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[HTML][HTML] Positioning in 5G and 6G networks—A survey
Determining the position of ourselves or our assets has always been important to humans.
Technology has helped us, from sextants to outdoor global positioning systems, but real …
Technology has helped us, from sextants to outdoor global positioning systems, but real …
Localization as a key enabler of 6G wireless systems: A comprehensive survey and an outlook
When fully implemented, sixth generation (6G) wireless systems will constitute intelligent
wireless networks that enable not only ubiquitous communication but also high-accuracy …
wireless networks that enable not only ubiquitous communication but also high-accuracy …
A survey on 5G massive MIMO localization
Massive antenna arrays can be used to meet the requirements of 5G, by exploiting different
spatial signatures of users. This same property can also be harnessed to determine the …
spatial signatures of users. This same property can also be harnessed to determine the …
Intelligent massive MIMO systems for beyond 5G networks: An overview and future trends
Machine learning (ML) which is a subset of artificial intelligence is expected to unlock the
potential of challenging large-scale problems in conventional massive multiple-input …
potential of challenging large-scale problems in conventional massive multiple-input …
An overview on position location: Past, present, future
Prior to the 21st century, positioning technologies had limited applications including air
traffic control, air and sea navigation, satellite communications and related military uses …
traffic control, air and sea navigation, satellite communications and related military uses …
A deep learning approach to position estimation from channel impulse responses
A Niitsoo, T Edelhäußer, E Eberlein, N Hadaschik… - Sensors, 2019 - mdpi.com
Radio-based locating systems allow for a robust and continuous tracking in industrial
environments and are a key enabler for the digitalization of processes in many areas such …
environments and are a key enabler for the digitalization of processes in many areas such …
[PDF][PDF] Weight and Structure Determination Neural Network Aided With Double Pseudoinversion for Diagnosis of Flat Foot.
Deep learning models often have complicated struc-tures with low computational speed and
the requirement of a large amount of storage space, which limits their own practical …
the requirement of a large amount of storage space, which limits their own practical …
[HTML][HTML] Confidence interval estimation for fingerprint-based indoor localization
Fingerprint-based localization methods provide high accuracy location estimation, which
use machine learning algorithms to recognize the statistical patterns of collected data. In …
use machine learning algorithms to recognize the statistical patterns of collected data. In …
Machine-learning assisted outdoor localization via sector-based fog massive MIMO
Gains in area spectral efficiency have been recently demonstrated in networks of large-
antenna arrays by means of fog massive MIMO operation and virtual sector-based …
antenna arrays by means of fog massive MIMO operation and virtual sector-based …
A general-purpose distributed analytic platform based on edge computing and computational intelligence applied on smart grids
Currently, in many data landscapes, the information is distributed across various sources
and presented in diverse formats. This fragmentation can pose a significant challenge to the …
and presented in diverse formats. This fragmentation can pose a significant challenge to the …