Smart Factory & Industrial IoT
Reconfigurable mmWave coverage in dynamic non-line-of-sight environments.
Factory floors are among the most hostile environments for high-frequency wireless. Metal machinery creates dense multipath; moving AGVs and operators continuously disrupt line-of-sight; production line changes happen on a weekly or even daily basis, demanding coverage that adapts faster than infrastructure can be re-installed. Conventional Wi-Fi struggles. Private 5G is improving but expensive. We're building AI-controlled reconfigurable antenna systems specifically for these conditions, with pinching-antenna waveguides embedded into ceiling rails as a flagship form factor.
The Wireless Pain Point in Manufacturing
Industry 4.0 promised connected machines—and machines have indeed become connected. But the connection layer remains fragile. A typical automotive assembly line has hundreds of programmable logic controllers, AGVs, robotic arms, and quality-inspection cameras, all needing low-latency, deterministic wireless connections. Today's deployments rely on a mix of Wi-Fi 6, private 5G, and wired Ethernet—each with limitations. mmWave bands offer the bandwidth and latency manufacturers need, but coverage is fragile in metal-rich environments.
Why Reconfigurable Antennas Matter Here
A factory's electromagnetic environment changes when a single forklift moves. Static antenna deployments cannot keep up. Reconfigurable systems—where radiation points can be activated, deactivated, or relocated in real time—match the dynamics of the environment they serve. AI control closes the loop: sensors and channel measurements feed into neural agents that decide which antenna elements should be active and how beams should be shaped at any given moment.
The Ceiling-Rail Form Factor
Our preferred deployment topology embeds dielectric waveguides into existing ceiling-rail infrastructure—the same kind that carries lighting and cabling in modern factories. Pinches travel along these rails, activated where coverage is needed. This dramatically reduces installation complexity: no new conduit, no new power runs, no new ceiling penetrations. Combined with AI-driven activation policies, the system delivers adaptive coverage with infrastructure that's already in place.
Engagement Models
We work with factory operators and system integrators in three modes: (i) pilot deployments in specific production cells, validating coverage and reliability against existing benchmarks; (ii) joint development with automation suppliers to integrate our antennas into their broader Industry 4.0 platforms; (iii) custom design services for specific factory environments with unusual constraints—high-temperature zones, EMC-sensitive areas, clean rooms.
- [1]3GPP TR 22.804 (2020). Study on Communication for Automation in Vertical Domains.
- [2]Brown, J. R., et al. (2024). Private 5G in Manufacturing: A Comprehensive Survey. IEEE Communications Surveys & Tutorials, 26(2).
- [3]IEC 62443 (2020). Industrial Communication Networks – Network and System Security.
- [4]Wollschlaeger, M., Sauter, T., & Jasperneite, J. (2017). The Future of Industrial Communication. IEEE Industrial Electronics Magazine, 11(1), 17–27.