Automated Vehicle Radar Yaw-Rate Estimation
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Solution Overview
Problem
Current radar systems for automated vehicles face challenges in accurately estimating the yaw-rate and over-the-ground velocity of extended targets, such as vehicles, in real-time using raw radar detections, especially when dealing with multiple scattering-points that may have varying locations across successive radar scans.
Innovation Solution
A radar system equipped with a single radar sensor on the host-vehicle, utilizing a controller with processing capabilities to calculate yaw-rate and over-the-ground velocity by analyzing present and prior radar signals, including range, range-rate, and azimuth data, through a recursive algorithm that incorporates coordinate rotation matrices and error matrices to improve accuracy.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Device complexity
If a single radar sensor is used to track extended targets with multiple scattering-points, then the device complexity is reduced, but the measurement precision of yaw-rate and over-the-ground velocity deteriorates due to varying scattering-point locations across successive scans
Solution Approach 1:
The patent segments the extended target into multiple scattering-points, each treated as an independent tracking entity. The controller tracks each scattering-point individually through successive radar scans, maintaining separate range, range-rate, and azimuth measurements for each point. This segmentation allows the system to handle the complexity of extended targets while using a single radar sensor, resolving the contradiction between device simplicity and measurement precision.
Solution Approach 2:
The patent implements a feedback mechanism where the controller continuously updates the state of each scattering-point based on new radar measurements and previous state information. By recursively processing range, range-rate, and azimuth data from multiple scattering-points across successive scans, the system refines its estimation of the target's yaw-rate and over-the-ground velocity, improving measurement precision without requiring multiple sensors.
2Productivity
If real-time estimation of yaw-rate and over-the-ground velocity is performed using raw radar detections, then the productivity of driving-assistance systems is improved, but the measurement precision deteriorates due to noise and variability in raw radar data
Solution Approach 1:
The patent performs preliminary processing of raw radar detections by organizing range, range-rate, and azimuth data from multiple scattering-points before computing yaw-rate and over-the-ground velocity. This preliminary organization and filtering of data reduces noise and variability, enabling accurate real-time estimation without sacrificing measurement precision.
Solution Approach 2:
The patent transforms raw radar parameters (range, range-rate, azimuth) into derived parameters (yaw-rate, over-the-ground velocity) through mathematical relationships. By changing the parameter representation and using recursive estimation techniques, the system achieves both real-time productivity and improved measurement precision despite the inherent noise in raw radar data.
Applied Scientific Principles
This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.
Function Achieved in This Case
Enables accurate and real-time estimation of yaw-rate and over-the-ground velocity of extended targets, enhancing driving-assistance systems by providing crucial information for vehicle control and safety features like adaptive cruise control and emergency braking.
Implementation Method 1
a radar-sensor (14) operable to detect the radar-signals (16) reflected by scattering-points (18) of the target-vehicle (12)
Data Source
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AI summary
A radar system (10) suitable for an automated vehicle includes a radar sensor (14) and a controller (20). The radar-sensor (14) is mounted on a host-vehicle (28). The radar-sensor (14) is operable to detect radar-signals (16) reflected by scattering-points (18) of a target-vehicle (12) located proximate to the host-vehicle (28). The controller (20) is in communication with the radar-sensor (14). The controller (20) is configured to determine a present-range-rate (32), a present-azimuth (34), and optionally a present-range (50), of each of the scattering-points (18) at a present-time. The controller (20) is also configured to recall a prior-range-rate (36), a prior-azimuth (38), and optionally a prior-range (52), of each of the scattering-points (18) at a prior-time. The controller (20) is also configured to calculate a yaw-rate (30) of the target-vehicle (12) at the present-time based on the present-range-rate (32), the present-azimuth (34), the prior-range-rate (36), and the prior-azimuth (38), and optionally the present-range (50) and the prior-range (52), of each of the scattering-points (18).