title: Motion artifact cancellation and outlier rejection for clip-type ppg-based heart rate sensor.
abstract: Heart rate sensing can be used to not only understand exercise intensity but also detect life-critical condition during sports activities. To reduce stress during exercise and attach heart rate sensor easily, we developed a clip-type photoplethysmography (PPG)-based heart rate sensor. The sensor can be attached just by hanging it to the waist part of undershorts, and furthermore, it employs the motion artifact (MA) cancellation technique. However, due to its low contact pressure, sudden jumps and drops, which are called "outliers," are often observed in the sensed heart rate, so we also developed a simple outlier rejection technique. By an experiment using five male subjects (4 sets per subject), we confirmed the MA cancellation and outlier rejection capabilities.
authors.forename: Takunori
authors.initials: T
authors.lastname: Shimazaki
authors.forename: Shinsuke
authors.initials: S
authors.lastname: Hara
authors.forename: Hiroyuki
authors.initials: H
authors.lastname: Okuhata
authors.forename: Hajime
authors.initials: H
authors.lastname: Nakamura
authors.forename: Takashi
authors.initials: T
authors.lastname: Kawabata
mesh_terms: D000465:Algorithms; D016477:Artifacts; D015444:Exercise / Q000502:physiology; D006339:Heart Rate / Q000502:physiology*; D006801:Humans; D008297:Male; D009038:Motion; D017156:Photoplethysmography / Q000295:instrumentation* / Q000379:methods*; D012815:Signal Processing, Computer-Assisted