[HTML][HTML] Application of reinforcement learning and deep learning in multiple-input and multiple-output (MIMO) systems
The current wireless communication infrastructure has to face exponential development in
mobile traffic size, which demands high data rate, reliability, and low latency. MIMO systems …
mobile traffic size, which demands high data rate, reliability, and low latency. MIMO systems …
Channel-aware adversarial attacks against deep learning-based wireless signal classifiers
This paper presents channel-aware adversarial attacks against deep learning-based
wireless signal classifiers. There is a transmitter that transmits signals with different …
wireless signal classifiers. There is a transmitter that transmits signals with different …
Compressive sampled CSI feedback method based on deep learning for FDD massive MIMO systems
Accurate downlink channel state information (CSI) is required to be fed back to the base
station (BS) in frequency division duplexing (FDD) massive multiple-input multiple-output …
station (BS) in frequency division duplexing (FDD) massive multiple-input multiple-output …
Lightweight convolutional neural networks for CSI feedback in massive MIMO
In frequency division duplex mode of massive multiple-input multiple-output systems, the
downlink channel state information (CSI) must be sent to the base station (BS) through a …
downlink channel state information (CSI) must be sent to the base station (BS) through a …
CAnet: Uplink-aided downlink channel acquisition in FDD massive MIMO using deep learning
In frequency-division duplexing systems, the downlink channel state information (CSI)
acquisition scheme leads to high training and feedback overhead. In this work, we propose …
acquisition scheme leads to high training and feedback overhead. In this work, we propose …
Erasure broadcast channels with intermittent feedback
Achievable data rates in wireless systems rely heavily on the available channel state
information (CSI) throughout the network. However, feedback links, which provide this …
information (CSI) throughout the network. However, feedback links, which provide this …
Content delivery over broadcast erasure channels with distributed random cache
We study the content delivery problem between a transmitter and two receivers through
erasure links, when each receiver has access to some random side-information about the …
erasure links, when each receiver has access to some random side-information about the …
Aggregated network for massive MIMO CSI feedback
In frequency division duplexing (FDD) mode, it is necessary to send the channel state
information (CSI) from user equipment to base station. The downlink CSI is essential for the …
information (CSI) from user equipment to base station. The downlink CSI is essential for the …