학술논문

EEG-Over-BLE: A Low-Latency, Reliable, and Low-Power Architecture for Multichannel EEG Monitoring Systems
Document Type
Periodical
Source
IEEE Transactions on Instrumentation and Measurement IEEE Trans. Instrum. Meas. Instrumentation and Measurement, IEEE Transactions on. 72:1-10 2023
Subject
Power, Energy and Industry Applications
Components, Circuits, Devices and Systems
Electroencephalography
Monitoring
Power demand
Wireless communication
Protocols
Biomedical monitoring
Wireless sensor networks
Bluetooth low energy (BLE)
Chinese remainder theorem (CRT)
electroencephalogram
wireless body sensor network (WBSN)
Language
ISSN
0018-9456
1557-9662
Abstract
Recent enhancements in the field of wireless communication protocols have led to the development of several wearable devices and sensor networks suitable for health monitoring and diagnostic purposes. Nevertheless, new low-power solutions are still needed for enabling long-term, comfortable, and lightweight monitoring systems. This article deals with electroencephalography (EEG)-over-Bluetooth low energy (BLE), a novel architecture for multichannel EEG, characterized by low power consumption. The proposed architecture relies on a low-power analog front-end (AFE) for EEG signals and a system-on-chip (SoC) that supports the Bluetooth 5.0 protocol. Moreover, a near-lossless EEG compression algorithm and a simple channel encoding scheme are introduced in the proposed architecture to reduce energy consumption and improve network performance. Detailed investigations were carried out to evaluate the performance of the proposed architecture. In particular, simulation results and an analytical model on power consumption reported in this article show that, when commercial small-form-factor batteries are used for power supply, the lifetime of a 64-channel EEG-over-BLE monitoring system is over 86 days. Moreover, the proposed architecture is highly reliable, achieving a packet loss rate (PLR) lower than 0.1% and a latency below 35 ms, which is compliant with ISO/IEEE 11073 standard for medical device communications.