Autonomous Vehicle Engineering - September 2021 - 4

Cover Story
Data Drives Driverless
Truck Launch
by Ryan Gehm
Smart diagnostics and advanced validation help support the
reliability metrics required to gain confidence that autonomous
trucks are ready for the road.
Transforming raw data into high-quality structured
data is a critical path to properly fueling
machine-learning (ML) models and deploying artificial-intelligence
(AI) applications across autonomous
fleets. Companies are working to overcome
data challenges to ensure their ML algorithms can
produce the AI required to achieve widespread SAE
Level 4 and 5 automated-driving operations.
" When our trucks drive on the road, they're
collecting terabytes upon terabytes of data, and we
need to get that up into the cloud and into the hands
of our engineers, ultimately, " said Brandon Moak,
co-founder and CTO of autonomous technology
developer Embark, whose recently-launched prototype
SAE Level 4 tractor is shown on this issue's
cover. The startup uses " active learning " techniques
FEV employs a digital twin fed with data
from the fleet to identify potential failures
early in the development process.
4 September 2021
AUTONOMOUS VEHICLE ENGINEERING
FEV

Autonomous Vehicle Engineering - September 2021

Table of Contents for the Digital Edition of Autonomous Vehicle Engineering - September 2021

Autonomous Vehicle Engineering - September 2021 - CVR4
Autonomous Vehicle Engineering - September 2021 - CVR1
Autonomous Vehicle Engineering - September 2021 - CVR2
Autonomous Vehicle Engineering - September 2021 - 1
Autonomous Vehicle Engineering - September 2021 - 2
Autonomous Vehicle Engineering - September 2021 - 3
Autonomous Vehicle Engineering - September 2021 - 4
Autonomous Vehicle Engineering - September 2021 - 5
Autonomous Vehicle Engineering - September 2021 - 6
Autonomous Vehicle Engineering - September 2021 - 7
Autonomous Vehicle Engineering - September 2021 - 8
Autonomous Vehicle Engineering - September 2021 - 9
Autonomous Vehicle Engineering - September 2021 - 10
Autonomous Vehicle Engineering - September 2021 - 11
Autonomous Vehicle Engineering - September 2021 - 12
Autonomous Vehicle Engineering - September 2021 - 13
Autonomous Vehicle Engineering - September 2021 - 14
Autonomous Vehicle Engineering - September 2021 - 15
Autonomous Vehicle Engineering - September 2021 - 16
Autonomous Vehicle Engineering - September 2021 - 17
Autonomous Vehicle Engineering - September 2021 - 18
Autonomous Vehicle Engineering - September 2021 - 19
Autonomous Vehicle Engineering - September 2021 - 20
Autonomous Vehicle Engineering - September 2021 - 21
Autonomous Vehicle Engineering - September 2021 - 22
Autonomous Vehicle Engineering - September 2021 - 23
Autonomous Vehicle Engineering - September 2021 - 24
Autonomous Vehicle Engineering - September 2021 - 25
Autonomous Vehicle Engineering - September 2021 - 26
Autonomous Vehicle Engineering - September 2021 - 27
Autonomous Vehicle Engineering - September 2021 - 28
Autonomous Vehicle Engineering - September 2021 - CVR3
Autonomous Vehicle Engineering - September 2021 - CVR4
https://www.nxtbook.com/smg/sae/21AVE11
https://www.nxtbook.com/smg/sae/21AE10
https://www.nxtbook.com/smg/sae/21AVE09
https://www.nxtbook.com/smg/sae/21AE09
https://www.nxtbook.com/smg/sae/21AE08
https://www.nxtbook.com/smg/sae/21AVE07
https://www.nxtbook.com/smg/sae/21AE06
https://www.nxtbook.com/smg/sae/21AE05
https://www.nxtbook.com/smg/sae/21AVE05
https://www.nxtbook.com/smg/sae/21AE04
https://www.nxtbook.com/smg/sae/21AE03
https://www.nxtbook.com/smg/sae/21AVE03
https://www.nxtbook.com/smg/sae/21AE02
https://www.nxtbookmedia.com