Artificial intelligence for 5G and beyond 5G: Implementations, algorithms, and optimizations
The communication industry is rapidly advancing towards 5G and beyond 5G (B5G) wireless
technologies in order to fulfill the ever-growing needs for higher data rates and improved …
technologies in order to fulfill the ever-growing needs for higher data rates and improved …
Beamspace channel estimation for massive MIMO mmWave systems: Algorithm and VLSI design
SH Mirfarshbafan, A Gallyas-Sanhueza… - … on Circuits and …, 2020 - ieeexplore.ieee.org
Millimeter-wave (mmWave) communication in combination with massive multiuser multiple-
input multiple-output (MU-MIMO) enables high-bandwidth data transmission to multiple …
input multiple-output (MU-MIMO) enables high-bandwidth data transmission to multiple …
Evaluation of quantum annealer performance via the massive MIMO problem
Quantum annealing offers an appealing route to handle large-scale optimization problems.
Existing Quantum Annealing processing units are readily available via cloud platform …
Existing Quantum Annealing processing units are readily available via cloud platform …
Approximate Belief-Selective Propagation Detector for Massive MIMO Systems
W Zhou, Z Ji, Z Tan, Z You, X Tan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
When faced with challenging antenna configurations or high-order modulations in realistic
propagation environments, the Belief Propagation (BP) MIMO detector outperforms its linear …
propagation environments, the Belief Propagation (BP) MIMO detector outperforms its linear …
Hardware topologies for decentralized large-scale MIMO detection using newton method
A Kulkarni, MA Ouameur… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Centralized Massive Multiple Input Multiple Output (MIMO) uplink detection techniques for
baseband processing possess severe bottleneck in terms of interconnect bandwidth and …
baseband processing possess severe bottleneck in terms of interconnect bandwidth and …
Efficient parallelization of 5G-PUSCH on a scalable RISC-V many-core processor
5G Radio access network disaggregation and soft-warization pose challenges in terms of
computational performance to the processing units. At the physical layer level, the baseband …
computational performance to the processing units. At the physical layer level, the baseband …
Automatic hybrid-precision quantization for MIMO detectors
In the design of wireless systems, quantization plays a critical role in hardware, which
directly affects both area efficiency and energy efficiency. Being an enabling technique, the …
directly affects both area efficiency and energy efficiency. Being an enabling technique, the …
Soft-output joint channel estimation and data detection using deep unfolding
We propose a novel soft-output joint channel estimation and data detection (JED) algorithm
for multiuser (MU) multiple-input multiple-output (MIMO) wireless communication systems …
for multiuser (MU) multiple-input multiple-output (MIMO) wireless communication systems …
DsMLP: A learning-based multi-layer perception for MIMO detection implemented by dynamic stochastic computing
Q Wu, J Kuang, J Tao, J Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As the number of antennas increases in multi-input and multi-output (MIMO) systems, even
linear detection methods suffer from sharply increasing complexity. This paper proposes a …
linear detection methods suffer from sharply increasing complexity. This paper proposes a …
A 0.58-mm2 2.76-Gb/s 79.8-pJ/b 256-QAM Message-Passing Detector for a 128 × 32 Massive MIMO Uplink System
Massive multiple-input-multiple-output (MIMO) detection uses a large number of antennas to
increase spectral efficiency at a cost of large computation resources and power in a base …
increase spectral efficiency at a cost of large computation resources and power in a base …