Unsupervised machine learning for networking: Techniques, applications and research challenges
While machine learning and artificial intelligence have long been applied in networking
research, the bulk of such works has focused on supervised learning. Recently, there has …
research, the bulk of such works has focused on supervised learning. Recently, there has …
Infrastructure Wi-Fi for connected autonomous vehicle positioning: A review of the state-of-the-art
In order to realize intelligent vehicular transport networks and self driving cars, connected
autonomous vehicles (CAVs) are required to be able to estimate their position to the nearest …
autonomous vehicles (CAVs) are required to be able to estimate their position to the nearest …
Experiment of indoor position presumption based on RSSI of Bluetooth LE beacon
Real-time indoor location estimation needs multiple signals from different sources. To
ensure accuracy of estimation, adopting Bluetooth Low Energy (LE) beacon devices as …
ensure accuracy of estimation, adopting Bluetooth Low Energy (LE) beacon devices as …
Introducing a decision tree-based indoor positioning technique
J Yim - Expert Systems with Applications, 2008 - Elsevier
Positioning a user is an essential ingredient of a location-based system. For the outdoor
positioning, GPS is practically used. For the indoor positioning, Active Badge, BAT, Cricket …
positioning, GPS is practically used. For the indoor positioning, Active Badge, BAT, Cricket …
Performance Analysis of QoS in MANET based on IEEE 802.11 b
Ad hoc wireless networks have gained worldwide attention from both academic groups and
individual consumers in recent years. There are many very tiny autonomous networking …
individual consumers in recent years. There are many very tiny autonomous networking …
Extended Kalman filter for wireless LAN based indoor positioning
A WLAN (Wireless Local Area Network) based Extended Kalman Filter (EKF) method for
indoor positioning is introduced in this paper. WLAN based indoor positioning is more …
indoor positioning is introduced in this paper. WLAN based indoor positioning is more …
Feature adaptive online sequential extreme learning machine for lifelong indoor localization
Wi-Fi-based indoor localization with high capability and feasibility needs to implement
lifelong online learning mechanism. However, the characteristic of Wi-Fi is wide variability …
lifelong online learning mechanism. However, the characteristic of Wi-Fi is wide variability …
Clustering-based location in wireless networks
In this paper, we propose a three-phase methodology (measurement, calibration and
estimation) for locating mobile stations (MS) in an indoor environment using wireless …
estimation) for locating mobile stations (MS) in an indoor environment using wireless …
Global map matching using BLE beacons for indoor route and stay estimation
D Yamamoto, R Tanaka, S Kajioka, H Matsuo… - Proceedings of the 26th …, 2018 - dl.acm.org
Recently, location service using Bluetooth Low-Energy (BLE) beacon is gaining popularity.
There also exist researches that estimate the route of the user from the location estimation …
There also exist researches that estimate the route of the user from the location estimation …