Abstract: Examples provide a system and method for continuous respiratory rate monitoring with greater accuracy and reliability. Sensor data is obtained from a wearable sensor device simultaneously generating both multi-wavelength photoplethysmography (PPG) sensor data as well as inertial measurement unit (IMU) sensor data, such as respiratory body movement data generated by an accelerometer and/or a gyroscope. The system performs signal processing and filtering on the sensor data using a set of rules and threshold(s) to remove Mayer-wave in-band noise, transients, and motion artifacts. PPG-based respiratory rate estimates are generated and combined into a single PPG-based respiratory rate estimate based on the PPG sensor data. IMU-based respiratory rate estimates are generated and combined in parallel using the IMU sensor data to generate a single IMU-based respiratory rate estimate.

Abstract: The present disclosure provides a method for conducting comprehensive chromatography analysis. Broadly, the method comprises separating a sample in a first chromatographic column to generate a primary stream, which is directed toward a non-modulator switching system comprising at least one micro-switch and at least one valve. The non-modulator switching system is continuously operated to: (a) selectively direct a portion of the primary stream to one of a plurality of thermal injectors and accumulating the portion of the primary stream for a predetermined amount of time; (b) inject the portion of the primary stream into one of a plurality of secondary chromatographic columns; (c) detect one or more analytes in a secondary stream exiting the secondary chromatographic column; and repeat (a)-(c) to selectively direct other portions of the primary stream to other thermal injectors and secondary chromatographic columns until all of the analytes in the sample are detected.

Abstract: A rapid flow-through, highly sensitive microfluidic photoionization detector (PID) which is micro-fabricated directly onto a substrate, such as a conductive silicon wafer, is provided. The microfluidic PID has an ionization chamber volume of less than 9 ?L. The microfluidic PID may have a flow through design with a microfluidic channel defines a serpentine pattern on the substrate. The flow through design of the microfluidic PID results in negligible dead volume, thus allowing a shortened response time over existing commercially available designs. Such microfluidic PIDs are particularly useful with gas chromatography (GC), including microGC and multi-dimensional microGC systems. Methods for calibrating PIDs are also provided.

Abstract: A rapid flow-through, highly sensitive microfluidic photoionization detector (PID) which is micro-fabricated directly onto a substrate, such as a conductive silicon wafer, is provided. The microfluidic PID has an ionization chamber volume of less than 9 ?L. The microfluidic PID may have a flow through design with a microfluidic channel defines a serpentine pattern on the substrate. The flow through design of the microfluidic PID results in negligible dead volume, thus allowing a shortened response time over existing commercially available designs. Such microfluidic PIDs are particularly useful with gas chromatography (GC), including microGC and multi-dimensional microGC systems. Methods for calibrating PIDs are also provided.

Abstract: The present disclosure provides a method for conducting comprehensive chromatography analysis. Broadly, the method comprises separating a sample in a first chromatographic column to generate a primary stream, which is directed toward a non-modulator switching system comprising at least one micro-switch and at least one valve. The non-modulator switching system is continuously operated to: (a) selectively direct a portion of the primary stream to one of a plurality of thermal injectors and accumulating the portion of the primary stream for a predetermined amount of time; (b) inject the portion of the primary stream into one of a plurality of secondary chromatographic columns; (c) detect one or more analytes in a secondary stream exiting the secondary chromatographic column; and repeat (a)-(c) to selectively direct other portions of the primary stream to other thermal injectors and secondary chromatographic columns until all of the analytes in the sample are detected.