Why we chose Lexus RX450h

OSCAR Team
OSCAR
Published in
3 min readNov 19, 2018

By OSCAR Team Engineers

Building a self-driving car is a pretty exciting journey, full of dozens of challenges. One of them — is to choose the right base (car model) for the future autonomous vehicle. As you may noticed from the previous post OSCAR utilises Lexus RX450h and there is a reason why made that choice.

Candidates

Only one of them is doomed to succeed

Initial requirements

Electric controls (no hydraulic steering/mechanical pedals)

Our software must be able to manage hardware (gas, brakes, steering and so on) and the most efficient way to do it is electric controls. Otherwise, we would have to build and install additional hardware for pedals and steering wheel manipulation (actuators).

CAN bus

The most common bus in automotive insustry. As long as OSCAR remains an open-source project we’re interesting in pulling as much as possible contributors in this project. Choosing FlexRay/LIN or other standard would heavily limit the range of car possible to control. Besides, StarLine has a 10+ years experience of working with CAN bus.

Hybrid

Hybrid cars are not just eco-friendly, but also provide powerful batteries for additional hardware (control unit, GPU, lidars, camera, etc.). Moreover, software (neural networks, computer vision, data processing) has a great power consumption, which can’t be fullfilled with regular onboard battery.

Lincoln MKZ

One of the most suitable for autonomy cars, used by companies like Udacity, Pony.AI, Drive.AI and others. Besides that, it’s Apollo ready. Pretty expensive though.

Pros:

  • electric gearbox
  • electric steering
  • adaptive cruise control
  • hybrid (powerful battery)

Cons:

  • not presented across the Russia, maintenance risks
  • high price ($47 000 + taxes + delivery cost)
  • long delivery from USA

Toyota Prius

Pretty reliable hybrid in third generation. Companies like Waymo and Yandex build their solutions on the top of that car.

Pros:

  • hybrid with powerful batteries
  • big screen (can be used for visualization)
  • automatic parking
  • electric steering
  • electric gearbox

Cons:

  • no adaptive cruise control
  • not so much internal space

Genesis G80

Product of Hyundai’s luxury divison. Provides access to almost every software subsystem, which is important for AV. Not very popular across the Russia, so limited maintenance comes along.

Pros:

  • electric steering
  • electric gearbox
  • adaptive cruise control with Stop & Go
  • parking assist

Cons:

  • not hybrid (means additional battery installation)

Lexus RX 450h (winner)

In the end, RX450h became our weapon of choice. The product of Toyota’s luxury division has almost everything we need, plus comfort and reliability. Apple and other AV companies successfully used it in production.

Pros:

  • electric steering
  • adaptive cruise control
  • hybrid (powerful battery)
  • Lexus brand pretty known across the Russia (easy maintenance)
  • Onboard AEB (Auto Emergency Braking)
  • Onboard road sign recognition
  • Lane keep assist

Cons:

  • no electric gearbox (which won’t be necessary for early rides)
King of the road

Since we have a car, it’s time to move forward and tell you about what exactly we’re going to build. In one of the next publications we will unveil OSCAR platform and our plans for the future.

Stay tuned, a lot of exciting things are coming.

Twitter: https://twitter.com/starline_oscar

Website: https://smartcar.starline.ru

GitLab: https://gitlab.com/starline/oscar

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OSCAR Team
OSCAR
Editor for

Open-source self-driving car. From Russia with love. Read more at smartcar.starline.ru