Memory Polynomial with Shaped Memory Delay Profile and Modeling the Thermal Memory Effect

dc.authoridYuzer, Ahmet Hayrettin/0000-0003-2436-8179
dc.contributor.authorYuzer, A. H.
dc.contributor.authorBassam, S. A.
dc.contributor.authorGhannouchi, F. M.
dc.contributor.authorDemir, S.
dc.date.accessioned2024-09-29T16:11:17Z
dc.date.available2024-09-29T16:11:17Z
dc.date.issued2013
dc.departmentKarabük Üniversitesien_US
dc.description2013 IEEE International Conference on Electronics, Circuits, and Systems -- DEC 08-11, 2013 -- Abu Dhabi, U ARAB EMIRATESen_US
dc.description.abstractThis paper presents a proposal for a new memory polynomial modeling technique with non-uniform delay taps to capture the thermal memory effects in power amplifiers. In the proposed modeling structure, each order of the memory polynomial is assigned a different memory delay. The delay profile is an exponentially shaped function, instead of equal unit delays for all memory polynomial branches. Three different metrics, the memory effect modeling ratio (MEMR) and the normalized mean square error (NMSE) and spectrum error (SE) are used to benchmark the proposed exponentially shaped delay profile memorial polynomial model performance against previously published models, namely the memoryless, the unit delay and sparse delay memory based polynomial models. The model coefficients of four models are extracted for three different excitation signals, which were selected as a 64-QAM signal around 2.14 GHz with 20 kHz, 30 kHz and 40 kHz bandwidths, ensuring that the thermal memory effects dominate the electrical memory effects. It is shown that the proposed model outperforms all the previously published models for all three excitation signals used in the experiment.en_US
dc.description.sponsorshipIEEEen_US
dc.identifier.endpage588en_US
dc.identifier.isbn978-1-4799-2452-3
dc.identifier.startpage585en_US
dc.identifier.urihttps://hdl.handle.net/20.500.14619/8318
dc.identifier.wosWOS:000339725900152en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherIeeeen_US
dc.relation.ispartof2013 Ieee 20th International Conference On Electronics, Circuits, and Systems (Icecs)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.titleMemory Polynomial with Shaped Memory Delay Profile and Modeling the Thermal Memory Effecten_US
dc.typeConference Objecten_US

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