학술논문

Exploiting Passive Beamforming of Smart Speakers to Monitor Human Heartbeat in Real Time
Document Type
Conference
Source
2021 IEEE Global Communications Conference (GLOBECOM) Global Communications Conference, (GLOBECOM) 2021 IEEE. :1-6 Dec, 2021
Subject
Communication, Networking and Broadcast Technologies
Costs
Heart beat
Array signal processing
Prototypes
Electrocardiography
Acoustics
Microphone arrays
Acoustic sensing
Vital sign monitoring
Contactless sensing
Health monitoring
Language
ISSN
2576-6813
Abstract
Currently, cardiac diseases have become one of the biggest health concerns. Existing heartbeat monitoring methods either require dedicated intrusive devices (e.g., ECG devices) that suffer high costs or leverage video camera analyses that are light-sensitive. In this paper, leveraging the acoustic signals sent by a speaker and received by a microphone array, we develop a prototype system to achieve the contactless and low-cost heartbeat monitoring. In particular, while we exploit the passive beamforming to enhance the user's heartbeat signal, we design a filtering method in frequency domain to remove the line-of-sight (LoS) impact and retain the target-reflected signals, and propose a wideband time-delay method to estimate the direction of arrival of target-reflected signal. Thus, our prototype is able to robustly estimate the human heartbeat and push the limit of acoustic sensing range. The experimental results show that our prototype achieves a heart rate monitoring at 1.7 m with the estimation error of 0.5 bpm, which is comparable to ECG or other contact-based solutions.