Emergency Response Person Localization and Vital Sign Estimation Using a Semi-Autonomous Robot Mounted SFCW Radar

05/25/2023
by   Christian A. Schroth, et al.
0

The large number and scale of natural and man-made disasters have led to an urgent demand for technologies that enhance the safety and efficiency of search and rescue teams. Semi-autonomous rescue robots are beneficial, especially when searching inaccessible terrains, or dangerous environments, such as collapsed infrastructures. For search and rescue missions in degraded visual conditions or non-line of sight scenarios, radar-based approaches may contribute to acquire valuable, and otherwise unavailable information. This article presents a complete signal processing chain for radar-based multi-person detection, 2D-MUSIC localization and breathing frequency estimation. The proposed method shows promising results on a challenging emergency response dataset that we collected using a semi-autonomous robot equipped with a commercially available through-wall radar system. The dataset is composed of 62 scenarios of various difficulty levels with up to five persons captured in different postures, angles and ranges including wooden and stone obstacles that block the radar line of sight. Ground truth data for reference locations, respiration, electrocardiogram, and acceleration signals are included. The full emergency response benchmark data set as well as all codes to reproduce our results, are publicly available at https://doi.org/10.21227/4bzd-jm32.

READ FULL TEXT

page 1

page 7

research
07/15/2023

Radar Odometry for Autonomous Ground Vehicles: A Survey of Methods and Datasets

Radar odometry has been gaining attention in the last decade. It stands ...
research
02/09/2021

RODNet: A Real-Time Radar Object Detection Network Cross-Supervised by Camera-Radar Fused Object 3D Localization

Various autonomous or assisted driving strategies have been facilitated ...
research
05/10/2020

Radar-on-Lidar: metric radar localization on prior lidar maps

Radar and lidar, provided by two different range sensors, each has pros ...
research
04/11/2020

Probabilistic Orientated Object Detection in Automotive Radar

Autonomous radar has been an integral part of advanced driver assistance...
research
10/06/2021

Large-Scale Topological Radar Localization Using Learned Descriptors

In this work, we propose a method for large-scale topological localizati...
research
12/03/2022

Eulerian Phase-based Motion Magnification for High-Fidelity Vital Sign Estimation with Radar in Clinical Settings

Efficient and accurate detection of subtle motion generated from small o...
research
03/14/2023

Subspace Perturbation Analysis for Data-Driven Radar Target Localization

Recent works exploring data-driven approaches to classical problems in a...

Please sign up or login with your details

Forgot password? Click here to reset