Optimal path planning and vehicle integrated control technologies
realize safe, secure and comfortable autonomous driving.
We have developed a path planning technology that achieves smooth driving by taking into account the surrounding environment, and a safe and secure vehicle control technology that maximizes vehicle performance.
These technologies contribute to the realization of safe, secure and comfortable autonomous driving.
PF-RRT is applied to generate a smooth path in accordance with the surrounding environment
We have developed a unique path planning method called "PF-RRT." Using a particle filter*1 (PF), the system estimates the change in state needed for the vehicle to become closer to the target state, such as being positioned in the center of the target lane, and generates a path.
The tree (path candidates) can be expanded using a rapidly exploring random tree*2 (RRT), and the best path with the lowest achievement cost (e.g. distance) is selected.
The method enables the generation of a smooth path even in complicated environments.
NMPC realizes smooth driving and a comfortable ride
We have developed a controller that delivers integrated longitudinal and lateral vehicle control using nonlinear model predictive control (NMPC).
By optimizing vehicle steering angle and velocity using a nonlinear vehicle and tire model, the vehicle can be controlled to accurately follow the target path.
The controller realizes smooth driving that circumvents obstacles with minimal path errors, and a comfortable ride.
- *1 A state estimation method that approximates a conditional probability distribution using a group of data called particles.
- *2 A method of expanding a group of data in a tree structure using random numbers and searching for a path from within that data.
- Corporate data
- Management policy
- Corporate strategy
- President’s message
- Procurement activities
- R&D / technology
- ADVANCE magazine
- Intellectual property
- R&D highlights
- Energy and Electric Systems
- Industrial Automation Systems
- Automotive Equipment
- Information & Communication Systems
- Electronic Devices
- Home Appliances
- Fundamental Technologies / Others
- R&D centers
- R&D highlights
- Technology videos