@inproceedings{2dde43bd66df4e56bd27bd8e061448ae,
title = "Real-time adaptive data filtering with multiple sensors for indoor monitoring",
abstract = "This demonstration proposes a scheme that suppresses the data size of a 3D-image sensing network by adaptively filtering low-importance points, such as the points of floors and ceilings when the task is to track pedestrians. The adaptive filter can be dynamically changed to further reduce the amount of data if it is difficult for packets to reach the edge computer. We evaluate the proposed scheme through experiments and demonstrate that it performs better than benchmark schemes in terms of prompt arrival of the data.",
keywords = "3D image sensing, LIDAR, adaptive filtering, sensor network, smart monitoring",
author = "Kuon Akiyama and Ryoichi Shinkuma and Jun Shiomi",
note = "Funding Information: V. ACKNOWLEDGEMENT This work was supported in part by JST PRESTO no. JPMJPR1854, JST SBIR-1 no. JPMJST2151, and JSPS KAK-ENHI no. 21H03427, Japan. The evaluation results were partly obtained from research commissioned by NICT, Japan. Funding Information: This work was supported in part by JST PRESTO no. JPMJPR1854, JST SBIR-1 no. JPMJST2151, and JSPS KAKENHI no. 21H03427, Japan. The evaluation results were partly obtained from research commissioned by NICT, Japan. Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE/IFIP Network Operations and Management Symposium, NOMS 2022 ; Conference date: 25-04-2022 Through 29-04-2022",
year = "2022",
doi = "10.1109/NOMS54207.2022.9789786",
language = "English",
series = "Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2022: Network and Service Management in the Era of Cloudification, Softwarization and Artificial Intelligence, NOMS 2022",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
editor = "Pal Varga and Granville, {Lisandro Zambenedetti} and Alex Galis and Istvan Godor and Noura Limam and Prosper Chemouil and Jerome Francois and Marc-Oliver Pahl",
booktitle = "Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2022",
}