Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model

Nhien Q. T. Thoong Thoong; Adnan Ahmad Cheema; Saeed R. Khosravirad; Octavia A. Dobre; Trung Q. Duong

Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model

Nhien Q. T. Thoong Thoong, Adnan Ahmad Cheema, Saeed R. Khosravirad, Octavia A. Dobre, Trung Q. Duong

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Original language	English
Title of host publication	Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model
Publisher	IEEE
Publication status	Accepted/In press - 17 Jul 2024
Event	2024 IEEE 100th Vehicular Technology Conference - Washington DC Duration: 7 Oct 2024 → 10 Oct 2024 https://events.vtsociety.org/vtc2024-fall/

Publication series

Name	The 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall)
Publisher	IEEE

Conference

Conference	2024 IEEE 100th Vehicular Technology Conference
Period	7/10/24 → 10/10/24
Internet address	https://events.vtsociety.org/vtc2024-fall/

Keywords

channel estimation
LSTM
Machine learning
NOMA
quantum machine learning
Ris

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Embargoed Document

VTC paper Accepted
Author Accepted Manuscript, 3.38 MB
Embargo ends: 30/09/26

Cite this

Thoong, N. Q. T. T., Cheema, A. A., Khosravirad, S. R., Dobre, O. A., & Duong, T. Q. (Accepted/In press). Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model. In Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model (The 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall)). IEEE.

Thoong, Nhien Q. T. Thoong ; Cheema, Adnan Ahmad ; Khosravirad, Saeed R. et al. / Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model. Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model. IEEE, 2024. (The 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall)).

@inproceedings{1331d1d431b9436f8ca138add11b2aa6,

title = "Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model",

keywords = "channel estimation, LSTM, Machine learning, NOMA, quantum machine learning, Ris",

author = "Thoong, {Nhien Q. T. Thoong} and Cheema, {Adnan Ahmad} and Khosravirad, {Saeed R.} and Dobre, {Octavia A.} and Duong, {Trung Q.}",

year = "2024",

month = jul,

day = "17",

language = "English",

series = "The 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall)",

publisher = "IEEE",

booktitle = "Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model",

address = "United States",

note = "2024 IEEE 100th Vehicular Technology Conference ; Conference date: 07-10-2024 Through 10-10-2024",

url = "https://events.vtsociety.org/vtc2024-fall/",

}

Thoong, NQTT, Cheema, AA, Khosravirad, SR, Dobre, OA & Duong, TQ 2024, Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model. in Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model. The 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall), IEEE, 2024 IEEE 100th Vehicular Technology Conference , 7/10/24.

Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model. / Thoong, Nhien Q. T. Thoong; Cheema, Adnan Ahmad; Khosravirad, Saeed R. et al.
Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model. IEEE, 2024. (The 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model

AU - Thoong, Nhien Q. T. Thoong

AU - Cheema, Adnan Ahmad

AU - Khosravirad, Saeed R.

AU - Dobre, Octavia A.

AU - Duong, Trung Q.

PY - 2024/7/17

Y1 - 2024/7/17

KW - channel estimation

KW - LSTM

KW - Machine learning

KW - NOMA

KW - quantum machine learning

KW - Ris

M3 - Conference contribution

T3 - The 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall)

BT - Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model

PB - IEEE

T2 - 2024 IEEE 100th Vehicular Technology Conference

Y2 - 7 October 2024 through 10 October 2024

ER -

Thoong NQTT, Cheema AA, Khosravirad SR, Dobre OA, Duong TQ. Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model. In Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems using CNN-based Quantum LSTM Model. IEEE. 2024. (The 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall)).