A Metalens-based Bicycle Safety Reflector for Autonomous Vehicle Radars
Abstract
With the rising number of interactions between autonomous or sensor-assisted vehicles -- especially in poor weather conditions -- come the need and opportunity for a new class of bicycle safety reflectors designed to enhance cyclist visibility to radars. To this effect, the first retrodirective planar metalens-based tag operating in the millimeter-wave automotive frequency range is proposed. The compact, lightweight () design consists of two layers: a metalens layer and a patch antenna pixel layer. The metalens focuses incoming plane waves from different incidence angles onto corresponding patch antenna pixels on the second layer, which re-radiate the signal back through the metalens, enabling retrodirective operation. The proposed tag was thoroughly evaluated, demonstrating reliable detection beyond 70 m and a peak monostatic radar cross section (RCS) of with stable retrodirectivity over , providing an average gain improvement of and an RCS enhancement of relative to a lens-less reference. A realistic deployment scenario on a metallic bicycle demonstrated up to a 110x improvement in its detectability at broadside. These results highlight the potential of the proposed passive tag to operate as a low-cost, lightweight, and easily integrable bicycle safety reflector for next-generation autonomous vehicle radar systems.
Keywords
Cite
@article{arxiv.2605.22659,
title = {A Metalens-based Bicycle Safety Reflector for Autonomous Vehicle Radars},
author = {Sepideh Ghasemi and Jimmy Hester and Aline Eid},
journal= {arXiv preprint arXiv:2605.22659},
year = {2026}
}