Advanced Spatial Filtering for Enhanced Electrical Signal Measurement

An innovative system and method for measuring electrical signals, such as ECG waveforms, using a wearable device with dynamically adjusted measurement electrodes and advanced noise reduction techniques to improve signal quality and accuracy.

The original patent, 'Systems and methods of spatial filtering for measuring electrical signals,' introduced a method for measuring electrical signals using a wearable device with multiple measurement electrodes. However, the original patent had limitations in terms of noise interference and signal quality. The new inventive concept addresses these limitations by introducing dynamic electrode connectivity adjustment, machine learning-based noise pattern correction, and noise-weighted averaging algorithms to significantly enhance signal quality and accuracy.

The new inventive concept comprises a wearable device with a plurality of measurement electrodes and a controller. The controller dynamically adjusts the connectivity of the measurement electrodes based on real-time noise level analysis to optimize signal quality. Additionally, the wearable device applies machine learning algorithms to identify and correct noise patterns in the obtained signals. A noise reduction module selectively applies signal processing techniques to measurement electrodes based on their noise levels. Furthermore, the controller adjusts the sampling rate of the measurement electrodes based on their noise levels to optimize signal quality. The new inventive concept also introduces a noise-weighted averaging algorithm to generate an electrocardiogram (ECG) waveform from the obtained signals.

The new claims introduce a novel approach to spatial filtering by dynamically adjusting electrode connectivity and applying advanced noise reduction techniques, which are not present in the original patent. The inventive step lies in the combination of these techniques to achieve significantly improved signal quality and accuracy.

Alternative embodiments of the inventive concept could include using different types of wearable devices, such as smartwatches or fitness trackers, or incorporating additional sensors to further enhance signal quality. Variations could also include using different machine learning algorithms or signal processing techniques to correct noise patterns.

The new inventive concept has significant commercial potential in the healthcare and fitness industries, where accurate and reliable electrical signal measurement is crucial. The advanced spatial filtering technology could be integrated into various wearable devices, enabling users to monitor their health and wellness more effectively.