PSOSVRPos: WiFi indoor positioning using SVR optimized by PSO

J Bi, M Zhao, G Yao, H Cao, Y Feng, H Jiang… - Expert Systems with …, 2023 - Elsevier
Wireless fidelity (WiFi) indoor positioning has attracted the attention of thousands of
researchers. It faces many challenges, and the primary problem is the low positioning …

Fidora: Robust WiFi-based indoor localization via unsupervised domain adaptation

X Chen, H Li, C Zhou, X Liu, D Wu… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Emerging Internet of Things (IoT) applications, such as cashier-less shopping, mobile ads
targeting, and geo-based augmented reality (AR), are expected to bring us much more …

Comprehensive analysis of applied machine learning in indoor positioning based on wi-fi: An extended systematic review

V Bellavista-Parent, J Torres-Sospedra… - Sensors, 2022 - mdpi.com
Nowadays, there are a multitude of solutions for indoor positioning, as opposed to standards
for outdoor positioning such as GPS. Among the different existing studies on indoor …

Wepos: Weak-supervised indoor positioning with unlabeled wifi for on-demand delivery

B Guo, W Zuo, S Wang, W Lyu, Z Hong, Y Ding… - Proceedings of the …, 2022 - dl.acm.org
On-demand delivery is an emerging business in recent years where accurate indoor
locations of Gig couriers play an important role in the order dispatch and delivery process …

Enhancing WiFi fingerprinting localization through a co-teaching approach using crowdsourced sequential RSS and IMU data

Z Xu, B Huang, B Jia, G Mao - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Crowdsourcing dramatically benefits WiFi fingerprinting localization in reducing the costs of
collecting received signal strength (RSS) data during offline site survey and has gained …

Siamese neural encoders for long-term indoor localization with mobile devices

S Tiku, S Pasricha - 2022 Design, Automation & Test in Europe …, 2022 - ieeexplore.ieee.org
WiFi fingerprinting-based indoor localization on smartphones is an emerging application
domain for enhanced positioning and tracking of people and assets within indoor locales …

Rloc: Towards robust indoor localization by quantifying uncertainty

T Zhang, D Zhang, G Wang, Y Li, Y Hu, Q Sun… - Proceedings of the …, 2024 - dl.acm.org
In recent years, decimeter-level accuracy in WiFi indoor localization has become attainable
within controlled environments. However, existing methods encounter challenges in …

Learning to locate: Adaptive fingerprint-based localization with few-shot relation learning in dynamic indoor environments

L Zhang, S Wu, T Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
WiFi fingerprint-based localization has been intensive studies as a promising technology of
ubiquitous location-based services. Two main concerns for its wide spread applications are …

Taming event cameras with bio-inspired architecture and algorithm: A case for drone obstacle avoidance

J Xu, D Li, Z Yang, Y Zhao, H Cao, Y Liu… - Proceedings of the 29th …, 2023 - dl.acm.org
Fast and accurate obstacle avoidance is crucial to drone safety. Yet existing on-board
sensor modules such as frame cameras and radars are ill-suited for doing so due to their …

[PDF][PDF] 基于迁移学习提高WiFi 室内定位中信道状态信息指纹库的鲁棒性

李玉柏, 孙迅 - 电子与信息学报, 2023 - jeit.ac.cn
基于信道状态信息(CSI) 数据的WiFi 指纹可用于室内定位. 与信号强度值(RSSI) 数据相比, CSI
具有更高的数据信息粒度, 并且可以在多个子载波上获得. 当使用CSI 数据进行室内定位时 …