Abstract: Despite the transformative potential of generative artificial intelligence (AI) systems within enterprise digital platforms, there still exist gaps in understanding the challenges and ...

Abstract: In this letter, an in-band full-duplex integrated sensing and communications (ISAC) system based on orthogonal frequency division multiplexing (OFDM) modulation is proposed. We introduce a ...

Abstract: Optical and synthetic aperture radar (SAR) remote sensing are crucial for ship detection. Integrating SAR’s all-weather imaging with optical data’s shape recognition enhances downstream ...

Abstract: This paper delves into the dynamic resource allocation challenges for spectrum sharing in Vehicle-to-Everything (V2X) communication, influenced by the time-varying channel conditions. We ...

Abstract: Automatic medical image segmentation is a crucial topic in the medical domain and successively a critical counterpart in the computer-aided diagnosis paradigm. U-Net is the most widespread ...

Abstract: Mathematical optimization is now widely regarded as an indispensable modeling and solution tool for the design of wireless communications systems. While optimization has played a significant ...

Abstract: Evolutionary Reinforcement Learning (ERL), which integrates Evolutionary Algorithms (EAs) and Reinforcement Learning (RL) for optimization, has demonstrated remarkable performance ...

Abstract: In large smart factories, massive microservices compose complicated modular IT systems, providing various service functions. However, large microservices-based IT systems incur sophisticated ...

Abstract: Autonomous driving has achieved significant milestones in research and development over the last two decades. There is increasing interest in the field as the deployment of autonomous ...

Abstract: Cluster analysis plays an indispensable role in machine learning and data mining. Learning a good data representation is crucial for clustering algorithms. Recently, deep clustering (DC), ...

Abstract: Convolutional neural networks (CNNs) and Transformers have made impressive progress in the field of remote sensing change detection (CD). However, both architectures have inherent ...

Abstract: Satellite communications (Satcoms) systems have become an integral part of modern society, providing critical infrastructure for a wide range of applications. However, as the reliance on ...