LoRD-Net: Unfolded deep detection network with low-resolution receivers

S Khobahi, N Shlezinger… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… their noisy low-resolution quantized measurements is widely encountered in communications
… discuss in the sequel how its optimization can be incorporated into the detection method. …

Soft-output detection methods for sparse millimeter-wave MIMO systems with low-precision ADCs

YS Jeon, H Do, SN Hong, N Lee - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… can be used in the detection. Since the focus of our work is to develop the soft-output detection
methods by optimally combining the quantized observations in the detection method, we …

Performance improvement of IM-DD OFDM systems by nonuniform DAC output levels

D Xue, W Li, Z He, M Luo, H Li, X Li - Asia Communications and …, 2018 - opg.optica.org
… to quantization noise ratios of the nonuniform quantization … uniform quantization method
by using 3-bit DAC to quantize … a DAC optimization scheme, which calculates the optimized

Deep Learning-Assisted OFDM Detection with Hardware Impairments

A Singh, S Sharma, K Deka… - … of Communications and …, 2023 - ieeexplore.ieee.org
… The noisy image is treated as a low-resolution image, and … signal detection in the presence
of HIs for the OFDM system … , DC offset, CFO, and quantization errors, can degrade the …

An AMP based decoder for massive MU-MIMO-OFDM with low-resolution ADCs

C Cao, H Li, Z Hu - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
quantized MIMO-OFDM system, in which the estimation still rely on solving impracticable
complex high-dimensional optimization … we compare the low-resolution ADC systems using our …

Is multipath channel beneficial for wideband massive MIMO with low-resolution ADCs?

M He, W Xu, H Shen, C Pan, C Zhao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… Under perfect CSI, we discover that an increment of … for combating the impact of low-resolution
quantization. In this article, … massive MIMO-OFDM system with low-resolution ADCs. While …

The Cost of Noncoherence: Avoiding Channel Estimation Through Differential Encoding in Phase Quantized Systems

S Gayan, H Inaltekin, R Senanayake… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
… We will derive the MLE for the class of block-2 detectors for low-resolution quantization and
also show that it is optimum among the class of block-L detectors in an important case of n = …

OPTCOMNET: Optimized neural networks for low-complexity channel estimation

M van Lier, A Balatsoukas-Stimming… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
… -assisted channel estimation in an OFDM system in order to avoid … -channel is treated as a
low-resolution image and a super-… In Section III-C, we show that both quantization and pruning …

A correlating receiver for ofdm at low snr

ABJ Kokkeler, GJM Smit - 2011 IEEE 73rd Vehicular …, 2011 - ieeexplore.ieee.org
… on coarse quantization and low resolution cross correlation to … TDDD respectively) can be
used in an OFDM system [8], [9]. … additional element and its optimization from a computational …

Are the data rates predicted by the analytic analysis of receivers with low resolution ADCs achievable?

K Roth, H Pirzadeh, AL Swindlehurst… - … on Networks and …, 2018 - ieeexplore.ieee.org
… of length 16 having the best performance, and we note that … quantization error can be
modeled as Gaussian. Thus, in all the link-level processing steps we simply treat the quantization