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- Volume 12, Issue 1, 2022
International Journal of Sensors Wireless Communications and Control - Volume 12, Issue 1, 2022
Volume 12, Issue 1, 2022
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Revisiting Feature Ranking Methods using Information-Centric and Evolutionary Approaches: Survey
Authors: Rashmi Gandhi, Udayan Ghose and Hardeo K. ThakurAbstract: Feature ranking can have a severe impact on the feature selection problem. Feature ranking methods refer to the structure of features that can accept the designed data and have a positive effect on the quality of features. Moreover, accessing useful features helps in reducing cost and improving the performance of a feature ranking algorithm. There are numerous methods for ranking the features that are availabl Read More
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An Investigation of Multilingual TDNN-BLSTM Acoustic Modeling for Hindi Speech Recognition
Authors: Ankit Kumar and Rajesh K. AggarwalBackground: In India, thousands of languages or dialects are in use. Most Indian dialects are low asset dialects. A well-performing Automatic Speech Recognition (ASR) system for Indian languages is unavailable due to a lack of resources. Hindi is one of them as large vocabulary Hindi speech datasets are not freely available. We have only a few hours of transcribed Hindi speech dataset. There is a lot of time and mone Read More
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Innovative Folding Bed Cum Chair Based on IoT-Cloud Technology
Authors: Surya N. Panda, Sumit Badotra, Simranjeet Singh, Rajesh Kaushal and Naveen KumarAim: The method of utilization of IoT and other evolving techniques in medical equipment design field is discussed in the present paper. A remotely managed interface equipped in a wheelchair cum bed is embedded for elderly or physically challenged people. With the help of a camera embedded in the proposed solution, a real-time remote monitoring of the patient is achieved using an android application on the concer Read More
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Smart Heart Rate Monitoring System (SHRMS) Using IoT for Patients Inside Emergency Vehicle
Authors: Jaspreet S. Bajaj, Naveen Kumar and Rajesh Kumar KaushalBackground: In developing countries, the healthcare system is facing numerous challenges. One of the major challenges faced by the healthcare system is that the healthcare service providers are meager and geographically far from the densely populated area. Objective: To overcome the above challenge, the present research work proposes SHRMS (Smart Heart Rate Monitoring System) which provides the ad-hoc services Read More
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Flexible, Piezoelectric Aluminum-Doped Zinc Oxide Energy Harvesters with Printed Electrodes for Wearable Applications
Aims: Recent advancements in sensing technology and wireless communications have accelerated the development of the Internet of Things (IoT) which promotes the usage of wearable sensors. An emerging trend is to develop self-sustainable wearable devices, thus eliminating the necessity of the user to carry bulky batteries. In this work, the development of a flexible piezoelectric energy harvester that is capable of harvesti Read More
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Using Double DQN and Sensor Information for Autonomous Driving
Authors: Ramesh Raghavan, Dinesh C. Verma and Tarun BansalBackground: In most of the researches, the autonomous driving problem is either solved with policy gradients or DQN. In this paper, we tried to eliminate the problem of policy gradients which is high variance and an overestimation of values in DQN. We used DDQN as it has low variance, and it solves the problem of overestimation in DQN. Aim: The main aim of this paper is to propose a framework for an autonomous driving Read More
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Secure Data Validation and Transmission in Cloud and IoT Through Ban Logic and KP-ABE
Authors: Narander Kumar and Jitendra K. SamriyaBackground: Cloud computing is a service that has undergone accelerated growth in the field of information technology in recent years. Privacy and security are challenging issues for cloud users and providers. Objective: This work aims at ensuring secured validation of user and protecting data during transmission for users in a public IoT-cloud environment. Existing security measures have failed by their single level of secur Read More
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A Salp Swarm Optimization for Dynamic Resource Management to Improve Quality of Service in Cloud Computing and IoT Environment
Authors: Narander Kumar and Surendra KumarBackground: Cloud Computing can process and utilize efficient resources within a metered premise. This feature is a significant research problem, giving great Quality-of-Services (QoS) to the clients in cloud. Objective: The objective of this study is to confirm QoS with minimum resource utilization time and costs, cloud service providers ought to receive self-versatile resource provisioning at each level. Various guidelines a Read More
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