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GPS and IMU have their own strengths. GPS is a component with relatively accurate measurement, but the update frequency is low, about 10Hz, and it is updated ten times per second. The IMU happens to have a high frequency, but the IMU has errors, and this error will accumulate over time, so we can only use the IMU in a very short time interval. This is how GPS and IMU complement each other. The GPS update is slow, so in a very short period of time, the vehicles we rely on the IMU have data; and the IMU has time accumulation errors, so we can rely on the GPS readings to give the IMU errors to " pull" back. Compared with GPS signals, RTK positioning results become more accurate. |
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