Tactile Inspection of Concrete Deterioration in Sewers with Legged Robots

EasyChair Preprint 1271, version 2

Abstract

We present a tactile inspection approach for legged robots which allows for evaluating concrete deterioration in medium to large-sized sewers. The legged robot, to this end, executes a well-defined scratching motion with one limb on the sewer floor. Inertial and Force/Torque sensors implemented in specially designed feet capture the resulting vibration. The data is used with concrete deterioration estimates from professional sewer inspectors to train a support vector machine. We achieved deterioration level estimates within three classes of over 92% accuracy. The dataset, which we recorded during a field test campaign in the sewers of Zurich is made publicly available.

Keyphrases: Autonomous inspection, Field Robotics, Sewer inspection, legged robot

@booklet{EasyChair:1271,
  author    = {Hendrik Kolvenbach and Giorgio Valsecchi and Ruben Grandia and Antoni Ruiz and Fabian Jenelten and Marco Hutter},
  title     = {Tactile Inspection of Concrete Deterioration in Sewers with Legged Robots},
  howpublished = {EasyChair Preprint 1271},
  year      = {EasyChair, 2019}}