MultiNet: deep unsupervised power control for industrial MU-MIMO networks

• Main Authors: Maiti, Ritabrata, Madhukumar, A. S., Tan, Ernest Zheng Hui
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Resource allocation; Deep learning; Unsupervised learning; Power control
• Online Access: https://hdl.handle.net/10356/175403
• Institution: Nanyang Technological University

This paper presents Multinet, an unsupervised deep learning (DL) approach for power allocation in industrial environments and IIoT applications. Multinet extends the previously proposed singular value decomposition network (SVDNet), which utilizes supervised DL to approximate the performance of the...