Tackling climate change with machine learning

D Rolnick, PL Donti, LH Kaack, K Kochanski… - ACM Computing …, 2022 - dl.acm.org
Climate change is one of the greatest challenges facing humanity, and we, as machine
learning (ML) experts, may wonder how we can help. Here we describe how ML can be a …

Recent advances in pedestrian inertial navigation based on smartphone: A review

Q Wang, M Fu, J Wang, H Luo, L Sun, Z Ma… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Indoor location-based service is a hot research topic whose application market size is
expected to grow from 41 billion by 2022 and 58 billion by 2023. As a portable …

Metafi++: Wifi-enabled transformer-based human pose estimation for metaverse avatar simulation

Y Zhou, H Huang, S Yuan, H Zou… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
In the metaverse, digital avatar plays an important role in representing human beings for
various interaction with virtual objects and environments, which puts a high demand on …

Adversarial learning-enabled automatic WiFi indoor radio map construction and adaptation with mobile robot

H Zou, CL Chen, M Li, J Yang, Y Zhou… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Location-based service (LBS) has become an indispensable part of our daily lives.
Realizing accurate LBS in indoor environments is still a challenging task. WiFi fingerprinting …

[HTML][HTML] Mobility prediction using a weighted Markov model based on mobile user classification

M Yan, S Li, CA Chan, Y Shen, Y Yu - Sensors, 2021 - mdpi.com
The vast amounts of mobile communication data collected by mobile operators can provide
important insights regarding epidemic transmission or traffic patterns. By analyzing historical …

Pedestrian dead reckoning based on walking pattern recognition and online magnetic fingerprint trajectory calibration

Q Wang, H Luo, H Xiong, A Men, F Zhao… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
With the explosive development of pervasive computing and the Internet of Things (IoT),
indoor positioning and navigation have attracted immense attention over recent years …

MetaFi: Device-free pose estimation via commodity WiFi for metaverse avatar simulation

J Yang, Y Zhou, H Huang, H Zou… - 2022 IEEE 8th World …, 2022 - ieeexplore.ieee.org
Avatar refers to a representative of a physical user in the virtual world that can engage in
different activities and interact with other objects in metaverse. Simulating the avatar …

Recent advances in pedestrian navigation activity recognition: a review

Q Wang, H Luo, J Wang, L Sun, Z Ma… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Pedestrian navigation activity recognition (PNAR) has a significant impact on positioning
and tracking performance. Smartphone-based PNAR utilizes measurements from sensors …

Accurate indoor positioning using temporal–spatial constraints based on Wi-Fi fine time measurements

W Shao, H Luo, F Zhao, H Tian, S Yan… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
The IEEE 802.11 mc-2016 protocol enables certified devices to obtain precise ranging
information using time-of-flight-based techniques. The ranging error increases in indoor …

Locate the mobile device by enhancing the WiFi-based indoor localization model

M Xue, W Sun, H Yu, H Tang, A Lin… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
Due to the advent and pervasive deployment of wireless local area networks, WiFi-based
indoor localization systems have received increasing attention in the last few years …