Implementation of the deep learning method for signal detection in massive-MIMO-NOMA systems

A Kumar, N Gaur, M Gupta, A Nanthaamornphong - Heliyon, 2024 - cell.com
The deep learning method (DLM) is one way to fix issues in optical nonorthogonal multiple
access (O-NOMA) systems that are caused by signals that overlap and interfere with each …

Optimizing signal detection in MIMO systems: AI vs approximate and linear detectors

MY Daha, K Khurshid, MI Ashraf… - IEEE Communications …, 2024 - ieeexplore.ieee.org
Artificial intelligence has transformed multiple input multiple output (MIMO) technology into a
promising candidate for six-generation networks. However, several interference signals …

Optimizing MIMO detection with DM-Detnet in 6G networks

MY Daha, J Rafferty, MI Ashraf… - 2024 35th Irish Signals …, 2024 - ieeexplore.ieee.org
Artificial intelligence (AI) has transformed multiple inputs multiple output (MIMO) technology
into a key enabling technology for beyond fifth-generation (B5G) technology such as sixth …

Performance analysis and comparison of approximate detectors with linear detectors in massive MIMO systems under imperfect channel state information

K Khurshid, M Imran, A Wakeel - Transactions on Emerging …, 2023 - Wiley Online Library
Massive MIMO systems are a key technology for enhancing the capacity and reliability of
wireless communication systems. However, to unlock the full potential of massive MIMO …

[HTML][HTML] A SIC and ML approach for MIMO non-orthogonal multiple access signal detection

A Kumar, N Gaur, A Nanthaamornphong - Results in Optics, 2025 - Elsevier
One of the top candidates for an enhanced radio architecture is Optical Non-Orthogonal
Multiple Access (O-NOMA), which is based on Multiple inputs and Multiple Outputs (MIMO) …

Detection of Beyond 5G Signal Detection Using Hybrid Method

A Kumar, N Gaur… - Internet Technology …, 2025 - Wiley Online Library
ABSTRACT Nonorthogonal Multiple Access (NOMA) is a promising fifth‐generation (5G)
radio system candidate. NOMA's performance is further increased when integrated with …