3D detection of flying insects from a millimeter-wave radar imaging system
• 3D motion of bumblebees is tracked by using a millimeter-wave radar imaging system. • Bumblebees are detected by a single millimeter-wave radar imaging system during a cumulative duration of 5.2 min within a 1.5 m 3 region limited by a polyester net. • Tracking volume is tripled when three radar imaging systems are used. Studying the movement patterns of small flying insects, such as pollinators, is a major challenge in biology. Here we introduce an original approach to track the 3D motion of flying insects using a millimeter-wave radar imaging system. 3D images are obtained from the beam scanning of a Frequency-Modulated Continuous-Wave and Single-Input Multiple-Output radar operating at 77 GHz. We derive the flight trajectory of insects and mitigate the electromagnetic clutter from the 3D radar images. To illustrate our approach, 3D flights of isolated bumblebees are radar tracked in a limited volume during 5.2 minutes with a time resolution of 60ms . The radar tracks are compared with video recordings for validation purpose. The tracking volume of an insect using a single radar is estimated at 5.3 m 3 , and we show that the volume can be tripled when three radar imaging systems are deployed. Finally, we discuss how our new radar-based technique can be extended to track a broad diversity of small flying animals at different spatial scales and simultaneously in the lab and in the field.
Authors
- Dominique Henry (ORCID: https://orcid.org/0000-0002-6016-140X)
- H. Aubert (ORCID: https://orcid.org/0000-0002-6113-0648)
- Mathieu Lihoreau (ORCID: https://orcid.org/0000-0002-2463-2040)
- Etienne Dedic (ORCID: https://orcid.org/0000-0002-1414-019X)
Institutions
- Centre National de la Recherche Scientifique (FR)
- Université Fédérale de Toulouse Midi-Pyrénées (FR)
- Laboratoire d'Analyse et d'Architecture des Systèmes (FR)
- Centre de Recherches sur la Cognition Animale (FR)
- Toulouse Mathematics Institute (FR)
Publication Details
- Journal
- Computers and Electronics in Agriculture
- Published
- 2024-08-26
- DOI
- https://doi.org/10.1016/j.compag.2024.109357
- Citations
- 3
- Primary Topic
- Insect and Arachnid Ecology and Behavior
- Type
- article
- Field-Weighted Citation Impact
- 1.65
Funders
- European Resuscitation Council
- Deutsche Forschungsgemeinschaft
- Agence Nationale de la Recherche
- Deutsche Dystonie Gesellschaft
- European Research Council