Add to ORKGThe wide variety in enabling technologies, operating scenarios, environments, and use cases required for the fifth generation (5G) communication system and beyond 5G (B5G) entails the availability of descriptive channel models. In this chapter, we revise the key requirements of efficient channel modeling for 5G and beyond, highlight the outstanding and expected challenges, and present the main efforts made in this domain by leading industrial and research entities. We review channel modeling through machine learning (ML) as a promising channel modeling approach and revise the compressed sensing (CS)-based channel modeling and estimation framework
International audience5G wireless communication networks are currently being deployed, and B5G netwo...
Wireless communications technologies have experienced an exponential development during the last dec...
One cornerstone in building future 5G and beyond wireless systems is to mimic the real-world environ...
Driven by the demand to accommodate today’s growing mobile traffic, 5G is designed to be a key enabl...
The standardization process of the fifth generation (5G) wireless communications has recently been a...
Resource optimisation is critical because 5G is intended to be a major enabler and a leading infrast...
Channel prediction is a mathematical predicting of the natural propagation of the signal that helps ...
In order to provide higher data rates, as well as better coverage, cost efficiency, security, adapta...
In this survey, a comprehensive study is provided, regarding the use of machine learning (ML) algori...
International audienceDriven by the demand to accommodate today's growing mobile traffic, 5G is desi...
Channel estimation plays a critical role in the system performance of wireless networks. In addition...
While cellular networks have continuously evolved in recent years, the industry has clearly seen unp...
The main objective of this paper is to present major challenges regarding the fifth generation (5G) ...
To provide higher data rates, as well as better coverage, cost efficiency, security, adaptability, an...
In this paper, we present a deep learning-based technique for channel estimation. By treating the ti...
International audience5G wireless communication networks are currently being deployed, and B5G netwo...
Wireless communications technologies have experienced an exponential development during the last dec...
One cornerstone in building future 5G and beyond wireless systems is to mimic the real-world environ...
Driven by the demand to accommodate today’s growing mobile traffic, 5G is designed to be a key enabl...
The standardization process of the fifth generation (5G) wireless communications has recently been a...
Resource optimisation is critical because 5G is intended to be a major enabler and a leading infrast...
Channel prediction is a mathematical predicting of the natural propagation of the signal that helps ...
In order to provide higher data rates, as well as better coverage, cost efficiency, security, adapta...
In this survey, a comprehensive study is provided, regarding the use of machine learning (ML) algori...
International audienceDriven by the demand to accommodate today's growing mobile traffic, 5G is desi...
Channel estimation plays a critical role in the system performance of wireless networks. In addition...
While cellular networks have continuously evolved in recent years, the industry has clearly seen unp...
The main objective of this paper is to present major challenges regarding the fifth generation (5G) ...
To provide higher data rates, as well as better coverage, cost efficiency, security, adaptability, an...
In this paper, we present a deep learning-based technique for channel estimation. By treating the ti...
International audience5G wireless communication networks are currently being deployed, and B5G netwo...
Wireless communications technologies have experienced an exponential development during the last dec...
One cornerstone in building future 5G and beyond wireless systems is to mimic the real-world environ...