District Characteristics Analysis with Regional Garbage Amount Estimation Using Vehicle- Mounted Motion Sensors

Garbage is inextricably linked with our daily lives, and solid waste collection is one of the essential local government services. We investigate a method that estimates regional amounts of garbage using motion sensors mounted on garbage trucks. In this paper, we report the results of our analysis o...

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Bibliographic Details
Main Authors: Kishino, Yasue, Shirai, Yoshinari, Takeuchi, Koh, Mizutani, Shin, Suyama, Takayuki, Naya, Futoshi, Ueda, Naonori
Format: Conference Proceeding
Language:English
Subjects:
Activity recognition
DNN
Motion detection
Multiple regressions
Production
Sensors
Smart cities
Sociology
Waste materials
Waste reduction
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Summary:Garbage is inextricably linked with our daily lives, and solid waste collection is one of the essential local government services. We investigate a method that estimates regional amounts of garbage using motion sensors mounted on garbage trucks. In this paper, we report the results of our analysis of garbage amounts using national census data. By simply mounting motion sensors on garbage trucks and using activity recognition and multiple regression analysis, we were able to obtain significant and illuminating information.
ISSN:2687-8860
DOI:10.1109/ISC255366.2022.9922487