5G Enhanced Mobile Broadband Access Networks in Crowded Environments

Project Information

5G-Enhance

Grant agreement ID: 815056

DOI 10.3030/815056

Project closed

EC signature date 19 June 2018

Start date 1 July 2018

End date 31 March 2021

Funded under

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Total cost € 1 498 045,00

EU contribution € 1 498 045,00

Coordinated by

TEKNOLOGIAN TUTKIMUSKESKUS VTT OY
Finland

Deliverables

Documents, reports (12)

Report on algorithms for spectrum measurement and learning

This deliverable reports the algorithms developed for spectrum measurement and learning.

Dissemination report and final event programme

It provides the final report of all partners during the implementation of the project.

Report on algorithms for interference mitigation using dynamic TDD

This deliverable reports the algorithms developed for interference mitigation between local 5G networks deployed by micro operators using dynamic TDD.

Technical Requirements

*Editor is TUAT (JP partner) The technical requirements report includes the requirements and interoperable interface of the 5G-Enhance test architecture.

Report on algorithms for spectrum resource management based on database

* Editor is UEC(JP partner) This deliverable reports the algorithms developed for spectrum resource management.

Report on platform integration and interoperability aspects

This report contains results and lesson learned of the trial platform integration at the different test sites.

Use case pilot planning report

This document will present a plan and scenario of 5G-Enhance use case.

Report on requirements and architecture

This deliverable documents the 5G-Enhance architecture for locally deployed 5G networks by micro operators.

Use cases: detailed specification

This document will present a detailed analysis of the use-cases selected for 5G-Enhance. It will specify requirements and essential properties of the 5G-Enhance solution and thus be a major input for T2.2.

Report on algorithms for multi-connectivity techniques

This deliverable reports the algorithms developed for enhancing multi-connectivity in terms of cells selection and traffic management.

Report on algorithms for link aggregation

* Editor is NICT (JP partner) This deliverable reports the algorithms developed for link aggregation.

Report on requirements of ASNRM architecture

This deliverable documents the requirements of ASNRM architecture.

Websites, patent fillings, videos etc. (1)

Project website

The project website will be opened and the public deliverables will be released in the website.

Publications

Conference proceedings (52)

Utilization of Spectrum Database for Interference Management in Small Cell System based on Monte Carlo Stochastic Constraint

Author(s): Tetsuki Taniguchi, Takeo Fujii
Published in: 2021
Publisher: IEICE

Dynamic Bandwidth Allocation Using Prior Measured CQI Information for Spectrum Sharing in Private Mobile Networks

Author(s): Akihisa Abe, Takeo Fujii
Published in: 2019
Publisher: IEICE Tech

A study on Auto-Regressive modeling of Duty Cycle

Author(s): Kohei Okawa, Hiroki Iwata, Kenta Umebayashi, Janne Lehtomäki, Miguel López-Benítez, Satya Joshi
Published in: vol. 119, no. 109, SR2019-29, pp. 59-64, 2019
Publisher: IEICE Tech

5G and B5G Technologies to Implement Private Operators Supporting High Quality Video Production in Dense User Environments

Author(s): Stanislav Filin, Homare Murakami, Kazuo Ibuka, Hikaru Kawasaki, Kentaro Ishizu, Fumihide Kojima
Published in: 2019 22nd International Symposium on Wireless Personal Multimedia Communications (WPMC), 2019, Page(s) 1-6, ISBN 978-1-7281-5419-0
Publisher: IEEE
DOI: 10.1109/wpmc48795.2019.9096148

A study on evaluation method by smart phone application in WLAN channels

Author(s): Yoshinori Yahiro, Hiroto Ebisawa, Kenta Umebayashi
Published in: IEICE Tech, Issue vol. 119, no. 62, SR2019-19, 2019
Publisher: IEICE Tech

Study on Quick Detection of Video Streaming based on Spectrum Measurement

Author(s): Hiroto Ebisawa, Kenta Umebayashi, Janne Lehtomäki
Published in: 2020
Publisher: IEICE

Interference Management of Small Cell System for Micro Operator Using Spectrum Database and Multiobjective Evolutionary Algorithm under Stochastic Constraint

Author(s): Tetsuki Taniguchi, Takeo Fujii
Published in: 2020
Publisher: ICETC 2020

A Study on Setting of an Energy Detection Threshold with SNR Estimation

Author(s): Hiroki Iwata, Kenta Umebayashi
Published in: 2019
Publisher: IEICE Tech

