Mobility prediction: A survey on state-of-the-art schemes and future applications

H Zhang, L Dai - IEEE access, 2018 - ieeexplore.ieee.org
Recently, mobility has gathered tremendous interest as the users' desire for consecutive
connections and better quality of service has increased. An accurate prediction of user …

Analysis of NOMA-OFDM 5G wireless system using deep neural network

S Pandya, MA Wakchaure… - The Journal of …, 2022 - journals.sagepub.com
In this work, a multiple user deep neural network-based non-orthogonal multiple access
(NOMA) receiver is investigated considering channel estimation error. The decoding of the …

Impact of the learning rate and batch size on NOMA system using LSTM-based deep neural network

R Shankar, BK Sarojini, H Mehraj… - The Journal of …, 2023 - journals.sagepub.com
In this work, the deep learning (DL)-based fifth-generation (5G) non-orthogonal multiple
access (NOMA) detector is investigated over the independent and identically distributed (iid) …

Channel capacity analysis of non-orthogonal multiple access and massive multiple-input multiple-output wireless communication networks considering perfect and …

R Shankar, S Nandi, A Rupani - The Journal of Defense …, 2022 - journals.sagepub.com
In this paper, we investigate the non-orthogonal multiple access (NOMA) and massive
multiple-input multiple-output (M-MIMO) techniques and through simulation, and a …

Sum rate capacity of non-orthogonal multiple access scheme with optimal power allocation

L Bhardwaj, RK Mishra… - The Journal of Defense …, 2022 - journals.sagepub.com
In this work, the performance of the downlink non-orthogonal multiple access (NOMA)
technique is investigated for two users considering optimal power allocation factors. The …

Examination of the fifth-generation vehicular simultaneous wireless information and power transfer cooperative non-orthogonal multiple access network in military …

S Pandya, P Krishna, R Shankar… - The Journal of …, 2022 - journals.sagepub.com
In a defense scenario, the communicating nodes are mobile and, due to this, the fading
channel links become time selective in nature. Non-orthogonal multiple access (NOMA) is a …

Analysis and design of an efficient handoff management strategy via velocity estimation in HetNets

R Tiwari, S Deshmukh - Transactions on Emerging …, 2022 - Wiley Online Library
In this paper, we present an efficient handoff decision strategy and a mobility state detection
(MSD) scheme for heterogeneous networks (HetNets). Due to base station (BS) …

Performance analysis of cooperative NOMA system for defense application with relay selection in a hostile environment

I Kumar, A Kumar… - The Journal of Defense …, 2023 - journals.sagepub.com
In the current scenario, where all the services have become online, the demand for
increased capacity, low symbol error rate (SER), better data rate, and low latency with high …

Analysis of user pairing non-orthogonal multiple access network using deep Q-network algorithm for defense applications

S Ravi, GR Kulkarni, S Ray… - The Journal of …, 2023 - journals.sagepub.com
Non-orthogonal multiple access (NOMA) networks play an important role in defense
communication scenarios. Deep learning (DL)-based solutions are being considered as …

Maximum Likelihood Estimation of User Velocity Based on Rayleigh Distributed Handover-Counts in Hetnets

R Tiwari, S Paul, MK Singh, AK Rahul - Available at SSRN 4421593 - papers.ssrn.com
In this paper, we propose a Maximum Likelihood Estimation (MLE) of user velocity based on
Rayleigh distributed Handover counts in Heterogeneous networks (HetNets). Due to the …