A tutorial on 5G positioning
The widespread adoption of the fifth generation (5G) of cellular networks has brought new
opportunities for localization-based services. High-precision positioning use cases and …
opportunities for localization-based services. High-precision positioning use cases and …
Robust genetic machine learning ensemble model for intrusion detection in network traffic
MA Akhtar, SMO Qadri, MA Siddiqui, SMN Mustafa… - Scientific Reports, 2023 - nature.com
Network security has developed as a critical research subject as a result of the Rapid
advancements in the development of Internet and communication technologies over the …
advancements in the development of Internet and communication technologies over the …
Frameworks, applications and challenges in streaming big data analytics: A review
SMN Mustafa, MU Farooque, M Tahir… - … on Innovations in …, 2022 - ieeexplore.ieee.org
Data output has increased dramatically in the twenty-first century. The speed at which data is
introduced into the stream has increased as a result of the digitization of practically all …
introduced into the stream has increased as a result of the digitization of practically all …
On the Intelligentization of Softwarized Modem: From Algorithmic Design to Realization of Real-Time Channel-Learning Random Access
Artificial intelligence has recently permeated every field, and current research trends in
wireless communications naturally involve leveraging Machine Learning (ML) for …
wireless communications naturally involve leveraging Machine Learning (ML) for …
Customer segmentation using machine learning techniques
SMN Mustafa, A Akhtar, JTP Noronha… - 2023 International …, 2023 - ieeexplore.ieee.org
The rapid expansion of e-commerce resulted in the influx of data in the mainstream. The
data of customers can lead to better results and can help the stakeholders to take better …
data of customers can lead to better results and can help the stakeholders to take better …
Dynamic Transmission and Delay Optimization Random Access for Reduced Power Consumption
Today's communication networks, especially those involving massive Machine-Type
Communications (mMTC), encounter challenges like channel congestion and high power …
Communications (mMTC), encounter challenges like channel congestion and high power …
A comparative study of the performance of real time databases and big data analytics frameworks
The amelioration of information technology and the infiltration of it almost all the sectors of
world have resulted in massive efflux of data. The rampant increase in the generation of data …
world have resulted in massive efflux of data. The rampant increase in the generation of data …
A Machine Learning based Hybrid Receiver for 5G NR PRACH
Random Access is a critical procedure using which a User Equipment (UE) identifies itself to
a Base Station (BS). Random Access starts with the UE transmitting a random preamble on …
a Base Station (BS). Random Access starts with the UE transmitting a random preamble on …
Predicting Students' Behavior Towards their Degree using Machine Learning Techniques
The phase of professional education is the most crucial part of a student's life. One's career
might solely depend on how well the performance is. For better performance, a perfect …
might solely depend on how well the performance is. For better performance, a perfect …
Utilizing Cognitive Radio and Reinforcement Learning for Multiple Preamble Detection in 5G-PRACH
Network congestion in the Fifth Generation (5G) network represents that a major hindrance
in the communication process may lead to latency. Such an issue needs to be handled at …
in the communication process may lead to latency. Such an issue needs to be handled at …