Multi-Sensor Activity Monitoring: Combination of Models with Class-Specific Voting

Multi-Sensor Activity Monitoring: Combination of Models with Class-Specific Voting

This paper presents a multi-sensor model combination system with class-specific voting for physical activity monitoring, which combines multiple classifiers obtained by splicing sensor data from different nodes into new data frames to improve the diversity of model inputs. Data obtained from a weara...

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Bibliographic Details
Main Authors: Lingfei Mo, Lujie Zeng, Shaopeng Liu, Robert X. Gao
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Information
Subjects:
activity monitoring
support vector machine
multi-sensor combination
weighted voting
Online Access:https://www.mdpi.com/2078-2489/10/6/197

Internet

https://www.mdpi.com/2078-2489/10/6/197

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