Combining Bioimpedance and EMG Measurements for Reliable Muscle Contraction Detection

TL;DR

This paper presents a combined EMG and bioimpedance measurement system that enhances the reliability of muscle contraction detection by differentiating true signals from mechanical disturbances, suitable for prostheses and interfaces.

Contribution

A novel modular measurement system that synchronously acquires EMG and bioimpedance data, improving muscle contraction detection accuracy over traditional EMG methods.

Findings

Bioimpedance changes of less than 250 ppm are detectable.

The system reliably distinguishes signals from mechanical disturbances.

Enhanced detection of muscle contractions in hand gestures.

Abstract

Objective: Muscle contractions are commonly detected by performing EMG measurements. The major disadvantage of this technique is that mechanical disturbances to the electrodes are in the same frequency and magnitude range as the desired signal. In this work we propose an approach and a realized measurement system to combine EMG and bioimpedance measurements for higher reliabilities of muscle contraction detections. Methods: We propose the development of a modular four-channel measurement system, whereat each channel is capable of acquiring EMG, the bioimpedance magnitude and phase, simultaneously. The modules are synchronized by an additional interface board, which communicates with a PC. A graphical user interface enables to control the bioimpedance excitation current in a range from 100 {\mu}A to 1 mA in a frequency range from 50 kHz to 333 kHz. Results: A system characterization demonstrated that bioimpedance magnitude changes of less than 250 ppm and phase changes below 0.05{\deg} can be detected reliably. Measurements from a subject have shown the timing relationship between EMG and bioimpedance signals as well as their robustness against mechanical disturbances. A measurement of five exemplary hand gestures has demonstrated the increase of usable information for detecting muscle contractions. Conclusion: Bioimpedance measurements of muscles provide useful information about contractions. Furthermore, the usage of a known high-frequency excitation current enables a reliable differentiation between the actual information and disturbances. Significance: By combining EMG and bioimpedance measurements, muscle contractions can be detected much more reliably. This setup can be adopted to prostheses and many other human-computer interfaces.