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Last updated February 1, 2026
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Kinematic state estimation algorithms: BYDRecent Research Landscape

Inaccurate velocity data during transition phases leads to powertrain control errors and safety risks. These innovations utilize specialized calculation logic and sensor fusion to ensure precise real-time speed tracking.

What technical problems is BYD addressing in Kinematic state estimation algorithms?

Inconsistent cross-sensor vehicle coordination

(116)evidences

Inability to maintain safe separation from obstacles during dynamic maneuvers. Resolving this prevents collisions and ensures operational continuity in complex environments.

Inaccurate vehicle parameter estimation

(34)evidences

Variations in vehicle wheelbase and load distribution cause errors in kinematic state calculations. Resolving these uncertainties prevents control system instability and improves trajectory prediction accuracy.

Unreliable road surface characterization

(24)evidences

Inaccurate assessment of the interface between the vehicle and the ground leads to control failures. Precise identification of surface friction prevents loss of vehicle stability.