User and Traffic Allocation in Wireless Single-Tier Dense Networks with Multi-Connectivity

Author(s): Sandrine Boumard
Published in: 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications, 2020, Page(s) 1-6, ISBN 978-1-7281-4490-0
Publisher: IEEE
DOI: 10.1109/pimrc48278.2020.9217385

Radio and Computing Resource Allocation for Minimizing Total Processing Completion Time in Mobile Edge Computing

Author(s): Ryuji Kobayashi, Koichi Adachi
Published in: 2019
Publisher: ICTC2019

Compensation Method of Received Signal Power observed by Smartphone for Crowdsensed Spectrum Database

Author(s): Taiki Matsushima, Takeo Fujii
Published in: 2020
Publisher: APSIPA-ASC 2020

Wireless Powered Mobile Edge Computing System with Opportunistic Binary Offloading

Author(s): Takuya Kobayashi, Koichi Adachi
Published in: 2020
Publisher: IEICE

Interference Management with Beamforming Utilizing Spectrum Database for Micro Operators

Author(s): Tetsuki Taniguchi, Takeo Fujii
Published in: 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), 2020, Page(s) 1-5, ISBN 978-1-7281-9484-4
Publisher: IEEE
DOI: 10.1109/vtc2020-fall49728.2020.9348725

Adaptive Antenna Array with weight and antenna space control

Author(s): Kenta Umebayashi, Yoshimasa Kimoto, Antti Tolli
Published in: 2020 IEEE Wireless Communications and Networking Conference (WCNC), 2020, Page(s) 1-6, ISBN 978-1-7281-3106-1
Publisher: IEEE
DOI: 10.1109/wcnc45663.2020.9120775

A Study on High-Efficiency Energy Detection-Based Spectrum Measurements

Author(s): Hiroki Iwata, Kenta Umebayashi, Ahmed Al-Tahmeesschi, Satya Joshi, Miguel Lopez-Benitez, Janne J. Lehtomaki
Published in: 2020 IEEE Wireless Communications and Networking Conference Workshops (WCNCW), 2020, Page(s) 1-6, ISBN 978-1-7281-5178-6
Publisher: IEEE
DOI: 10.1109/wcncw48565.2020.9124906

Dynamic UL/DL Mode Selection and Resource Allocation in Multi-Cell MIMO TDD Systems

Author(s): Antti Arvola, Satya Joshi, Antti Tolli
Published in: 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 2019, Page(s) 1936-1940, ISBN 978-1-7281-4300-2
Publisher: IEEE
DOI: 10.1109/ieeeconf44664.2019.9048674

An Efficient Noise Floor Estimation for Spectrum Measurements

Author(s): Hiroki Iwata, Kenta Umebayashi
Published in: 2019
Publisher: IEIEC 2019

Spectrum usage model for smart spectrum

Author(s): Kenta Umebayashi
Published in: 2019 IEEE/CIC International Conference on Communications Workshops in China (ICCC Workshops), 2019, Page(s) 48-53, ISBN 978-1-7281-0738-7
Publisher: IEEE
DOI: 10.1109/iccchinaw.2019.8849939

A Study on Noise Power Estimation based on Goodness of Fit Statistics

Author(s): Hiroki Iwata, Kenta Umebayashi
Published in: 2020
Publisher: IEICE

Development of a Spectrum Usage Measurement System for Dynamic Spectrum Sharing

Author(s): Hiroki Iwata, Ahmed Al-Tahmeesschi, Kenta Umebayashi
Published in: Research Association of Super-Intelligent Networking (RISING), 2019
Publisher: Research Association of Super-Intelligent Networking (RISING)

Traffic Aware Beamformer Design for Integrated Access and Backhaul with Flexible TDD

Author(s): Praneeth Jayasinghe, Antti Tolli, Jarkko Kaleva, Matti Latva-aho
Published in: 2020 IEEE Wireless Communications and Networking Conference (WCNC), 2020, Page(s) 1-6, ISBN 978-1-7281-3106-1
Publisher: IEEE
DOI: 10.1109/wcnc45663.2020.9120454

Evaluation of Evolved Multimedia Broadcast Multicast Service for More Efficient Mobile Video Streaming

Author(s): Mikko Uitto, Antti Heikkinen, Seppo J. Rantala, Jukka Makela
Published in: 2019 IEEE International Symposium on Multimedia (ISM), 2019, Page(s) 103-1034, ISBN 978-1-7281-5606-4
Publisher: IEEE
DOI: 10.1109/ism46123.2019.00024

