同时人群计数和定位的WiFi CSI

Proceedings of the 22nd International Conference on Distributed Computing and Networking Pub Date : 2020-12-25 DOI:10.1145/3427796.3430000

Hyuckjin Choi, Tomokazu Matsui, Manato Fujimoto, K. Yasumoto

{"title":"同时人群计数和定位的WiFi CSI","authors":"Hyuckjin Choi, Tomokazu Matsui, Manato Fujimoto, K. Yasumoto","doi":"10.1145/3427796.3430000","DOIUrl":null,"url":null,"abstract":"Crowd estimation is considered as an attractive technique for indoor energy saving, route guidance, etc. Generally, crowd estimation consists of crowd density estimation and crowd counting. In vision-based approach of crowd estimation, there are several researches addressing both crowd counting and localization. However, most of sensor or radio-based approaches are focusing on crowd counting only. In this study, we assess the potential of simultaneous crowd counting and localization by using WiFi CSI and machine learning.","PeriodicalId":335477,"journal":{"name":"Proceedings of the 22nd International Conference on Distributed Computing and Networking","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Simultaneous Crowd Counting and Localization by WiFi CSI\",\"authors\":\"Hyuckjin Choi, Tomokazu Matsui, Manato Fujimoto, K. Yasumoto\",\"doi\":\"10.1145/3427796.3430000\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Crowd estimation is considered as an attractive technique for indoor energy saving, route guidance, etc. Generally, crowd estimation consists of crowd density estimation and crowd counting. In vision-based approach of crowd estimation, there are several researches addressing both crowd counting and localization. However, most of sensor or radio-based approaches are focusing on crowd counting only. In this study, we assess the potential of simultaneous crowd counting and localization by using WiFi CSI and machine learning.\",\"PeriodicalId\":335477,\"journal\":{\"name\":\"Proceedings of the 22nd International Conference on Distributed Computing and Networking\",\"volume\":\"16 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-12-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 22nd International Conference on Distributed Computing and Networking\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3427796.3430000\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 22nd International Conference on Distributed Computing and Networking","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3427796.3430000","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 1

摘要

人群估计被认为是一种有吸引力的室内节能、路线引导等技术。一般来说，人群估计包括人群密度估计和人群计数。在基于视觉的人群估计方法中，有一些研究同时解决了人群计数和定位问题。然而，大多数基于传感器或无线电的方法只关注人群计数。在本研究中，我们通过使用WiFi CSI和机器学习来评估同时进行人群计数和定位的潜力。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Simultaneous Crowd Counting and Localization by WiFi CSI

Crowd estimation is considered as an attractive technique for indoor energy saving, route guidance, etc. Generally, crowd estimation consists of crowd density estimation and crowd counting. In vision-based approach of crowd estimation, there are several researches addressing both crowd counting and localization. However, most of sensor or radio-based approaches are focusing on crowd counting only. In this study, we assess the potential of simultaneous crowd counting and localization by using WiFi CSI and machine learning.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Proceedings of the 22nd International Conference on Distributed Computing and Networking

自引率

0.00%

发文量