insfilterasync for smartphone pose estimation without GPS
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Hi, there! I am using inertial sensors on smartphones to estimate their pose and trajectories. Although there is a tutorial about orientation estimation (e.g., insfiltersync), the pose estimation is not available with smartphones without GPS. Does anyone have such tutorials? Thanks!
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Brian Fanous
2021년 8월 24일
I'd like to be sure I understand what you are trying to do. Do you want to estimate pose (orientation and position) based only on IMU data? Is that correct? Generally that's not feasible with low cost MEMS IMUs you'd find in a phone because of sensor biases.
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Brian Fanous
2021년 8월 26일
I can’t offer you a suggestion as to how to proceed. If you plan to double integrate the accelerometer signal to determine position, your accelerometer bias will also double integrate and cause the error in your position estimate to increase quadratically over time.
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