Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Gait analysis involves analyzing data from body-mounted sensors in order to detect various ailments or aging. Prior work has utilized the accelerometers on Smartphones to collect gait data but required subjects to firmly attach the phones to their torsos, hip or other body parts. In real life, subjects prefer to place their phones in various pockets or bags, may ar loose or tight clothes which have been found to affect the quality of the accelerometer data gathered. ,  report on factorial experiments to investigate what naturalistic factors affect accelerometer data gathered from unattached Smartphones. For a female subject,  found that the most impactful factor was aring hard vs soft shoes. For a male subject, the most impactful factor was whether the phone was carried in an attache case or not. Overall,  also found that none of the factors investigated produced an overwhelming response, which suggests that high-fidelity health assessments of various ailments could possibly be performed using gait data gathered in naturalistic settings (no need to attach smartphone precisely on subjects).
['Zachary Arnold', 'Danielle Larose', 'Emmanuel Agu']
I am writing a research paper on a idea A factorial experiment to investigate naturalistic factors affecting smartphone gait analysis
[{"from": "human", "value": "I am writing a research paper on a idea A factorial experiment to investigate naturalistic factors affecting smartphone gait analysis"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Gait analysis involves analyzing data from body-mounted sensors in order to detect various ailments or aging. Prior work has utilized the accelerometers on Smartphones to collect gait data but required subjects to firmly attach the phones to their torsos, hip or other body parts. In real life, subjects prefer to place their phones in various pockets or bags, may ar loose or tight clothes which have been found to affect the quality of the accelerometer data gathered. ,  report on factorial experiments to investigate what naturalistic factors affect accelerometer data gathered from unattached Smartphones. For a female subject,  found that the most impactful factor was aring hard vs soft shoes. For a male subject, the most impactful factor was whether the phone was carried in an attache case or not. Overall,  also found that none of the factors investigated produced an overwhelming response, which suggests that high-fidelity health assessments of various ailments could possibly be performed using gait data gathered in naturalistic settings (no need to attach smartphone precisely on subjects)."}]