practicality of semi-autonomous features,” said Woongjun Jang, VP at Hyundai Motor Group. “Hyundai Motor Group will continue the development efforts on innovative AI technologies to lead the industry in the field of autonomous driving.”

Smart Cruise Control (SCC) enables an essential self-driving feature and core technology for ADAS: maintaining distance from the vehicle ahead while traveling at the speed selected by the driver.

SCC-ML combines AI and SCC into a system that learns the driver’s patterns and habits on its own. Through machine learning, Smart Cruise Control autonomously drives in an identical pattern as that of the driver.

In order to operate the previous Smart Cruise Control, the driver manually adjusted driving patterns, such as the distance from the preceding vehicle and acceleration. It was impossible to meticulously fine-tune the settings to accommodate the diver’s individual preferences without machine learning technology.

For instance, even the same driver may accelerate differently in high-speed, mid-speed and low-speed environments depending on circumstance, but detailed fine-tuning was not available. Therefore, when Smart Cruise Control was activated and the vehicle operated differently than they prefer, drivers, sensed the difference, resulting in a reluctance to use the technology because it made them feel anxious and unstable.

Hyundai Motor Group’s independently developed SCC-ML operates as follows: First, sensors, such as the front camera and radar, constantly acquire driving information and send it to the centralized computer. The computer then extracts relevant details from the gathered information to identify the driver’s patterns. An artificial intelligence technology called machine learning algorithm is applied during this process.

The driving pattern can be categorized into three parts: distance from preceding vehicles, acceleration (how quickly it accelerates), and responsiveness (how quickly it responds to driving conditions). In addition, driving conditions and speeds are considered as well.

For instance, maintaining a short distance from the preceding vehicle during slow, city driving, and further away when driving in the fast lane. Considering these various conditions, SCC-ML makes analysis to distinguish over 10 thousand patterns, developing a flexible Smart Cruise Control technology that can adapt to any driver’s patterns.

The driving pattern information is regularly updated with sensors, reflecting the driver’s latest driving style. In addition, SCC-ML is programmed specifically to avoid learning unsafe driving patterns, increasing its reliability and safety.

With upcoming Highway Driving Assist system that features automatic lane change assist, SCC-ML achieves Level 2.5 self-driving.

Tags: Self-driving CarsHyundai MotorADAS
Previous Post
New NVIDIA EGX Edge Supercomputing Platform Accelerates AI, IoT, 5G at the Edge
Next Post
IBM Contests Google's Bold “Quantum Supremacy” Claim

Related Posts

  • Volkswagen and IBM Are Researching Autonomous Driving in Urban Space

  • Hyundai Motor Unveils 'Strategy 2025' Roadmap

  • Nissan-Renault to Launch New Company

  • Hyundai Motor Premieres Lafesta EV Sedan

  • Hyundai Teases With Ground-breaking SUV Concept

  • Volkswagen Says Self-driving System Will be Ready for the Market by 2025

  • Hyundai Motor Brings Noise Cancelling Technology to the Car Cabin

  • Changes to Self-driving Software to Delay Uber's Autonomous Vehicles

0 Comments

Leave a Reply

More information about text formats

Filtered HTML

  • Web page addresses and e-mail addresses turn into links automatically.
  • Allowed HTML tags: <a> <em> <strong> <cite> <blockquote> <code> <ul> <ol> <li> <dl> <dt> <dd>
  • Lines and paragraphs break automatically.

Plain text

  • No HTML tags allowed.
  • Web page addresses and e-mail addresses turn into links automatically.
  • Lines and paragraphs break automatically.

BBCode

  • No HTML tags allowed.
  • You may use these tags: [abbr], [acronym], [b], [center], [code], [color], [define], [font], [h1], [h2], [h3], [h4], [h5], [h6], [hr], [i], [img], [justify], [left], [list], [node], [php], [quote], [right], [s], [size], [sub], [sup], [u], [url], [wikipedia], [youtube], [align], [link], [ol], [ul]
  • Lines and paragraphs break automatically.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Image CAPTCHA
Enter the characters shown in the image.

Latest News

Chrome Now Offers Better Password Protections
Enterprise & IT

Chrome Now Offers Better Password Protections

Apple's New Mac Pro is Now Available
PC components

Apple's New Mac Pro is Now Available

Microsoft Teams Available on Linux
Enterprise & IT

Microsoft Teams Available on Linux

Intel Claims Its 7nm Process Technology Equals TSMC 5nm
Enterprise & IT

Intel Claims Its 7nm Process Technology Equals TSMC 5nm

New AMD Radeon Software Adrenalin 2020 Edition Released
Enterprise & IT

New AMD Radeon Software Adrenalin 2020 Edition Released

Popular Reviews

Zidoo Z9S 4K Media Player review

Zidoo Z9S 4K Media Player review

CeBIT 2005

CeBIT 2005

Club3D HD3850

Club3D HD3850

CeBIT 2006

CeBIT 2006

LiteOn iHBS112 review

LiteOn iHBS112 review

Crucial P1 NVMe 1TB SSD review

Crucial P1 NVMe 1TB SSD review

Hitachi DZ-MV100A DVD Camcorder

Hitachi DZ-MV100A DVD Camcorder

Toshiba Exceria M303 64GB and M501 Exceria Pro 64GB MicroSDXC review

Toshiba Exceria M303 64GB and M501 Exceria Pro 64GB MicroSDXC review

  • Home
  • News
  • Reviews
  • Forum
  • Legacy
  • About
    • Submit News

    • Contact Us
    • Privacy

    • Promotion
    • Advertise

    • RSS Feed
    • Site Map
  • About
  • Privacy
  • Contact Us
  • Promotional Opportunities @ CdrInfo.com
  • Advertise on out site
  • Submit your News to our site
  • RSS Feed