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Localization System In Gps-Denied Environments Using Radar And Imu Measurements: Application To A Smart White Cane

2019 18TH EUROPEAN CONTROL CONFERENCE (ECC)(2019)

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Abstract
This paper presents the development of a localization system in GPS-denied environments using an Inertial Measurement Unit (IMU) and a Pulse-Doppler radar. A ground speed estimation from radar measurements is first proposed. This estimation is combined with noisy measurements from an IMU in a Luenberger observer, allowing accurate dead-reckoning. The methodology proposed provides short-term position of the sensors embedded in a white cane, the ultimate goal being obstacle detection through the computation of a model of the surroundings. The results show that this solution gives an error growth rate of the position estimation of 0.026m/s, which is a hundred times better than the one obtained with the naive double integration of the accelerometer data.
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Key words
ground speed estimation,radar measurements,noisy measurements,accurate dead-reckoning,short-term position,position estimation,localization system,GPS-denied environments,IMU measurements,smart white cane,Inertial Measurement Unit,Pulse-Doppler radar,velocity 0.026 m/s
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