Deep learning based relay selection and precoders design for IoT cognitive relay networks

D Sahu, S Maurya, M Bansal, D Kumar - Physical Communication, 2023 - Elsevier
This paper focuses on designing a multiple-input multiple-output (MIMO) Internet-of-Things
(IoT) oriented cognitive multi relay network (CMRN), where the secondary system (SS) …

Enhancing Performance of Wide Area CIoT SDN by US-ML Based Optimum Controller Placement

A Khera, US Kurmi - Research Reports on Computer Science, 2023 - ojs.wiserpub.com
It is a critical area of study for enhancing the effectiveness of wide-area Cellular Internet of
Things (CIoT) networks. One solution is to merge Software Defined Networking (SDN) with …

Energy Efficiency Maximization for MIMO enabled Multi Relay Cognitive Network

D Sahu, S Maurya, M Bansal - 2023 IEEE 7th Conference on …, 2023 - ieeexplore.ieee.org
This paper presents a joint problem of relay selection and relay precoder designing for multi-
input multi-output (MIMO) multi-relay cognitive networks (MRCNs), where a secondary …

Data-driven approach to design energy-efficient precoder for QoS-aware MIMO-MRCN system in context of Industry 4.0

D Sahu, S Maurya, M Bansal, DK V - … Signal Processing for …, 2023 - iopscience.iop.org
This chapter presents various automatic opportunistic relay selection approaches using
deep neural networks for multi-input multi-output multirelay cognitive networks. The problem …