Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: 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,  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. Hover, due to its low contact pressure, sudden jumps and drops, which are called "outliers," are often observed in the sensed heart rate, so  also developed a simple outlier rejection technique. By an experiment using five male subjects (4 sets per subject),  confirmed the MA cancellation and outlier rejection capabilities.
['Takunori Shimazaki', 'Shinsuke Hara', 'Hiroyuki Okuhata', 'H. Nakamura', 'Takashi Kawabata']
I am writing a research paper on a idea Motion artifact cancellation and outlier rejection for clip-type ppg-based heart rate sensor
[{"from": "human", "value": "I am writing a research paper on a idea Motion artifact cancellation and outlier rejection for clip-type ppg-based heart rate sensor"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: 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,  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. Hover, due to its low contact pressure, sudden jumps and drops, which are called \"outliers,\" are often observed in the sensed heart rate, so  also developed a simple outlier rejection technique. By an experiment using five male subjects (4 sets per subject),  confirmed the MA cancellation and outlier rejection capabilities."}]