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An energy efficient simultaneous-node repositioning algorithm for mobile sensor networks
Published 2014“…In search and rescue, battlefield reconnaissance, and some other such applications, so that a survey of the area of interest can be made collectively, a set of mobile nodes is deployed. …”
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Machine learning in botda fibre sensor for distributed temperature measurement
Published 2023text::Thesis -
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Dynamic area coverage algorithms for static and mobile wireless sensor network environments using voronoi techniques
Published 2011“…In recent years, Wireless Sensor Networks (WSNs) have gained significant research attention due to their prospects in various applications. …”
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Simulation and Design of an Intelligent Mobile Robot for Fire Fighting
Published 2003“…A method of Path Recognition Algorithms (PRA) providing robots the autonomous ability to judge purpose of action likes human base on the input sensors from the environment. …”
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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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Optimization Method Using Modified Harmony Search For Coverage And Energy Efficiency In Wireless Sensor Network
Published 2018“…Coverage and energy efficiency metrics are two fundamental issues for almost all types of application in wireless sensor network (WSNs).Coverage reflects how well an area is monitored by sensor nodes and in energy efficient networks where less energy is consumed to provide the same level of services.These twin specifics are presented to evaluate the performance of a wireless sensor network.Due to its simplicity and ease of analysis,full coverage is widely implemented in many theoretical studies.However,sometimes full coverage is not the best way to represent some real-world application due to its strong restrictions and its deterministic characteristics.In this thesis,Modified Harmony Search algorithm (MHS) is proposed to achieve a sensor node deployment such that the covered area is optimal and data transfer has low energy consumption.Through computer simulations, experimental results verified that the proposed method improved the coverage of area in compare to some related methods.Based on the result obtain from every experiments,coverage area percentage performance is affected by the number of hotspots.This is shown by Harmony Search (HS) based method where the coverage area percentage increases as the number of hotspot increase. …”
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Simulated Kalman Filter with modified measurement, substitution mutation and hamming distance calculation for solving traveling salesman problem
Published 2022“…SKF algorithms and its variants have been implemented in at least nine areas of applications: drill path optimization, airport gate allocation problem (AGAP), assembly sequence planning (ASP), system identification, feature selection, image template matching, controller tuning, wireless sensor network, and engineering design problem. …”
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Data redundancy reduction scheme for data aggregation in wireless sensor network
Published 2020“…Wireless Sensor Network (WSN) is a set of sensor nodes that are densely and randomly deployed where the sensor nodes are not situated faraway from each other. …”
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Industry 4.0 With Intelligent Manufacturing 5G Mobile Robot Based On Genetic Algorithm
Published 2021“…This study aims to implement a robot system for industrial applications in real-time with remote sensors to enable humans. …”
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Multi-training sensor networks with bipartite conflict graphs
Published 2006“…In this work we take the view that a sensor network consists of a set of tiny sensors, massively deployed over a geographical area. …”
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Class binarization with self-adaptive algorithm to improve human activity recognition
Published 2018“…Even though deep learning becomes a recent imperative topic, model complexity is considered as a foremost drawback and impractical to be conducted. …”
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HUMAN MOTION ANALYSIS IN VIDEO SURVEILLANCE SYSTEM
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An Evolutionary Stream Clustering Technique for Outlier Detection
Published 2020“…Most of the traditional density-based clustering is not applicable in data streams due to its own characteristics. …”
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High-throughput and energy-efficient Contiki MAC layer scheme in IEEE 802.15.4 for structural health monitoring
Published 2021“…Finally, the implementation of the developed embedded algorithms for strain-based applications resulted in a power consumption reduction of 77% compared to centralized processing.…”
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Online teleoperation of writing manipulator through graphics processing unit based accelerated stereo vision
Published 2021“…Furthermore, the algorithms avoid computationally intensive correspondence problem by matching only the points of interest of a labeled pen to compute its position and orientation. …”
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