A new 5G radio evolution towards 5G-Advanced
The evolution of the fifth-generation (5G) new radio (NR) has progressed swiftly since the
third generation partnership project (3GPP) standardized the first NR version (Release 15) …
third generation partnership project (3GPP) standardized the first NR version (Release 15) …
Active sensing for communications by learning
This paper proposes a deep learning approach to a class of active sensing problems in
wireless communications in which an agent sequentially interacts with an environment over …
wireless communications in which an agent sequentially interacts with an environment over …
Role of deep learning in wireless communications
Traditional communication system design has always been based on the paradigm of first
establishing a mathematical model of the communication channel, then designing and …
establishing a mathematical model of the communication channel, then designing and …
A survey of advances in optimization methods for wireless communication system design
Mathematical optimization is now widely regarded as an indispensable modeling and
solution tool for the design of wireless communications systems. While optimization has …
solution tool for the design of wireless communications systems. While optimization has …
Energy efficient beamforming for small cell systems: A distributed learning and multicell coordination approach
The integration of small cell architecture and edge intelligence is expected to make high-
grade mobile connectivity accessible and thus provide smart and efficient services for …
grade mobile connectivity accessible and thus provide smart and efficient services for …
Deep learning for channel sensing and hybrid precoding in TDD massive MIMO OFDM systems
This paper proposes a deep learning approach to channel sensing and downlink hybrid
beamforming for massive multiple-input multiple-output systems operating in the time …
beamforming for massive multiple-input multiple-output systems operating in the time …
Localization with reconfigurable intelligent surface: An active sensing approach
This paper addresses an uplink localization problem in which a base station (BS) aims to
locate a remote user with the help of reconfigurable intelligent surfaces (RISs). We propose …
locate a remote user with the help of reconfigurable intelligent surfaces (RISs). We propose …
Active sensing for localization with reconfigurable intelligent surface
This paper addresses an uplink localization problem in which the base station (BS) aims to
locate a remote user with the aid of reconfigurable intelligent surface (RIS). This paper …
locate a remote user with the aid of reconfigurable intelligent surface (RIS). This paper …
A deep learning approach to location-and orientation-aided 3D beam selection for mmWave communications
S Rezaie, E De Carvalho… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Position-aided beam selection methods have been shown to be an effective approach to
achieve high beamforming gain while limiting the overhead and latency of initial access in …
achieve high beamforming gain while limiting the overhead and latency of initial access in …
Active sensing for two-sided beam alignment and reflection design using ping-pong pilots
Beam alignment is an important task for millimeter-wave (mmWave) communication,
because constructing aligned narrow beams both at the transmitter (Tx) and the receiver …
because constructing aligned narrow beams both at the transmitter (Tx) and the receiver …