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Cited by 72 publications
(21 citation statements)
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“…6G networks will enhance and expand 5G applications and will meet the following requirements [8,9] perform any decision based on the training data. ML is usually classified into three major categories [13]: supervised, unsupervised, and reinforcement learning.…”
Section: G Network Requirements and Challengesmentioning
confidence: 99%
“…6G networks will enhance and expand 5G applications and will meet the following requirements [8,9] perform any decision based on the training data. ML is usually classified into three major categories [13]: supervised, unsupervised, and reinforcement learning.…”
Section: G Network Requirements and Challengesmentioning
confidence: 99%
“…Although fifth-generation (5G) standards are not yet fully finalized, the roadmap for sixth-generation (6G) networks is already taking shape due to several industrial and academic research efforts [1]. 6G networks are expected to support more diversified services compared to 5G networks, which should create exciting business opportunities in many vertical sectors [2] Achieving this requires (i) improving the technologies behind the evolution of 5G, such as network slicing [3], and (ii) leveraging machine learning (ML)/artificial intelligence (AI) techniques, such as deep reinforcement learning (DRL) for an efficient management of network resources. In addition, to meeting the requirements of various industries, 6G should not only rely on new enabling technologies but also provide an innovative network architecture beyond current network designs.…”
Section: Introductionmentioning
confidence: 99%
“…Although this o cial status was only granted recently, researchers have been actively exploring this range of electromagnetic frequencies for decades [2,3], and in the process, have realized considerable progress in generating [4][5][6][7][8] and detecting [9][10][11][12] these waves to satisfy various application areas, including ultrafast spectroscopy [5,13,14], biomedicine [15,16] and security [17,18]. More recently, THz communications have received a lot of attention [19][20][21],…”
Section: Introductionmentioning
confidence: 99%
“…This is because the transmission distance is limited by the attenuation, and the appropriate frequency band must be speci ed by the application [22]. For example, for frequencies above 500 GHz and for THz links based on pulse sources, short-range indoor communications could become the most favorable grounds for the rapid development and sustainable implementation of THz communications [19,21]. On the other hand, the short propagation distances of THz waves positively limit interference, which could pave the way for a decentralized network not controlled by a single network operator [23].…”
Section: Introductionmentioning
confidence: 99%