Search Results - (( data navigation using algorithm ) OR ( using optimization _ algorithm ))
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Investigating rendering speed and download rate of three-dimension (3D) mobile map intended for navigation aid using genetic algorithm
Published 2014“…This paper investigates the trade-off between rendering speed and download rate of the 3D mobile map using genetic algorithm (GA). The reason of using GA is because it takes larger problem space than other algorithms for optimization, which is well suited for establishing fast 3D map rendering speed on-the-fly to the mobile device that requires useful solutions for optimization. …”
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Proceeding Paper -
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A data driven approach to wind plant control using moth-flame optimization (MFO) algorithm
Published 2019“…This article presents an investigation of a data driven approach using moth-flame optimization algorithm (MFO) to the problem of improving wind plants power generation. …”
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Sampling-based online motion planning for mobile robots: utilization of Tabu search and adaptive neuro-fuzzy inference system
Published 2019“…Furthermore, a heuristic dataset generator is implemented to provide enough data for the ANFIS using a randomized procedure. …”
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A generalized laser simulator algorithm for optimal path planning in constraints environment
Published 2022“…A statistical test was used to demonstrate the efficiency of the proposed algorithm over the compared methods. …”
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Thesis -
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Design optimization and navigation for autonomous guided vehicle (AGV) in agriculture plantation
Published 2024“…In this project, the LIDAR is used as the main sensor for navigational purposes for travel around the experimental area. …”
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Construction and optimization of financial risk management model based on financial data and text data influencing information system
Published 2024“…Westudy how textual data aids financial risk management algorithms' risk prediction. …”
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Improvement of an integrated global positioning system and inertial navigation system for land navigation application
Published 2012“…The proposed hybrid method is simple, easy to implement and can be used to automate the INS-error estimation step used in the proposed integrated GPS/INS navigator. …”
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Thesis -
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Energy efficiency mechanism using mobile-based fermat's spiral in wireless sensor networks
Published 2011“…We evaluated the performance of wireless sensor network using minimum spanning tree algorithm specifically Prim’s Algorithm in order to know the bottleneck effect on wireless sensor network and propose a better solution performance based on Fermat Spiral model. …”
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Proceeding Paper -
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3D LiDAR Vehicle Perception and Classification Using 3D Machine Learning Algorithm
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Conference or Workshop Item -
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Clustering Based on Customers’ Behaviour in Accepting Personal Loan using Unsupervised Machine Learning
Published 2023“…This research contributes novel insights into the application of clustering algorithms in banking, proposing pragmatic solutions for efficient data analysis and campaign optimization. …”
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An autonomous wheelchair speed control using fuzzy logic controller / Muhammad Ashraf Mohamad Ghazali
Published 2025“…To address this issue, the system must interpret vibration input from the autonomous wheelchair’s sensors to adjust speed to ensure safe navigation across various road condition. Main focus of this study is developing a DC motor speed control using fuzzy logic control in response to a vibration sensing mechanism with the aim of integrating the system into a wheelchair to enhance safety while navigating unpredictable road conditions. …”
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Thesis -
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Deep Reinforcement Learning For Control
Published 2021“…As a consequence, the agent is expected to have trained behaviors and navigation without crashing. The complete project is carried out in the CARLA simulator to determine how to operate in discrete action space using Deep Reinforcement Learning (DRL) algorithms. …”
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Monograph -
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Design and modelling of an autonomous robotic airship with soft computing control
Published 2012“…Along with the prototype airship, a path planner was also proposed for the UAV for the purpose of obstacle avoidance and path optimization using genetic algorithm to minimize on the distance travelled and to generate the shortest path to cover the specified waypoints. …”
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Thesis -
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Model Predictive Controller (MPC) Design for an UAV Quadcopter in Windy Critical Environment
Published 2025“…This research enhances UAV navigation effectiveness and stability through the development of a robust controller—specifically, a cascade Model Predictive Control (MPC) algorithm, optimized for continuous gust conditions as modelled by the Dryden wind turbulence approach. …”
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A Development Of An Internet Of Things Equipped Unmanned Ground Vehicle For Surveilance Purpose
Published 2019“…Therefore, controller is used for navigation before and after approaching obstacles. …”
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Monograph -
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Development of obstable avoidance system for 3D robot navigation
Published 2024“…In conclusion, the developed algorithm enables the robot to detect obstacles that are not on the same plane as the 2D LiDAR and cannot be detected using depth camera data.…”
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Final Year Project / Dissertation / Thesis -
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Design Of Navigation Algorithm For F_Bot For Patrolling Using Fuzzy Logic
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Monograph -
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A Review: Current Trend of Immersive Technologies for Indoor Navigation and the Algorithms
Published 2024“…Based on the findings of this review, we can conclude that an efficient solution for indoor navigation that uses the capabilities of embedded data and technological advances in immersive technologies can be achieved by training the shortest path algorithm with a deep learning algorithm to enhance the indoor navigation system.…”
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