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Background Decorative

AI Enabled

Our Sensor Platform - Unleash Innovation

Our platform utilises low-complexity AI algorithms that can be run on embedded devices, enabling edge AI and autonomous operation with minimal human intervention.

By leveraging AI and advanced signal processing, we can detect changes in signal signatures influenced by environmental factors in under one minute.

Once installed, the system learns the normal operating environment and raises alarms if any changes are detected.

The technology is able to predict and detect hazards precisely by estimating the source location.

The next generation will utilise Channel State Information (CSI) language models to make our technology environment agnostic.

Papers Related to Ginigai Technology

Q. Deng, X. Ni, B. Zou, J. Li, D. Mishra and A. Seneviratne, "AI-Enabled Wireless Sensing for Temperature Monitoring of Cold Storage Facilities," in Proc. IEEE ICC, Montreal, Canada, June 2025, pp. 1-6.
J. Li, A. Sharma, D. Mishra, L. Ascone, and Aruna Seneviratne, "WiFi Sensing Based Fire Detection System for Vehicular Tunnels," in Proc. IEEE GLOBECOM, Cape Town, December 2024, DOI: 10.1109/GLOBECOM52923.2024.10901736
J. Li, K. Yingchanakiate, D. Mishra, and A. Seneviratne, "Thermal Source Localization Using WiFi Sensing," in Proc. IEEE GLOBECOM, Cape Town, December 2024, DOI: 10.1109/GLOBECOM52923.2024.10901444
J. Li, A. Sharma, Y. Deng, D. Mishra, H. Wijetilaka, and A. Seneviratne, "Envision: An AI-Driven Wireless Sensing Technology for Cargo Ship Fire Detection," LOGMS, Hamburg, August 2024.
Y. Deng, J. Xie, C. Liu, X. Men, D. Mishra, and A. Seneviratne, "WiFi Sensing Based Textile Wetness Monitoring," in Proc. IEEE ICC, Denver, June 2024, DOI: 10.1109/ICC51166.2024.10622873
Y. Deng, D. Mishra, S. Atakaramians, and A. Seneviratne, "Smart CSI Processing For Accurate Commodity WiFi-based Humidity Sensing," ICASSP SUPER-CLAM Workshop, Seoul, April 2024, DOI: 10.1109/ICASSPW62465.2024.10626905
Y. Deng, J. Zeng, D. Mishra, and A. Seneviratne, "Feasibility of Wind Speed Detection Using WiFi Sensing," in IEEE GLOBECOM Workshop, Kuala Lumpur, December 2023, DOI: 10.1109/GCWkshps58843.2023.10465224
T. V. Nguyen, J. Li, D. Mishra, A. Seneviratne, "Frequency-Sensitive Soil Moisture Profiling Using WiFi Sensing," EuCNC & 6G Summit, Gothenburg, June 2023, DOI: 10.1109/EuCNC/6GSummit58263.2023.10188284
J. Li, A. Sharma, D. Mishra, and A. Seneviratne, "Thermal Profiling by WiFi Sensing in IoT Networks," IEEE GLOBECOM, Madrid, December 2021, DOI: 10.1109/GLOBECOM46510.2021.9686022