Binary MIMO detection via homotopy optimization and its deep adaptation
In this paper we consider maximum-likelihood (ML) MIMO detection under one-bit quantized
observations and binary symbol constellations. This problem is motivated by the recent …
observations and binary symbol constellations. This problem is motivated by the recent …
Accelerated and deep expectation maximization for one-bit MIMO-OFDM detection
In this paper we study the expectation maximization (EM) technique for one-bit MIMO-OFDM
detection (OMOD). Arising from the recent interest in massive MIMO with one-bit analog-to …
detection (OMOD). Arising from the recent interest in massive MIMO with one-bit analog-to …
Divide and conquer: One-bit MIMO-OFDM detection by inexact expectation maximization
Adopting one-bit analog-to-digital convertors (ADCs) for massive multiple-input multiple-
output (MIMO) implementations has great potential in reducing the hardware cost and power …
output (MIMO) implementations has great potential in reducing the hardware cost and power …
One-Bit MIMO Detection: From Global Maximum-Likelihood Detector to Amplitude Retrieval Approach
As communication systems advance towards the future 6G era, the incorporation of large-
scale antenna arrays in base stations (BSs) presents challenges such as increased …
scale antenna arrays in base stations (BSs) presents challenges such as increased …
An Efficient Global Algorithm for One-Bit Maximum-Likelihood MIMO Detection
There has been growing interest in implementing massive MIMO systems by one-bit analog-
to-digital converters (ADCs), which have the benefit of reducing the power consumption and …
to-digital converters (ADCs), which have the benefit of reducing the power consumption and …
Optimal channel equalizer for mmWave massive MIMO using 1-bit ADCs in frequency-selective channels
M Mohammadkarimi, M Ardakani - IEEE Communications …, 2020 - ieeexplore.ieee.org
Millimeter wave (mmWave) massive multiple-input and multiple-output (mMIMO) is a key
technology for increasing the capacity of the future wireless communication systems …
technology for increasing the capacity of the future wireless communication systems …
Reducing Quantizer Distortion Due to Insufficient Resolution in Massive MIMO Receivers
L Mailaender, A Molev-Shteiman… - IEEE Communications …, 2020 - ieeexplore.ieee.org
Use of low-resolution (1-4 bits) Analog-to-Digital Converters (ADCs) can reduce power
consumption in Massive Multiple-Input, Multiple-Output (MIMO) receivers. Ordinary linear …
consumption in Massive Multiple-Input, Multiple-Output (MIMO) receivers. Ordinary linear …