Spectrum Sharing in Cooperation with Time- Space Radio Environment Database

Author(s): Yuya Aoki, Takeo Fujii
Published in: IEICE SmartCom, 2018
Publisher: IEICE

Aggregate-Compression-Aided Subcarrier IQ Index Modulation with Discreteness-Aware Fast Iterative Shrinkage- Thresholding Algorithm

Author(s): Kazuya Ohira, Koji Ishibashi
Published in: Symposium on Information Theory and Its Applications, 2018
Publisher: IEICE

Highly accurate estimation of radio propagation using model classifier

Author(s): Keita Katagiri, Keita Onose, Koya Sato, Kei Inage, Takeo Fujii
Published in: IEICE Tech, Issue Vol.118, Iss.421, SR2018-108, 2019, Page(s) 79-84
Publisher: IEICE

Neural Network-based Channel Occupancy Rate Prediction

Author(s): Hiroki Iwata, Kenta Umebayash, Ahmed Al-Tahmeesschi, Miguel Lopez-Benitez
Published in: IEICE SmartCom, Issue SR2018-88, 2018, Page(s) 75-82
Publisher: IEICE

Time Series Analysis of Multiple Primary Users by Cooperative Sensing based on SDAR Algorithm

Author(s): Akihisa Abe, Yuya Aoki, Takeo Fujii
Published in: IEICE SmartCom, 2018
Publisher: IEICE

Spatial Spectrum Sharing among Micro Operators considering Distribution on Measurement-based Spectrum Database

Author(s): Hirofumi Nakajo, Yuya Aoki, Keita Katagiri, Takeo Fujii
Published in: IEICE SmartCom, 2018
Publisher: IEICE

On the Sum-Rate Capacity and Spectral Efficiency Gains of Massively Concurrent NOMA Systems

Author(s): Takanori Hara, Razvan-Andrei Stoica, Koji Ishibashi, Giuseppe Thadeu Freitas de Abreu
Published in: 2019 IEEE Wireless Communications and Networking Conference (WCNC), 2019, Page(s) 1-7, ISBN 978-1-5386-7646-2
Publisher: IEEE
DOI: 10.1109/wcnc.2019.8885768

Time and Frequency Varying Noise Floor Estimation for Spectrum Usage Measurement

Author(s): Hiroki Iwata, Kenta Umebayashi, Ahmed Al-Tahmeesschi, Miguel Lopez-Benitez, Janne J Lehtomaki
Published in: 2019 IEEE Wireless Communications and Networking Conference Workshop (WCNCW), 2019, Page(s) 1-6, ISBN 978-1-7281-0922-0
Publisher: IEEE
DOI: 10.1109/wcncw.2019.8902886

High density spectrum sharing method among micro operators considering measurement- based spectrum database

Author(s): Hirofumi Nakajo, Yuya Aoki, Keita Katagiri, Takeo Fujii
Published in: IEICE Tech, Issue SR2018-115, 2019
Publisher: IEICE

Computational Capability and Radio Resource Allocation for Mobile Edge Computing

Author(s): Ryuji Kobayashi and Koichi Adachi
Published in: IEICE SmartCom, 2018
Publisher: IEICE

Low- Complexity Generator Polynomial Search for Turbo Trellis-Coded Spatial Modulation Using Symbol-based EXIT Charts

Author(s): Takanori Hara, Koji Ishibashi, Soon X. Ng, and Lajos Hanzo
Published in: 10th International Symposium on Turbo Codes & Iterative Information Processing, 2018
Publisher: IEEE

Construction of Time-Space Radio Environment Database using HMM for Cooperative Sensing

Author(s): Yuya Aoki, Takeo Fujii
Published in: International Conference on Computing, Networking and Communications, 2019
Publisher: IEEE

Efficient channel allocation for Citizens broadband radio service/spectrum access system

Author(s): Ryo Sato, Kenta Umebayashi, K. B. Shashika Manosha
Published in: IEICE SmartCom, Issue SR2018-89, 2018, Page(s) 83-84
Publisher: IEICE

Remote Control Demonstrator Development in 5G Test Network

Author(s): Mikko Uitto, Mika Hoppari, Tapio Heikkila, Pekka Isto, Antti Anttonen, Aarne Mammela
Published in: 2019 European Conference on Networks and Communications (EuCNC), 2019, Page(s) 101-105, ISBN 978-1-7281-0546-8
Publisher: IEEE
DOI: 10.1109/eucnc.2019.8802029

