Výsledky vyhledávání - Revisited Approximate Message Passing Algorithm

Multipath Component Power Delay Profile Based Ranging Autor Xiao, Fangqing, Zhao, Zilu, Slock, Dirk T. M.

“…Precision ranging technology has become indispensable for ensuring efficient, reliable, and low-latency fifth-generation (5G) networks. In this paper, we…”
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Power Delay Profile Based Ranging via Approximate EM-ReVAMP Autor Xiao, Fangqing, Zhao, Zilu, Slock, Dirk

“…)-Revisited Approximate Message Passing (ReVAMP) algorithm. This algorithm is specifically designed to handle challenges in parameter estimation for generalized linear models (GLMs…”
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Channel State Information Based Ranging via EM-reVAMP Algorithm Autor Xiao, Fangqing, Zhao, Zilu, Slock, Dirk

“… distance, we propose a CSI-based ranging method utilizing the Expectation Maximization (EM)-Revisited Approximate Message Passing…”
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Extrinsics and Linearized Component-Wise Conditionally Unbiased MMSE Estimation as in GAMP Autor Zhao, Zilu, Xiao, Fangqing, Slock, Dirk

“…Generalized Approximate Message Passing (GAMP) algorithms have demonstrated significant efficacy in signal re-covery…”
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Doubly Iterative Turbo Equalization: Optimization through Deep Unfolding Autor Sahin, Serdar, Poulliat, Charly, Cipriano, Antonio Maria, Boucheret, Marie-Laure

“…), and iterative signal-recovery methods, such as approximate message passing (AMP) algorithms are evaluated as frequency domain equalizers (FDE…”
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Breaking the Gaussian Barrier: Leveraging ReGVAMP to Extend EKF and IEKF Autor Xiao, Fangqing, Slock, Dirk

“… This paper presents a novel approach to tackle non-Gaussian noise leveraging the revisited Generalized Vector Approximate Message Passing (ReGVAMP…”
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