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← TechnologyWhich risk increases when Kalman filter sensor fusion estimates in robotics degrade due to unexpected dynamics noise?
A)Encoder drift and integral windup
B)Unstable trajectory tracking behavior✓
C)Increased energy consumption of motors
D)Communication dropout via EtherCAT bus
💡 Explanation
Unstable trajectory tracking happens because the Kalman filter, relying on noisy data and increased process variance, provides incorrect state estimates used in the robot's control loop; therefore, incorrect state feedback causes oscillatory or divergent motion, rather than allowing correct trajectory calculations.
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