RETRACTED ARTICLE: Algorithms for high mobility environment in 5G radio access networks with millimeter wave communications

C Goswami, P Sharma, R Bharati… - Optical and Quantum …, 2024 - Springer
Many vehicle applications requiring large capacity, minimal latency, and excellent
dependability are anticipated to be made possible by 5G. To help with this, 5G suggests …

Deep reinforcement learning for comprehensive route optimization in elastic optical networks using generative strategies.

PN Renjith, G Sujatha, M Vinoth… - Optical & Quantum …, 2023 - search.ebscohost.com
The latest advances in Deeper Reinforcement Learning (DRL) have completely changed
how decision-making and automatic control issues are solved. The study community …

Big data analytics for dynamic network slicing in 5G and beyond with dynamic user preferences

M Syamala, R Anusuya, SK Sonkar, C Goswami… - Optical and Quantum …, 2024 - Springer
Network slices represent a valuable technique to utilize the full resources of fifth-generation
(5G) platforms. This allows verticals to control and utilize separate virtual systems on the …

Enhancing heat transfer coefficient predictions in complex geometries through hybrid machine learning approaches

V Kalpana, GJ Sujana, K Thyagarajan… - Thermal Science and …, 2024 - Elsevier
Precise prediction of the heat transfer coefficients over complex geometries is critical for
bypassing expensive and time-consuming trial-and-error approaches in designing thermal …

[HTML][HTML] Reinforcement learning for optimizing real-time interventions and personalized feedback using wearable sensors

J Tripathy, M Balasubramani, VA Rajan… - Measurement …, 2024 - Elsevier
Many countries have seen a steady increase in lifetime duration through the past many
years as a result of notable advancements in ecological and individual cleanliness, general …

Advancing personalized human-robot interaction in the smart world through emotional AI in entertainment robots

Y Aoudni, M Balasubramani, K Natarajan… - Entertainment …, 2025 - Elsevier
The rise of innovative methods has increased the implementation of robotics into daily
existence. Improving human-robot interactions (HRI) to create customised relationships is …

Robust fuzzy logic schemes for cooperative spectrum sharing in 5G networks with uncertain channel conditions

BB Shankar, M Udhayamoorthi, YM Latha… - Computers and …, 2024 - Elsevier
The rising use of wireless interfaces necessitates effective spectral reuse, addressed here
through a novel Fuzzy Logic-inspired Enhanced Reinforced Learning (FL-eRL) technique …

[HTML][HTML] Enhancing wireless sensor network security and efficiency with CNN-FL and NGO optimization

M Shanmathi, A Sonker, Z Hussain, M Ashraf… - Measurement …, 2024 - Elsevier
In this study, we discuss how Wireless Sensor Networks (WSN) are susceptible to malicious
assaults from malfunctioning nodes, which jeopardise the security of data transmission in …

Quantum-inspired adaptive loss detection and real-time image restoration for live optical quantum image transmission

TP Priyanka, R Reji, VL Narla… - Optical and Quantum …, 2024 - Springer
Maintaining image fidelity during transmission is challenging for live optical quantum image
transmission. This paper introduces a novel" Quantum-Inspired Adaptive Loss Detection and …

Empirical review on handwritten Devanagari script recognition techniques using AI approaches

S Jaiswal, K Chaudhari, S Tade… - … Journal of Creative …, 2024 - inderscienceonline.com
The digitisation of handwritten documents plays a crucial role in facilitating access, editing,
and long-term preservation of data. The Devanagari script, serving as a pillar for various …