Efficient Residual Shrinkage CNN Denoiser Design for Intelligent Signal Processing: Modulation Recognition, Detection, and Decoding
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2021.3126074
Abstract: The noises embedded in signals will degrade the signal processing quality. Traditional denoising algorithms might not work in practical systems since the statistical characteristics of noises might not be learned. To address this issue, we… read more here.
Keywords: modulation recognition; denoiser; signal processing; detection decoding ... See more keywords
Sneak Path Interference-Aware Adaptive Detection and Decoding for Resistive Memory Arrays
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2022.3186324
Abstract: Resistive random-access memory (ReRAM) is an emerging non-volatile memory technology for high-density and high-speed data storage. However, the sneak path interference (SPI) occurred in the ReRAM crossbar array seriously affects its data recovery performance. In… read more here.
Keywords: aware adaptive; detection decoding; adaptive detection; memory ... See more keywords
An Efficient Approximate EP-Based Iterative Detection and Decoding for Massive MIMO
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2023.3310362
Abstract: In this letter, an efficient approximate expectation propagation (EPA) based iterative detection and decoding (IDD) scheme named EPA-IDD is first proposed for LDPC-coded massive MIMO systems. EPA is applied in IDD to bypass the variance… read more here.
Keywords: based iterative; iterative detection; massive mimo; detection decoding ... See more keywords
Noncoherent Short Packet Detection and Decoding for Scatter Radio Sensor Networking
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Communications"
DOI: 10.1109/tcomm.2017.2665494
Abstract: Scatter radio, i.e., communication by means of reflection, has been recently proposed as a promising technology for low-power wireless sensor networks (WSNs). Specifically, this paper offers noncoherent receivers in scatter radio frequency-shift keying, for either… read more here.
Keywords: radio; scatter radio; detection decoding; packet ... See more keywords
A Low-Complexity Double EP-Based Detector for Iterative Detection and Decoding in MIMO
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Communications"
DOI: 10.1109/tcomm.2020.3043771
Abstract: We propose a new iterative detection and decoding (IDD) algorithm for multiple-input multiple-output (MIMO) based on expectation propagation (EP) with application to massive MIMO scenarios. Two main results are presented. We first introduce EP to… read more here.
Keywords: low complexity; detector; iterative detection; detection decoding ... See more keywords
Expectation Propagation-Based Parallel Iterative Detection and Decoding for Massive MIMO
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2023.3310343
Abstract: Expectation propagation (EP) has recently been considered with iterative detection and decoding (IDD) to enhance the bit error rate (BER) performance for coded massive Multiple-input Multiple-output (M-MIMO) system. However, current state-of-the-art (SOA) EP-based IDD schemes… read more here.
Keywords: detection; detection decoding; mimo; based parallel ... See more keywords
A Joint Detection and Decoding Scheme for PC-SCMA System Based on Pruning Iteration
Sign Up to like & getrecommendations! Published in 2020 at "Symmetry"
DOI: 10.3390/sym12101624
Abstract: Polar coding and sparse code multiple access (SCMA) are key technologies for 5G mobile communication, the joint design of them has a great significance to improve the overall performance of the transmitter-receiver symmetric wireless communication… read more here.
Keywords: system; performance; detection decoding; scma ... See more keywords