Learning to search for MIMO detection
This paper proposes a novel learning to learn method, called learning to learn iterative
search algorithm (LISA), for signal detection in a multi-input multi-output (MIMO) system. The …
search algorithm (LISA), for signal detection in a multi-input multi-output (MIMO) system. The …
Efficient MIMO detection with imperfect channel knowledge-a deep learning approach
Multiple-input multiple-output (MIMO) system is the key technology for long term evolution
(LTE) and 5G. The information detection problem at the receiver side is in general difficult …
(LTE) and 5G. The information detection problem at the receiver side is in general difficult …
High-dimensional channel estimation for simultaneous localization and communications
Simultaneous localization and communication (SLAC) is a desirable feature of 5G and
beyond 5G wireless networks. To be able to implement SLAC, efficient high dimensional …
beyond 5G wireless networks. To be able to implement SLAC, efficient high dimensional …
Wideband mmWave massive MIMO channel estimation and localization
Spatial wideband effects are known to affect channel estimation and localization
performance in millimeter wave (mmWave) massive multiple-input multiple-output (MIMO) …
performance in millimeter wave (mmWave) massive multiple-input multiple-output (MIMO) …
Performance analysis of matched-filter detector for MIMO spatial multiplexing over Rayleigh fading channels with imperfect channel estimation
The matched-filter (MF) detector is the lowest complexity linear detector in practical MIMO
spatial multiplexing systems. Its performance is significantly affected by the number of …
spatial multiplexing systems. Its performance is significantly affected by the number of …
Closed-form bit error probability of ZF detection for OFDM-M-MIMO systems using effective noise PDF
D Chumchewkul, CC Tsimenidis - IEEE Access, 2022 - ieeexplore.ieee.org
This paper derives the closed-form bit error probability (BEP) of massive multiple-input,
multiple-output (M-MIMO) systems using orthogonal frequency-division multiplexing (OFDM) …
multiple-output (M-MIMO) systems using orthogonal frequency-division multiplexing (OFDM) …
Imnet: A learning based detector for index modulation aided mimo-ofdm systems
J Liu, H Lu - 2020 IEEE Wireless Communications and …, 2020 - ieeexplore.ieee.org
Index modulation (IM) brings the reduction of power consumption and complexity of
transmitter to classical multiple-input multiple-output orthogonal frequency division …
transmitter to classical multiple-input multiple-output orthogonal frequency division …
Imreconet: Learn to detect in index modulation aided mimo systems with complex valued neural networks
C Zhang, H Lu, J Liu - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
Index modulation (IM) reduces the power consumption and hardware cost of the multiple-
input multiple-output (MIMO) system by activating part of the antennas for data transmission …
input multiple-output (MIMO) system by activating part of the antennas for data transmission …
Performance analysis and comparison of approximate detectors with linear detectors in massive MIMO systems under imperfect channel state information
Massive MIMO systems are a key technology for enhancing the capacity and reliability of
wireless communication systems. However, to unlock the full potential of massive MIMO …
wireless communication systems. However, to unlock the full potential of massive MIMO …
Joint optimization of EE and SE considering interference threshold in ultra-dense networks
Due to the explosive growth of mobile data traffic, the Ultra-Dense Networks (UDN) becomes
one of the hot research technologies in the 5 th Generation mobile communication system …
one of the hot research technologies in the 5 th Generation mobile communication system …