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On sparse methods for array signal processing in the presence of interference

Pazos, Sebastian et al · Institute Of Electrical And Electronics Engineers · 2015

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We analyze the performance of several algorithms designed to solve the inverse sparse problem when they are applied to array signal processing. Specifically we study the error on the estimation of the complex envelope and the direction of arrival of signals of interest in the presence of interference sources using a uniform linear array. In particular, we compare the performance of the Enhanced Sparse Bayesian Learning (ESBL) algorithm against different algorithms tailored to this scenario. Since the former exploits interference information to diminish its unwanted effects, we find that it provides a reasonable tradeoff between runtime and estimation error. Fil: Pazos, Sebastian. Universidad Nacional de la Plata. Facultad de Ingenieria. Departamento de Electrotecnia. Laboratorio de Electronica Ind., Control E Instrumentac.; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina Fil: Hurtado, Martin. Universidad Nacional de la Plata. Facultad de Ingenieria. Departamento de Electrotecnia. Laboratorio de Electronica Ind., Control E Instrumentac.; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina

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APA 7

Pazos, S. E. A. (2015). On sparse methods for array signal processing in the presence of interference. http://hdl.handle.net/11336/13648

MLA

Pazos, Sebastian et al. "On sparse methods for array signal processing in the presence of interference." 2015. http://hdl.handle.net/11336/13648.

Chicago

Pazos, Sebastian et al. 2015. "On sparse methods for array signal processing in the presence of interference.". http://hdl.handle.net/11336/13648.

Harvard

Pazos, S. E. A. 2015, On sparse methods for array signal processing in the presence of interference, Institute Of Electrical And Electronics Engineers, available at: http://hdl.handle.net/11336/13648 [Accessed 7 Aug. 2026].

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Title
On sparse methods for array signal processing in the presence of interference
Author / contributors
Pazos, Sebastian et al
Publisher
Institute Of Electrical And Electronics Engineers
Publication year
2015
ISSN
1165-1168
ISSN
1165-1168
Language
English

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