A tutorial on environment-aware communications via channel knowledge map for 6G
Sixth-generation (6G) mobile communication networks are expected to have dense
infrastructures, large antenna size, wide bandwidth, cost-effective hardware, diversified …
infrastructures, large antenna size, wide bandwidth, cost-effective hardware, diversified …
A meta-review of indoor positioning systems
An accurate and reliable Indoor Positioning System (IPS) applicable to most indoor
scenarios has been sought for many years. The number of technologies, techniques, and …
scenarios has been sought for many years. The number of technologies, techniques, and …
PSOSVRPos: WiFi indoor positioning using SVR optimized by PSO
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 …
researchers. It faces many challenges, and the primary problem is the low positioning …
A survey of smartphone-based indoor positioning system using RF-based wireless technologies
In recent times, social and commercial interests in location-based services (LBS) are
significantly increasing due to the rise in smart devices and technologies. The global …
significantly increasing due to the rise in smart devices and technologies. The global …
Device-free occupancy detection and crowd counting in smart buildings with WiFi-enabled IoT
Precise occupancy information is extremely valuable for energy savings and optimization in
the built environment. Building management systems (BMSs) can automatically turn off the …
the built environment. Building management systems (BMSs) can automatically turn off the …
Receiver design and time of arrival estimation for opportunistic localization with 5G signals
A comprehensive approach for opportunistic navigation with fifth-generation (5G) cellular
signals that exploits the downlink channel is developed. The structure of possible 5G …
signals that exploits the downlink channel is developed. The structure of possible 5G …
Fingerprint augment based on super-resolution for WiFi fingerprint based indoor localization
T Lan, X Wang, Z Chen, J Zhu… - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
WiFi fingerprint based indoor localization has become a key research direction in the field of
indoor localization due to its high positioning accuracy and low equipment deployment cost …
indoor localization due to its high positioning accuracy and low equipment deployment cost …
A soft range limited K-nearest neighbors algorithm for indoor localization enhancement
This paper proposes a soft range limited K-nearest neighbors (SRL-KNNs) localization
fingerprinting algorithm. The conventional KNN determines the neighbors of a user by …
fingerprinting algorithm. The conventional KNN determines the neighbors of a user by …
Towards occupant activity driven smart buildings via WiFi-enabled IoT devices and deep learning
With the unprecedented advancement of Internet of Things (IoT), automatic occupant activity
recognition is becoming realizable for a myriad of emerging applications in smart buildings …
recognition is becoming realizable for a myriad of emerging applications in smart buildings …
Adversarial learning-enabled automatic WiFi indoor radio map construction and adaptation with mobile robot
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 …
Realizing accurate LBS in indoor environments is still a challenging task. WiFi fingerprinting …