Optimal delivery routing in road network with occupancy detection

Shan Yun Teng, Szu Chan Wu, Kun Ta Chuang

研究成果: Conference contribution

摘要

The arise of fast parcel delivery has led to anytime-Anywhere online shopping for everyone. However, due to the unknown of household occupancy, traditional parcel delivery is generally not very effective. Delivery drivers have to arrange redelivery every time when the household is not at home, which is time-consuming. Therefore, we address an important issue on the exploration of optimal delivery routes using household occupancy detection, which leads to a novel routing framework, called DROD. In this paper, we develop a novel routing framework by borrowing the strengths of household occupancy detection from electricity consumption. Our experimental studies on real datasets show that the proposed framework can effectively and efficiently discover optimal delivery routes with precise occupancy detection model.

原文English
主出版物標題Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019
發行者Institute of Electrical and Electronics Engineers Inc.
頁面575-580
頁數6
ISBN(電子)9781728133638
DOIs
出版狀態Published - 2019 六月
事件20th International Conference on Mobile Data Management, MDM 2019 - Hong Kong, Hong Kong
持續時間: 2019 六月 102019 六月 13

出版系列

名字Proceedings - IEEE International Conference on Mobile Data Management
2019-June
ISSN(列印)1551-6245

Conference

Conference20th International Conference on Mobile Data Management, MDM 2019
國家Hong Kong
城市Hong Kong
期間19-06-1019-06-13

All Science Journal Classification (ASJC) codes

  • Engineering(all)

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