MassiVe MIMO Radio Channel- and Learning-based Indoor Passive Localization and Posture Identification for Multiple Humans

Project Information

V.I.P.

Grant agreement ID: 101026885

DOI

10.3030/101026885

Project terminated on 31 December 2024

EC signature date 9 March 2021

Start date 1 November 2021

End date 30 October 2025

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 166 320,00

EU contribution

€ 166 320,00

Coordinated by

KATHOLIEKE UNIVERSITEIT LEUVEN
Belgium

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Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (7)

Guard Beams: Coverage Enhancement of UE-Centered ISAC via Analog Multi-Beamforming

Author(s): Rizqi Hersyandika, Adham Sakhnini, Yang Miao, Qing Wang, Sofie Pollin
Published in: IEEE Access, Issue 12, 2024, Page(s) 163507-163523, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2024.3491939

A Frequency Domain Predictive Channel Model for 6G Wireless MIMO Communications Based on Deep Learning

Author(s): Chen Huang, Cheng-Xiang Wang, Zheao Li, Zhongyu Qian, Junling Li, Yang Miao
Published in: IEEE Transactions on Communications, Issue 72, 2024, Page(s) 4887-4902, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2024.3376602

Measurement-Based Prediction of mmWave Channel Parameters Using Deep Learning and Point Cloud

Author(s): Hang Mi, Bo Ai, Ruisi He, Anuraag Bodi, Raied Caromi, Jian Wang, Jelena Senic, Camillo Gentile, Yang Miao
Published in: IEEE Open Journal of Vehicular Technology, Issue 5, 2025, Page(s) 1059-1072, ISSN 2644-1330
Publisher: IEEE
DOI: 10.1109/ojvt.2024.3436857

Contact-Free Multitarget Tracking Using Distributed Massive MIMO-OFDM Communication System: Prototype and Analysis

Author(s): Chenglong Li, Sibren De Bast, Yang Miao, Emmeric Tanghe, Sofie Pollin, Wout Joseph
Published in: IEEE Internet of Things Journal, Issue 10, 2023, Page(s) 9220-9233, ISSN 2327-4662
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2023.3234041

A Millimeter-Wave Scattering Channel Model for Indoor Human Activity Sensing

Author(s): Mingqing Liu, Zhuangzhuang Cui, Yang Miao, Minseok Kim, Sofie Pollin
Published in: IEEE Open Journal of Antennas and Propagation, Issue 11 December 2024, 2024, Page(s) 1-1, ISSN 2637-6431
Publisher: IEEE
DOI: 10.1109/ojap.2024.3516533

Optimizing the Focusing Performance of Non-Ideal Cell-Free mMIMO Using Genetic Algorithm for Indoor Scenario

Author(s): Ke Shen, Siavash Safapourhajari, Toon De Pessemier, Luc Martens, Wout Joseph, Yang Miao
Published in: IEEE Transactions on Wireless Communications, Issue 21, 2024, Page(s) 8832-8845, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2022.3170433

Simulation and Measurement Validation of a Finite-Length Cylindrical 3D UTD Model

Author(s): Ruwei Liu, Yi Gong, Sofie Pollin, Yang Miao
Published in: IEEE Open Journal of Antennas and Propagation, Issue 3, 2024, Page(s) 848-859, ISSN 2637-6431
Publisher: IEEE
DOI: 10.1109/ojap.2022.3195670

Conference proceedings (9)

Investigating the Bistatic Sensing Capability of a Broadcasting 5G-NR BS and a True-Time-Delay Array UE

Author(s): Yang Miao, Ben Willetts, Andre Kokkeler, Sofie Pollin
Published in: 2024 IEEE International Conference on Microwaves, Communications, Antennas, Biomedical Engineering and Electronic Systems (COMCAS), Issue 09-11 July 2024, 2024, Page(s) 1-6, ISBN 979-8-3503-4819-4
Publisher: IEEE
DOI: 10.1109/comcas58210.2024.10666249

Contact-Free Pedestrian Tracking Using Massive MIMO-OFDM Communication System

Author(s): Chenglong Li, Sibren De Bast, Yang Miao, Emmeric Tanghe, Sofie Pollin, Wout Joseph
Published in: 2022 19th European Radar Conference (EuRAD), Issue 28-30 September 2022, 2024, ISBN 978-1-6654-5879-5
Publisher: IEEE
DOI: 10.23919/eurad54643.2022.9924658

