Speeding up the Discrete Cosine Transform Through Custom Operations and Fixed-Point Arithmetic

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dc.contributor.authorAkçay, Latif
dc.contributor.authorEngin, Mustafa Alptekin
dc.date.accessioned2026-02-08T15:03:28Z
dc.date.available2026-02-08T15:03:28Z
dc.date.issued2025
dc.departmentBursa Teknik Üniversitesi
dc.description2023/69002-01
dc.description.abstractDigital signal processing applications are becoming increasingly important because modern systems work with much larger amounts of data than before. The Discrete Cosine Transform (DCT), used in almost all multimedia compression methods, creates a significant computational load especially in resource-constrained embedded systems. This study proposes four custom operations compatible with Transport-Triggered Architecture (TTA). To enhance computational efficiency and avoid floating-point overhead, fixed-point arithmetic is used. To analyse the effect of the proposed operations, different Application-Specific Instruction Set Processor (ASIP) configurations were created on a general-purpose processor architecture. Performance analyses show that speedups between 2x and 3.5x are achieved. In addition, the developed processor models have been implemented in hardware. FPGA synthesis results indicate a reasonable increase in chip area, showing that the proposed solutions could be an efficient alternative, particularly for limited-resource embedded systems.
dc.description.sponsorshipBayburt University Scientific Research Projects Coordination Unit
dc.identifier.doi10.38088/jise.1712080
dc.identifier.endpage278
dc.identifier.issn2602-4217
dc.identifier.issue2
dc.identifier.startpage268
dc.identifier.urihttps://doi.org/10.38088/jise.1712080
dc.identifier.urihttps://hdl.handle.net/20.500.12885/4132
dc.identifier.volume9
dc.language.isoen
dc.publisherBursa Teknik Üniversitesi
dc.relation.ispartofJournal of Innovative Science and Engineering
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_DergiPark_20260207
dc.subjectImage Processing
dc.subjectGörüntü İşleme [EN] Digital Processor Architectures
dc.subjectDijital İşlemci Mimarileri
dc.titleSpeeding up the Discrete Cosine Transform Through Custom Operations and Fixed-Point Arithmetic
dc.typeArticle

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