Search Results - "Woller, Philipp"

RNN-Aided Human Velocity Estimation from a Single IMU by Feigl, Tobias, Kram, Sebastian, Woller, Philipp, Siddiqui, Ramiz H, Philippsen, Michael, Mutschler, Christopher

“…Pedestrian Dead Reckoning (PDR) uses inertial measurement units (IMUs) and combines velocity and orientation estimates to determine a position. The estimation…”
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A Bidirectional LSTM for Estimating Dynamic Human Velocities from a Single IMU by Feigl, Tobias, Kram, Sebastian, Woller, Philipp, Siddiqui, Ramiz H., Philippsen, Michael, Mutschler, Christopher

“…The main challenge in estimating human velocity from noisy Inertial Measurement Units (IMUs) are the errors that accumulate by integrating noisy accelerometer…”
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Energy-efficient Deployment of Deep Learning Applications on Cortex-M based Microcontrollers using Deep Compression by Deutel, Mark, Woller, Philipp, Mutschler, Christopher, Teich, Jürgen

“…MBMV 26 (2023) 13-24 Large Deep Neural Networks (DNNs) are the backbone of today's artificial intelligence due to their ability to make accurate predictions…”
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