Search Results - (( _ application ((acs algorithm) OR (based algorithm)) ) OR ( its application sensor algorithm ))*
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Performance comparison of classification algorithms for EEG-based remote epileptic seizure detection in wireless sensor networks
Published 2014“…Identification of epileptic seizure remotely by analyzing the electroencephalography (EEG) signal is very important for scalable sensor-based health systems.Classification is the most important technique for wide-ranging applications to categorize the items according to its features with respect to predefined set of classes.In this paper, we conduct a performance evaluation based on the noiseless and noisy EEG-based epileptic seizure data using various classification algorithms including BayesNet, DecisionTable, IBK, J48/C4.5, and VFI.The reconstructed and noisy EEG data are decomposed with discrete cosine transform into several sub-bands.In addition, some of statistical features are extracted from the wavelet coefficients to represent the whole EEG data inputs into the classifiers.Benchmark on widely used dataset is utilized for automatic epileptic seizure detection including both normal and epileptic EEG datasets.The classification accuracy results confirm that the selected classifiers have greater potentiality to identify the noisy epileptic disorders.…”
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Conference or Workshop Item -
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DC-based PV-powered home energy system
Published 2017“…A controller based on an algorithm of one time maximum power point (MPP) is proposed to mitigate those losses. …”
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Enhancement Of Clustering Algorithm Using 3D Euclidean Distance To Improve Network Connectivity In Wireless Sensor Networks For Correlated Node Behaviours
Published 2024thesis::doctoral thesis -
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Mobile data gathering algorithms for wireless sensor networks
Published 2014“…These mobile elements will go to each transmission range of each respective sensor to upload its data. In this research, a Mobile Data Gathering based Network Layout (MDG-NL) algorithm is proposed. …”
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Wearable based-sensor fall detection system using machine learning algorithm
Published 2021“…In this project, a wearable sensor-based fall detection system using a machine-learning algorithm had been developed. …”
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Proceeding Paper -
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LCSS-Based Algorithm for Computing Multivariate Data Set Similarity: A Case Study of Real-Time WSN Data
Published 2019“…Several non-metric-based algorithms are available in the literature, the most robust and reliable one is the dynamic programming-based technique. …”
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Observer-based fault detection with fuzzy variable gains and its application to industrial servo system
Published 2020“…In this paper, an adaptive high-accurate observer-based fault detection approach for industrial applications is proposed. …”
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Vision Based Multi Sensor Feedback System For Robot System With Intelligent
Published 2009“…This research focuses on building a vision based feedback system for robotics application that consists of image processor and two vision-based sensor devices. …”
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Tactile slippage analysis in optical three-axis tactile sensor for robotic hand
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A Survey Of Supervised Machine Learning In Wireless Sensor Network: A Power Management Perspective
Published 2013“…A power management in the wireless sensor network is considered as important criteria for any kind of wireless sensor network application. …”
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IOT-based fertigation system / Mohamad Amir Furqan Darus
Published 2024“…This abstract outlines an IoT-based fertigation system, focusing on key components like the ESP32 (ESPDuino-32), MDD3A Cytron motor driver, EC sensor, and water pump, and emphasizes its advantages.The IoT system incorporates various sensors, including those for soil moisture, temperature, humidity, nutrients, and Ph. …”
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Student Project