High Density Spectrum Sharing Method among Micro Operators considering Spectrum Database

Author(s): Hirofumi Nakajo, Yuya Aoki, Keita Katagiri, Takeo Fujii
Published in: 2019 IEEE Wireless Communications and Networking Conference Workshop (WCNCW), 2019, Page(s) 1-5, ISBN 978-1-7281-0922-0
Publisher: IEEE
DOI: 10.1109/wcncw.2019.8902841

Spectrum Database Construction based on HMM and Spectrum Sharing in Multiple Primary Users Environment

Author(s): Yuya Aoki, Takeo Fujii
Published in: 2019 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), 2019, Page(s) 200-204, ISBN 978-1-5386-7822-0
Publisher: IEEE
DOI: 10.1109/icaiic.2019.8669089

Latency-aware Reliable mmWave Communication via Multi-point Connectivity

Author(s): Dileep Kumar, Satya Krishna Joshi, Antti Tolli
Published in: GLOBECOM 2020 - 2020 IEEE Global Communications Conference, 2020, Page(s) 1-6, ISBN 978-1-7281-8298-8
Publisher: IEEE
DOI: 10.1109/globecom42002.2020.9348026

Direct Beamformer Estimation for Hybrid Architecture in mmWave Dynamic TDD System

Author(s): Prashant Kumar Shah, Krishna Joshi, Satya Joshi, Antti Tolli, Kenta Umebayashi
Published in: 2020 IEEE Wireless Communications and Networking Conference Workshops (WCNCW), 2020, Page(s) 1-6, ISBN 978-1-7281-5178-6
Publisher: IEEE
DOI: 10.1109/wcncw48565.2020.9124904

Adaptive band and power control for spectrum shared mobile systems

Author(s): Hirofumi Nakajo, Takeo Fujii
Published in: 2019
Publisher: SmarCom 2019

Energy Detection for M-QAM Signal

Author(s): Shun Ishihara, Kenta Umebayashi, Janne Lehtomäki
Published in: IEICE Tech, 2019
Publisher: IEICE Tech

Spectrum Occupancy Prediction based on Recurrent Neural Network with State Identification

Author(s): Yoshiki Kasahara, Hiroki Iwata, Ahmed Al-Tahmeesschi, Kenta Umebayashi
Published in: Researches on Super-Intelligent Networking (RISING), 2019
Publisher: Researches on Super-Intelligent Networking (RISING)

Relay Nodes Selection Using Reinforcement Learning

Author(s): Haesik Kim, Takeo Fujii, Kenta Umebayashi
Published in: 2021 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), 2021, Page(s) 329-334, ISBN 978-1-7281-7638-3
Publisher: IEEE
DOI: 10.1109/icaiic51459.2021.9415208

Applying Deep Neural Networks for Duty Cycle Estimation

Author(s): Ahmed Al-Tahmeesschi, Kenta Umebayashi, Hiroki Iwata, Miguel Lopez-Benitez, Janne Lehtomaki
Published in: 2020 IEEE Wireless Communications and Networking Conference (WCNC), 2020, Page(s) 1-7, ISBN 978-1-7281-3106-1
Publisher: IEEE
DOI: 10.1109/wcnc45663.2020.9120720

Probabilistic Binary Offloading for Wireless Powered Mobile Edge Computing System

Author(s): Takuya Kobayashi, Koichi Adachi
Published in: 2020
Publisher: APSIPA-ASC 2020

Radio and computational resource allocation in heterogeneous networks

Author(s): Riku Saito and Koichi Adachi
Published in: 2021
Publisher: IEICE

Energy detection for M-QAM signal

Author(s): Shun Ishihara, Kenta Umebayashi, Janne Lehtomäki
Published in: Researches on Super-Intelligent Networking (RISING), 2019
Publisher: Researches on Super-Intelligent Networking (RISING)

Utilization of Spectrum Database for Power Control in Micro Operator Based Small Cell System by Two-Stage Stochastic Design

Author(s): Tetsuki Taniguchi, Takeo Fujii
Published in: 2020
Publisher: ISSPIT2020

Development of Cooperative Spectrum Usage Measurement System Prototype for Smart Spectrum Access

Author(s): Hiroki Iwata, Kenta Umebayashi
Published in: vol. 119, no. 62, SR2019-16, pp. 97-103, 2019
Publisher: IEICE Tech

