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Millimeter-Wave Multi-Radar Tracking System Enabled by a Modified GRIN Luneburg Lens for Real-Time Healthcare Monitoring

Mohammad Omid Bagheri, Justin Chow, Josh Visser, Veronica Leong, George Shaker

TL;DR

The paper tackles the challenge of real-time, non-contact healthcare monitoring with wide angular coverage by introducing a Multi-Radar Modified GRIN Luneburg Lens (MMLL). It combines five 58–63 GHz FMCW radar modules arranged around a rod-based, anisotropic GRIN lens to produce multiple fixed high-gain beams without steering, synchronized by a Python-based framework. The design achieves approximately 12 dB realized gain per path and 140° coverage, validated by full-wave simulations and a 10 cm prototype, with fall detection demonstrated in a real environment. The system integrates a back-end fusion engine and a real-time GUI for seamless multi-zone tracking and alerts, offering a compact, low-cost, scalable platform for ambient healthcare and smart environments.

Abstract

Multi-beam radar sensing systems are emerging as powerful tools for non-contact motion tracking and vital-sign monitoring in healthcare environments. This paper presents the design and experimental validation of a synchronized millimeter-wave multi-radar tracking system enhanced by a modified spherical gradient-index (GRIN) Luneburg lens. Five commercial FMCW radar modules operating in the 58--63 GHz band are arranged in a semi-circular configuration around the lens, whose tailored refractive-index profile accommodates bistatic radar modules with co-located transmit (TX) and receive (RX) antennas. The resulting architecture generates multiple fixed high-gain beams with improved angular resolution and minimal mutual interference. Each radar operates independently but is temporally synchronized through a centralized Python-based acquisition framework to enable parallel data collection and low-latency motion tracking. A 10-cm-diameter 3D-printed prototype demonstrates a measured gain enhancement of approximately 12 dB for each module, corresponding to a substantial improvement in detection range. Full-wave simulations and measurements confirm effective non-contact, privacy-preserving short-range human-motion detection across five 28-degree sectors, providing 140-degree total angular coverage. Fall-detection experiments further validate reliable wide-angle performance and continuous spatial tracking. The proposed system offers a compact, low-cost, and scalable platform for millimeter-wave sensing in ambient healthcare and smart-environment applications.

Millimeter-Wave Multi-Radar Tracking System Enabled by a Modified GRIN Luneburg Lens for Real-Time Healthcare Monitoring

TL;DR

The paper tackles the challenge of real-time, non-contact healthcare monitoring with wide angular coverage by introducing a Multi-Radar Modified GRIN Luneburg Lens (MMLL). It combines five 58–63 GHz FMCW radar modules arranged around a rod-based, anisotropic GRIN lens to produce multiple fixed high-gain beams without steering, synchronized by a Python-based framework. The design achieves approximately 12 dB realized gain per path and 140° coverage, validated by full-wave simulations and a 10 cm prototype, with fall detection demonstrated in a real environment. The system integrates a back-end fusion engine and a real-time GUI for seamless multi-zone tracking and alerts, offering a compact, low-cost, scalable platform for ambient healthcare and smart environments.

Abstract

Multi-beam radar sensing systems are emerging as powerful tools for non-contact motion tracking and vital-sign monitoring in healthcare environments. This paper presents the design and experimental validation of a synchronized millimeter-wave multi-radar tracking system enhanced by a modified spherical gradient-index (GRIN) Luneburg lens. Five commercial FMCW radar modules operating in the 58--63 GHz band are arranged in a semi-circular configuration around the lens, whose tailored refractive-index profile accommodates bistatic radar modules with co-located transmit (TX) and receive (RX) antennas. The resulting architecture generates multiple fixed high-gain beams with improved angular resolution and minimal mutual interference. Each radar operates independently but is temporally synchronized through a centralized Python-based acquisition framework to enable parallel data collection and low-latency motion tracking. A 10-cm-diameter 3D-printed prototype demonstrates a measured gain enhancement of approximately 12 dB for each module, corresponding to a substantial improvement in detection range. Full-wave simulations and measurements confirm effective non-contact, privacy-preserving short-range human-motion detection across five 28-degree sectors, providing 140-degree total angular coverage. Fall-detection experiments further validate reliable wide-angle performance and continuous spatial tracking. The proposed system offers a compact, low-cost, and scalable platform for millimeter-wave sensing in ambient healthcare and smart-environment applications.
Paper Structure (13 sections, 8 equations, 12 figures, 1 table, 1 algorithm)

This paper contains 13 sections, 8 equations, 12 figures, 1 table, 1 algorithm.

Figures (12)

  • Figure 1: Configuration of the synchronized multi-radar tracking system for real-time, non-contact healthcare monitoring.
  • Figure 2: (a) illustration of the performance degradation caused by the classical Luneburg permittivity profile when used with multiple bistatic radar modules. (b) Ray-tracing configuration of the required permittivity distribution in the modified Luneburg lens, with five Infineon BGT60TR13C radar modules.
  • Figure 3: (a) Full spherical view of the modified Luneburg lens with a circular ring-based layout for integrating radar modules, highlighting designated regions for beam radiation and radar placement. (b) Cross-sectional view of the lens showing the permittivity distribution tailored for a multi-radar configuration to enable distributed sensing.
  • Figure 4: (a) Conventional permittivity distribution of a Luneburg lens with radius R. (b) 2D cross-section of the modified Luneburg lens in the X–Z plane, illustrating the 180$^\circ$-rotated dual-beam mask configuration—where the dark-blue region represents radar module placement and the green hemisphere indicates the radiation side. (c) Cross-section in the Y–Z plane. (d) Cross-section in the X–Y plane.
  • Figure 5: Fabricated prototype of the modified Luneburg lens integrated with a radar module, with a mm-wave horn antenna connected to a spectrum analyzer for transmitted power measurement.
  • ...and 7 more figures