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Article Dans Une Revue Journal of Telecommunications and Information Technology Année : 2023

Performance Comparison of Several Algorithms for Localization of Wideband Sources

Hassan Ougraz
Said Safi
  • Fonction : Auteur
Ahmed Boumezzough
  • Fonction : Auteur

Résumé

In recent years, researchers have tried to estimate the direction-of-arrival (DOA) of wideband sources and several novel techniques have been proposed. In this paper, we compare six algorithms for calculating the DOA of broadband signals, namely coherent subspace signal method (CSSM), two-sided correlation transformation (TCT), incoherent multiple signal classification (IMUSIC), test of orthogonality of frequency subspaces (TOFS), test of orthogonality of projected subspaces (TOPS), and squared TOPS (S-TOPS). The comparison is made through computer simulations for different parameters, such as signal-to-noise ratio (SNR), in order to establish the efficiency and performance of the discussed methods in noisy environments. CSSM and TCT require initial values, but the remaining approaches do not need any preprocessing.

Dates et versions

hal-04247696 , version 1 (18-10-2023)

Identifiants

Citer

Hassan Ougraz, Said Safi, Ahmed Boumezzough, Miloud Frikel. Performance Comparison of Several Algorithms for Localization of Wideband Sources. Journal of Telecommunications and Information Technology, 2023, 3 (2023), pp.21-29. ⟨10.26636/jtit.2023.3.1359⟩. ⟨hal-04247696⟩
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