Yazar "Atiyah, Israa Salman" seçeneğine göre listele

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    LAN based GIS optimization for coverage in wireless networks
    (Institute of Electrical and Electronics Engineers Inc., 2023) Atiyah, Israa Salman; Cansever, Galip; Ahmed, Ali Saadoon
    Machine learning is a branch of artificial intelligence based on the idea that systems can learn to identify patterns and make decisions with a minimum of human intervention. In this Paper, demonstration learning will be used, using neural networks in a prototype of a drone built to perform trajectories in controlled environments. To accelerate the training convergence process, a new training data selection approach has been introduced, which picks data from the experience pool based on priority instead of randomness. An autonomous maneuver strategy for dual-UAV olive formation air warfare is provided, which makes use of UAV capabilities such as obstacle avoidance, formation, and confrontation to maximize the effectiveness of the attack.