Papers by Hasanain A.A Alshadoodee
Movement tracking on FPGA board DE2
Research Square (Research Square), Aug 8, 2022
Social networks or social media have become an essential part of our lives today, at least in the... more Social networks or social media have become an essential part of our lives today, at least in their virtual dimension, and the image of the web world is almost impossible without the presence of this pervasive phenomenon. These networks are one of the important components of the information infrastructure, such as Twitter networks, Facebook networks, and so on. In the analysis of social networks, one of the important issues is the detection of community. Each community is a group of network nodes so that the connection between nodes within the group with each other is more than their connection with other network nodes. Various methods have been proposed for community detection. One of the existing methods is based on data stream clustering. The output data of a social network can be modeled with a data stream. Fast and accurate clustering of this data stream can be very effective in the detection of community. In order to increase the accuracy of the clustering process, the crow search optimization algorithm has been used. So In this research, using a fast and accurate online clustering algorithm, the community is detected. The simulation results indicate that the method proposed in this research can calculate the number of clusters optimally and perform better than similar methods. The proposed algorithm can be used in many other applications.
Bulletin of Electrical Engineering and Informatics
This study illustrates the role of artificial intelligence in enhancing administrative decision s... more This study illustrates the role of artificial intelligence in enhancing administrative decision support systems by depend on knowledge management. As per new technologies are evolving and the workflow need more concious approach of implementation, thus the role of artificial intelligence is evolved in support to decision making. The study takes privates college administration as a varible on which the results rely. The upgrades in innovation have upgraded most techniques for leading business tasks that further develop organizations and administration conveyance. Companies in this area need to wander into digitizing of all industry cycles, business sequences linked to administration and more essential services in educational institutes over time. The need for a proper decision-making support using knowledge management stills create a big gap in the foundation of an effective and efficient eductaional system for the good governance and to improve the image of some institute. The exami...
Digital Camera in Movement Tracking on FPGA Board DE2
2019 International Russian Automation Conference (RusAutoCon)
This project deals with the problem of detecting objects in real-time using the Altera DE2- FPGA ... more This project deals with the problem of detecting objects in real-time using the Altera DE2- FPGA to store and manipulate images. The detection algorithm was the object selected to subtract the background. The search reveals the sequence of the image or video, and this paper suggests a new way to detect a moving object based on the background subtraction. Background subtraction is one of the simplest algorithms to detect the object in an image. There are many high complexity accessories that produce better results. The main objective of this project is to track certain parts and detect realtime movement and build the basic work execution that can be used to support and strengthen future projects. In order to achieve the proposed objectives, a specific motion tracking is detected based on a particular color and part of the image by the subtraction algorithm, specify the motion location to store and manipulate the image.
Bulletin of Electrical Engineering and Informatics
The aim of this paper is to integrate security and privacy in mmWave communications. MmWave commu... more The aim of this paper is to integrate security and privacy in mmWave communications. MmWave communication mechanism access three major key components of secure communication (SC) operations. proposed design for mmWave communication facilitates the detection of the primary signal in physical (PHY) layer to find the spectrum throughput for primary user (PU) and secondary user (SU). The throughput of SC for PU with maximum throughput being recorded at 0.7934 while maximum throughput for SU is recorded at 0.7679. So, we will design a mmWave communication mechanism for solving this problem. The probability for sensing where the probability of detection (PD) is predicted at a defined range of 690 km with an estimated accuracy of 83.56% while the probability of false alarm (PFA) is predicted at a defined range of 230 km with an estimated accuracy of 81.39%. This conflicting but interrelated issue is investigated over three stages for the purpose of solving with a cross-layer model with MAC...
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Papers by Hasanain A.A Alshadoodee