Ahona Ghosh

Ahona Ghosh is a B.Tech., M.Tech. in Computer Science and Engineering and presently is an AICTE Doctoral Fellow in the Department of Computer Science and Engineering, Maulana Abul Kalam Azad University of Technology, West Bengal (In House). She has qualified for NTA NET twice. Before joining her Ph.D., she was an Assistant Professor in the Department of Computational Science at Brainware University, Barasat, Kolkata. Her research interests include Machine Learning, Human-Computer Interaction, and the Internet of Things.

Publications

Machine Learning Approach for Robot Navigation Using Motor Imagery Signals
Machine Learning Approach for Robot Navigation Using Motor Imagery Signals
Pratyay Das, Amit Kumar Shankar, Ahona Ghosh, Sriparna Saha. © 2024. 32 pages.
Electroencephalography (EEG) signals have been used for different healthcare applications like motor and cognitive rehabilitation. In this study, motor imagery data of different...
Internet of Things-Combined Deep Learning for Electroencephalography-Based E-Healthcare
Internet of Things-Combined Deep Learning for Electroencephalography-Based E-Healthcare
Sima Das, Ahona Ghosh, Sriparna Saha. © 2024. 20 pages.
Deep Learning (DL) is the most popular subset of machine learning, with many applications in healthcare and other areas. On the other hand, electroencephalography has effectively...
A Machine Learning Approach Towards Yoga Exercise Classification for Pain Recovery
A Machine Learning Approach Towards Yoga Exercise Classification for Pain Recovery
Ahona Ghosh, Sriparna Saha, Indranil Sarkar. © 2024. 21 pages.
Due to the sedentary life of people, back pain is a common problem in young individuals as well as for elderly persons. To prevent it, or reduce it, back stretch exercises are...
An Automatic Approach to Control Wheelchair Movement for Rehabilitation Using Electroencephalogram
An Automatic Approach to Control Wheelchair Movement for Rehabilitation Using Electroencephalogram
Darunjeet Bag, Ahona Ghosh, Sriparna Saha. © 2023. 22 pages.
Modern science and technology development enables humans to control devices using their brains. brain computer interface (BCI) system using EEG (Electroencephalogram) is a...
A Review on Gaming Effects on Cognitive Load for Smart Healthcare and Its Security
A Review on Gaming Effects on Cognitive Load for Smart Healthcare and Its Security
Sima Das, Ahona Ghosh, Sriparna Saha. © 2023. 28 pages.
Constructive and damaging effects of video game playing on the human brain have been emerging areas of study . It has been proved that playing a video game for a certain time...
A Comprehensive Survey on Rehabilitative Applications of Electroencephalogram in Healthcare
A Comprehensive Survey on Rehabilitative Applications of Electroencephalogram in Healthcare
Pritam Chatterjee, Ahona Ghosh, Sriparna Saha. © 2023. 31 pages.
A set of therapeutic control required for persons suffering from or expected to suffer from limitations in daily living activities is called rehabilitation which can restore or...
Studies on Electroencephalogram for Upper Limb Rehabilitation
Studies on Electroencephalogram for Upper Limb Rehabilitation
Ritwika Ghosh, Ahona Ghosh, Sriparna Saha. © 2023. 22 pages.
Upper limb movement decoding from electroencephalogram (EEG) signals is an emerging field that has gained increasing attention over the past few years for its application in...
An Extensive Analysis of Flying Ad-Hoc Network Applications and Routing Protocols in Agriculture
An Extensive Analysis of Flying Ad-Hoc Network Applications and Routing Protocols in Agriculture
Ahona Ghosh, Caprio Mistry, Mousumi Biswas. © 2022. 19 pages.
Agriculture and irrigation are sources of man's potential. For the sake of cost-effectiveness and the betterment of agricultural professionals, UAVs (unmanned aerial...
A Machine Learning Approach Towards Heart Attack Prediction
A Machine Learning Approach Towards Heart Attack Prediction
Ahona Ghosh, Moutushi Seth Sharma, Sriparna Saha. © 2022. 27 pages.
Various types of heart diseases and conditions leading to increasing chance of heart attack have been a serious concern all over the world. Several factors like blood pressure...
A Review on the Applications of Unmanned Aerial Vehicles and Internet of Things Towards Smart Farming
A Review on the Applications of Unmanned Aerial Vehicles and Internet of Things Towards Smart Farming
Caprio Mistry, Ahona Ghosh, Mousumi Biswas, Arighna Basak, Bikalpa Bagui. © 2022. 28 pages.
In order to commercialize in the industry, various sensors and electrical gadgets are used to keep prices low in a few fields. Unmanned aerial vehicles (UAVs) can be utilized for...
Interactive Game-Based Motor Rehabilitation Using Hybrid Sensor Architecture
Interactive Game-Based Motor Rehabilitation Using Hybrid Sensor Architecture
Ahona Ghosh, Sriparna Saha. © 2020. 26 pages.
Game consoles that use interactive interfaces have drawn users' attention as they reduce the total cost and are user-friendly too. This chapter introduces an interactive game...
Secured Energy-Efficient Routing in Wireless Sensor Networks Using Machine Learning Algorithm: Fundamentals and Applications
Secured Energy-Efficient Routing in Wireless Sensor Networks Using Machine Learning Algorithm: Fundamentals and Applications
Ahona Ghosh, Chiung Ching Ho, Robert Bestak. © 2020. 19 pages.
Wireless sensor networks consist of unattended small sensor nodes having low energy and low range of communication. It has been observed that if there is any system to...