GAMP or GOAMP/GVAMP Receiver in Generalized Linear Systems: Achievable Rate, Coding Principle, and Comparative Study
This paper investigates the generalized linear system (GLS), widely employed to evaluate
the impact of nonlinear preprocessing on wireless transceivers. Two state-of-the-art signal …
the impact of nonlinear preprocessing on wireless transceivers. Two state-of-the-art signal …
FBMC-based Massive Connectivity With Asynchronous Transmission in Frequency-Selective Fading Channels
Y Qi, J Dang, Z Zhang, Z Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The robustness of filter bank multi-carrier (FBMC) against delays is appealing for
asynchronous grant-free massive connectivity systems. In this paper, we study the joint …
asynchronous grant-free massive connectivity systems. In this paper, we study the joint …
Vector Approximate Survey Propagation for Model-Mismatched Estimation (Or: How to Achieve Kabashima's 1RSB Prediction)
Q Chen, H Zhang, H Zhu - arXiv preprint arXiv:2311.05111, 2023 - arxiv.org
For approximate inference in high-dimensional generalized linear models (GLMs), the
performance of an estimator may significantly degrade when mismatch exists between the …
performance of an estimator may significantly degrade when mismatch exists between the …
Hybrid Generalized Approximate Message Passing for Active User Detection and Channel Estimation with Correlated Group-Heterogeneous Activity
The random access procedure is a bottleneck to the development of wireless networks
supporting the use cases of massive machine-type communication and ultra reliable and …
supporting the use cases of massive machine-type communication and ultra reliable and …