A Study on User Scheduling Method for Mobile Edge Computing System

Author(s): Satoshi Mikami, Koichi Adachi
Published in: 2020
Publisher: IEICE

Dynamic Bandwidth Allocation for Spectrum Shared Private Mobile Networks Using Prior Measured CQI Information

Author(s): Akihisa Abe, Takeo Fujii
Published in: 2019 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), 2019, Page(s) 1-6, ISBN 978-1-7281-2376-9
Publisher: IEEE
DOI: 10.1109/dyspan.2019.8935732

Peer reviewed articles (12)

Traffic Aware Beamformer Design for Flexible TDD-Based Integrated Access and Backhaul

Author(s): Praneeth Jayasinghe, Antti Tolli, Jarkko Kaleva, Matti Latva-Aho
Published in: IEEE Access, Issue 8, 2020, Page(s) 205534-205549, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.3037814

Blockage-aware Reliable mmWave Access via Coordinated Multi-point Connectivity

Author(s): Dileep Kumar, Jarkko Kaleva, Antti Tolli
Published in: IEEE Transactions on Wireless Communications, 2021, Page(s) 1-1, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2021.3057227

Energy efficient dynamic resource allocation for wireless systems using receiver puncturing technique

Author(s): Haesik Kim, Gabriel Porto Villardi, Jing Ma
Published in: Journal of Communications and Networks, Issue 20/4, 2018, Page(s) 366-373, ISSN 1229-2370
Publisher: Korean Institute of Communication Sciences
DOI: 10.1109/jcn.2018.000052

Estimation of Primary Channel Activity Statistics in Cognitive Radio Based on Imperfect Spectrum Sensing

Author(s): Ogeen H. Toma, Miguel Lopez-Benitez, Dhaval K. Patel, Kenta Umebayashi
Published in: IEEE Transactions on Communications, Issue 68/4, 2020, Page(s) 2016-2031, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2020.2965944

Design of Spectrum Usage Detection in Wideband Spectrum Measurements

Author(s): Kenta Umebayashi, Yoshitaka Tamaki, Miguel Lopez-Benitez, Janne J. Lehtomaki
Published in: IEEE Access, Issue 7, 2019, Page(s) 133725-133737, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2938549

Massively Concurrent Non-Orthogonal Multiple Access for 5G Networks and Beyond

Author(s): Razvan-Andrei Stoica, Giuseppe Thadeu Freitas De Abreu, Takanori Hara, Koji Ishibashi
Published in: IEEE Access, Issue 7, 2019, Page(s) 82080-82100, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2923646

Radio and Computing Resource Allocation for Minimizing Total Processing Completion Time in Mobile Edge Computing

Author(s): Ryuji Kobayashi, Koichi Adachi
Published in: IEEE Access, Issue 7, 2019, Page(s) 141119-141132, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2944184

Energy Efficient Dynamic Resource Allocation for Wireless Systems Using Receiver Puncturing Technique

Author(s): Haesik kim, Gabriel Porto Villardi and Jing Ma
Published in: Journal of Communications and Networks, Issue Vol. 20, no.4, 2018, ISSN 1229-2370
Publisher: Korean Institute of Communication Sciences

Massively Concurrent Non-Orthogonal Multiple Access for 5G Networks and Beyond

Author(s): Razvan-Andrei Stoica, Giuseppe Thadeu Freitas De Abreu, Takanori Hara, and Koji Ishibashi
Published in: IEEE Access, Issue Volume: 7, 2019, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.

Estimation of Primary Channel Activity Statistics in Cognitive Radio Based on Periodic Spectrum Sensing Observations

Author(s): M. López-Benítez, A. Al-Tahmeesschi, D. K. Patel, J. Lehtomäki and K. Umebayashi
Published in: IEEE Transactions on Wireless Communications, Issue vol. 18, no. 2, 2019, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers

Estimation of Primary Channel Activity Statistics in Cognitive Radio Based on Periodic Spectrum Sensing Observations

Author(s): Miguel Lopez-Benitez, Ahmed Al-Tahmeesschi, Dhaval K. Patel, Janne Lehtomaki, Kenta Umebayashi
Published in: IEEE Transactions on Wireless Communications, Issue 18/2, 2019, Page(s) 983-996, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2018.2887258

Highly accurate estimation of radio propagation using model classifier

Author(s): Keita Katagiri, Keita Onose, Koya Sato, Kei Inage, Takeo Fujii
Published in: IEICE Tech, 2019, ISSN 0913-5685
Publisher: IEICE Technical Report