Dual-Band MmWave Measurements of Human Body Scattering and Blockage Effects Using Distributed Beamforming for ISAC Applications

Author(s): Yang Miao, Minseok Kim, Chechia Kang, Naoya Suzuki, Sofie Pollin, Junichi Takada
Published in: 2024 18th European Conference on Antennas and Propagation (EuCAP), Issue 17-22 March 2024, 2024, Page(s) 1-5, ISBN 979-8-3503-9443-6
Publisher: IEEE
DOI: 10.23919/eucap60739.2024.10501057

Guard Beam: Protecting mmWave Communication through In-Band Early Blockage Prediction

Author(s): Rizqi Hersyandika, Yang Miao, Sofie Pollin
Published in: GLOBECOM 2022 - 2022 IEEE Global Communications Conference, Issue Date: 2022/12/04 - 2022/12/08, Location: Rio de Janeiro, Brazil, 2024, Page(s) 4093-4098, ISBN 978-1-6654-3540-6
Publisher: IEEE
DOI: 10.1109/globecom48099.2022.10001163

Multi-person Localization and Respiration Sensing under IEEE 802.11ay Standard

Author(s): Haoqiu Xiong, Zhuangzhuang Cui, Mingqing Liu, Yang Miao, Sofie Pollin
Published in: Proceedings of the 3rd ACM MobiCom Workshop on Integrated Sensing and Communications Systems, 2024, Page(s) 31-36, ISBN 9798400703645
Publisher: ACM
DOI: 10.1145/3615984.3616506

Coverage and Capacity Analysis for Football Player's Bodycam with Cell-Free Massive MIMO

Author(s): Rizqi Hersyandika, Marco Rossanese, Andra Lutu, Yang Miao, Qing Wang, Sofie Pollin
Published in: 2023 IEEE International Conference on Communications Workshops (ICC Workshops), Issue 28 May 2023 - 01 June 2023, 2023, Page(s) 314-319, ISBN 979-8-3503-3308-4
Publisher: IEEE
DOI: 10.1109/iccworkshops57953.2023.10283510

Enhancing Vital Sign Estimation Performance of FMCW MIMO Radar by Prior Human Shape Recognition

Author(s): Hadi Alidoustaghdam, Min Chen, Ben Willetts, Kai Mao, Andre Kokkeler, Yang Miao
Published in: 2023 IEEE International Conference on Communications Workshops (ICC Workshops), Issue 28 May 2023 - 01 June 2023, 2023, Page(s) 1707-1711, ISBN 979-8-3503-3308-4
Publisher: IEEE
DOI: 10.1109/iccworkshops57953.2023.10283718

Intelligent Blockage Recognition using Cellular mmWave Beamforming Data: Feasibility Study

Author(s): Bram van Berlo, Yang Miao, Rizqi Hersyandika, Nirvana Meratnia, Tanir Ozcelebi, Andre Kokkeler, Sofie Pollin
Published in: GLOBECOM 2022 - 2022 IEEE Global Communications Conference, Issue 04-08 December 2022, 2024, Page(s) 4576-4582, ISBN 978-1-6654-3541-3
Publisher: IEEE
DOI: 10.1109/globecom48099.2022.10000833

26 GHz OFDM and 77 GHz FMCW Radar Dataset for Domain Shift Invariant Blockage Prediction

Author(s): Bram van Berlo, Yang Miao, Rizqi Hersyandika, Ben Willetts, Kai Mao, Amin Zare, Sofie Pollin, Nirvana Meratnia
Published in: 2023 IEEE 3rd International Symposium on Joint Communications & Sensing (JC&S), Issue 05-07 March 2023, 2023, Page(s) 1-6, ISBN 979-8-3503-4569-8
Publisher: IEEE
DOI: 10.1109/jcs57290.2023.10107463

Thesis and dissertations (1)

Vital Signs Estimation Using a 26 GHz Multi-Beam Communication Testbed

Author(s): Miquel Sellés Valls, Sofie Pollin, Ying Wang, Rizqi Hersyandika, Andre Kokkeler, Yang Miao
Published in: Arxiv & University of Twente Thesis, 2023
Publisher: Arxiv
DOI: 10.48550/arxiv.2311.11275