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Underwater Acoustic Channel Adaptive Estimation using l21 Norms

2021/08/30 by Amer Aljanabi, Aljanabi, Amer, Mohanad Abd Shehab +7
Computer Science · Earth and Planetary Sciences · Engineering · #FOS: Mathematics #Optimization and Control (math.OC) #Speech and Audio Processing #Underwater Acoustics Research #Underwater Vehicles and Communication Systems

paper · pdf · doi:10.48550/arxiv.2108.13189

openalex publication_date 2021/08/30 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

The problem of underwater acoustic (UWA) channel estimation is the non-uniform sparse representation that may increase the algorithm complexity and the required time. A mathematical framework utilizing l21 constraint with two-dimensional frequency domain is employed to enhance the channel estimation. The frame work depends on both main and auxiliary channel information. The simulation results have been demonstrated that the proposed estimation method can improve some problems that are achieved with other norms like l1. Furthermore, it can achieve a better performance in terms of mean square error (MSE) and execution time.

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