4.6 Article

Channel Sounding and Scene Classification of Indoor 6G Millimeter Wave Channel Based on Machine Learning

Related references

Note: Only part of the references are listed.
Article Computer Science, Artificial Intelligence

Fingerprinting-assisted UWB-based localization technique for complex indoor environments

Sandra Djosic et al.

Summary: This paper presents a novel hybrid method that combines trilateration and fingerprinting techniques to achieve cost-effective UWB-based localization in complex indoor environments. The method achieves centimeter-level localization accuracy and has been validated through extensive indoor measurements, demonstrating its effectiveness in real-world conditions.

EXPERT SYSTEMS WITH APPLICATIONS (2021)

Article Engineering, Electrical & Electronic

Data-Driven Deep Learning to Design Pilot and Channel Estimator for Massive MIMO

Xisuo Ma et al.

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY (2020)

Article Engineering, Electrical & Electronic

Machine Learning-Based Channel Prediction in Massive MIMO With Channel Aging

Jide Yuan et al.

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS (2020)

Article Computer Science, Hardware & Architecture

MAP-BASED MILLIMETER-WAVE CHANNEL MODELS: AN OVERVIEW, DATA FOR B5G EVALUATION AND MACHINE LEARNING

Yeon-Geun Lim et al.

IEEE WIRELESS COMMUNICATIONS (2020)

Article Computer Science, Information Systems

Wireless Channel Propagation Scenarios Identification: A Perspective of Machine Learning

Jiachi Zhang et al.

IEEE ACCESS (2020)

Article Engineering, Electrical & Electronic

Deep Learning for Fading Channel Prediction

Wei Jiang et al.

IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY (2020)

Article Computer Science, Information Systems

Wireless Communications and Applications Above 100 GHz: Opportunities and Challenges for 6G and Beyond

Theodore S. Rappaport et al.

IEEE ACCESS (2019)

Article Telecommunications

Wideband Millimeter-Wave Channel Characterization in an Open Office at 26 GHz

Xiongwen Zhao et al.

WIRELESS PERSONAL COMMUNICATIONS (2017)

Article Engineering, Electrical & Electronic

Channel sounding and indoor radio channel characteristics in the W-band

Maria-Teresa Martinez-Ingles et al.

EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING (2016)

Article Computer Science, Information Systems

Smart Channel Sounder for 5G IoT: From Wireless Big Data to Active Communication

Xuhong Chen et al.

IEEE ACCESS (2016)

Article Computer Science, Information Systems

A survey of millimeter wave communications (mmWave) for 5G: opportunities and challenges

Yong Niu et al.

WIRELESS NETWORKS (2015)

Article Engineering, Electrical & Electronic

The Relevance Vector Machine Applied to the Modeling of Wireless Channels

Joao A. Cal-Braz et al.

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION (2013)

Article Engineering, Electrical & Electronic

Optical Gain and Laser Characteristics of InGaN Quantum Wells on Ternary InGaN Substrates

Jing Zhang et al.

IEEE PHOTONICS JOURNAL (2013)

Article Engineering, Electrical & Electronic

A fingerprinting-based indoor localization system using intensity modulation of light emitting diodes

Jayakorn Vongkulbhisal et al.

MICROWAVE AND OPTICAL TECHNOLOGY LETTERS (2012)

Article Engineering, Electrical & Electronic

Experimental Demonstration of an Impairment Aware Network Planning and Operation Tool for Transparent/Translucent Optical Networks

Siamak Azodolmolky et al.

JOURNAL OF LIGHTWAVE TECHNOLOGY (2011)

Article Engineering, Electrical & Electronic

A Wideband Frequency-Domain Channel-Sounding System and Delay-Spread Measurements at the License-Free 57-to 64-GHz Band

Andreas G. Siamarou et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2010)

Article Physics, Applied

Fabrication of organic light-emitting diode pixels by laser-assisted forward transfer

Romain Fardel et al.

APPLIED PHYSICS LETTERS (2007)

Article Engineering, Electrical & Electronic

Subspace analysis of indoor UWB channels

AM Hayar et al.

EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING (2005)