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Author

R. Sitharthan

Bio: R. Sitharthan is an academic researcher. The author has contributed to research in topics: Deep learning & Visualization. The author has an hindex of 1, co-authored 1 publications receiving 1 citations.

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Proceedings ArticleDOI
17 Aug 2022
TL;DR: A wearable smart band can be worn on a child's wrist for monitoring purpose and serve as a communication link between the child wearing and his or her parents as discussed by the authors , which also contributes to a reduction in crime rates.
Abstract: A real-time tracking system refers to a tracking device that send information to the end-user at a consistently high frequency. It offers clients with the following updates at regular intervals. GPS based tracking devices will send information about their situations by taking the signs. The proposed framework can be utilized for ensuring the security of humans. Today, most of the android phones are equipped with Global Positioning System (GPS). They can be productively used for security and insurance purposes. The proposed application is attractively designed to make it suitable for both younger and elderly population. A global positioning framework is used here to track and monitor children. The primary objective of the proposed research work is to create a novel framework, will allow parents to monitor their children even in their absence. In any case, with the global positioning framework, the parent can track and screen their child in a simple application. The real-time monitoring system is a multi-purpose security framework, which can be utilized in any health related Android applications. A wearable smart band can be worn on a child's wrist for monitoring purpose. This also contributes to a reduction in crime rates. This paper focuses on developing a wearable band, which assist in child monitoring. With the help of an online Android application, parents can easily monitor the children at home. The proposed prototype model is extremely beneficial for senior citizens and people suffering from memory disorders. Moreover, this device serves as a communication link between the child wearing and his or her parents.
Journal ArticleDOI
TL;DR: A novel smart fault diagnosis strategy is proposed while highlighting the potential aspects of existing schemes and reviewing the challenges and a novel convolutional neural network based scheme is emphasized in this paper.
Abstract: Navigation, aviation and several other fields of engineering extensively make use of rotating machinery. The stability and safety of the equipment as well as the personnel are affected by this machinery. Use of deep learning as the basis of intelligent fault diagnosis schemes has and investigation of other relevant fault diagnosis schemes has a large scope for development. Thorough exploration needs to be performed in deep neural network (DNN) based schemes as shallow layer network structure based fault diagnosis schemes that are currently available has several considerable limitations. The nonlinear problems may be processed during intelligent fault diagnosis using deep convolutional neural network, which is a special structure DNN. The convolutional neural network (CNN) based scheme is emphasized in this paper. The principle and basic structure of the model are introduced. In rotating machinery, the fault diagnosis schemes using CNN are analyzed and summarized. Various CNN schemes, the potential mechanisms and performance diagnosis are analyzed. A novel smart fault diagnosis strategy is proposed while highlighting the potential aspects of existing schemes and reviewing the challenges.
Proceedings ArticleDOI
17 Aug 2022
TL;DR: A wearable band, which assist in child monitoring, is developed, which is extremely beneficial for senior citizens and people suffering from memory disorders and serves as a communication link between the child wearing and his or her parents.
Abstract: A real-time tracking system refers to a tracking device that send information to the end-user at a consistently high frequency. It offers clients with the following updates at regular intervals. GPS based tracking devices will send information about their situations by taking the signs. The proposed framework can be utilized for ensuring the security of humans. Today, most of the android phones are equipped with Global Positioning System (GPS). They can be productively used for security and insurance purposes. The proposed application is attractively designed to make it suitable for both younger and elderly population. A global positioning framework is used here to track and monitor children. The primary objective of the proposed research work is to create a novel framework, will allow parents to monitor their children even in their absence. In any case, with the global positioning framework, the parent can track and screen their child in a simple application. The real-time monitoring system is a multi-purpose security framework, which can be utilized in any health related Android applications. A wearable smart band can be worn on a child's wrist for monitoring purpose. This also contributes to a reduction in crime rates. This paper focuses on developing a wearable band, which assist in child monitoring. With the help of an online Android application, parents can easily monitor the children at home. The proposed prototype model is extremely beneficial for senior citizens and people suffering from memory disorders. Moreover, this device serves as a communication link between the child wearing and his or her parents.