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1. 1. Radar based tank level measurement using machine learning : Agricultural machines

   University essay from Linköpings universitet/Programvara och system

   Author : Daniel Thorén; [2021]
   Keywords : Machine Learning; Radar; AI; Tank level measurement; Linear Regression; Support Vector Regression; Bagging; Bagged Trees; Bagged Regression Trees; Boosting; Boosted Trees; Boosted Regression Trees; Random Forest; Multi Layer Perceptron Regressor; Neural Networks; Regression; Maskininlärning; Radar; Nivåmätning; Regression;

   Abstract : Agriculture is becoming more dependent on computerized solutions to make thefarmer’s job easier. The big step that many companies are working towards is fullyautonomous vehicles that work the fields. To that end, the equipment fitted to saidvehicles must also adapt and become autonomous. READ MORE