blue beacon rssi 指纹室内定位数据集

数据集是开展实验的基础，搜集并分享。如果你有关于室内定位的问题，请联系博主。

name	dateset	paper	comment
BLEBeacon: A Real-Subject Trial Dataset from Mobile Bluetooth Low Energy Beacons	https://github.com/dimisik/BLEBeacon-Dataset	https://arxiv.org/pdf/1802.08782.pdf
Position-Annotated-BLE-RSSI-Dataset	https://www.kaggle.com/datasets/philotuxo/positionannotatedblerssidataset	https://www.kaggle.com/datasets/philotuxo/positionannotatedblerssidataset/code
BLE RSSI Dataset for Indoor localization		https://www.kaggle.com/datasets/mehdimka/ble-rssi-dataset	有代码，各种数据集
微软kaggle		https://www.kaggle.com/competitions/indoor-location-navigation
贝叶斯	https://github.com/dennishnf/indoor-location-using-naive-bayes
指纹		https://github.com/alhomayani/oversampling_ble_fingerprints
Memoryless Techniques and Wireless Technologies for Indoor Localization with the Internet of Things	https://paperswithcode.com/paper/memoryless-techniques-and-wireless	https://paperswithcode.com/paper/memoryless-techniques-and-wireless	近年来，物联网 （IoT） 已经发展到包括通过使用室内定位系统 （IPS） 和基于位置的服务 （LBS） 来跟踪设备。在设计 IPS 时，一种流行的方法是使用无线网络从具有预定位置的设备计算目标的大致位置。在许多智能建筑应用中，LBS对于开发高效的工作空间是必不可少的。在本文中，我们研究了两种无记忆定位技术，即K-最近邻（KNN）和朴素贝叶斯，并在准确性、精度和复杂度方面将它们与简单的三边测量进行了比较。我们通过使用三种流行的物联网无线技术对这些技术进行了全面分析：Zigbee、低功耗蓝牙 （BLE） 和 WiFi（2.4 GHz 频段），以及三个实验场景，以在多个环境中验证结果。根据实验结果，KNN是最准确、最精确的定位技术。所有实验的RSSI数据集均可在线获取。
Semi-supervised Deep Reinforcement Learning in Support of IoT and Smart City Services	https://www.kaggle.com/datasets/mehdimka/ble-rssi-dataset	https://github.com/nikola310/indoor-localization
BLE beacon fingerprint at a university basement and house scenarios for room-level positioning system - Techinical University of CartagenaBLE信标指纹在大学地下室和房屋场景中的应用-卡塔赫纳理工大学	https://zenodo.org/records/4783076	4783076.zip	没有坐标
BLE RSSI Database for Analyzing Routines of Community-Dwelling Older Adults用于分析社区老年人日常活动的BLE RSSI数据库	https://zenodo.org/records/10080945
nature data	https://www.nature.com/articles/sdata2018168	https://www.kaggle.com/datasets/byrnoo/ble-accelerometer-indoor-localisation-measurements
Outdoor fingerprint localization with BLE beacons	https://zenodo.org/records/7464488	https://log-a-tec.eu/datasets-ble.html
BLE RSS dataset for fingerprinting radio map calibration	https://zenodo.org/records/5457591	https://www.mdpi.com/1424-8220/21/18/6270

kaggle有代码