Design and Implementation of Non-Power-of-Two FFT Architectures for 5G and Beyond

Bautista Loza, Víctor Manuel ORCID: https://orcid.org/0000-0002-5077-4210 (2022). Design and Implementation of Non-Power-of-Two FFT Architectures for 5G and Beyond. Tesis (Master), E.T.S.I. Telecomunicación (UPM).

Descripción

Título: Design and Implementation of Non-Power-of-Two FFT Architectures for 5G and Beyond
Autor/es:
Director/es:
Tipo de Documento: Tesis (Master)
Título del máster: Ingeniería de Sistemas Electrónicos
Fecha: Julio 2022
Materias:
ODS:
Palabras Clave Informales: FPGA, VHDL, ASIC, SDF, FFT, DFT, pipelined, butterfly, non-power-of-two
Escuela: E.T.S.I. Telecomunicación (UPM)
Departamento: Ingeniería Electrónica
Licencias Creative Commons: Reconocimiento - Sin obra derivada - No comercial

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Resumen

In modern communication systems, hardware architectures are used to process the fast Fourier transform (FFT), which is an essential component of the transmitters and receivers of these systems. In the new generation of 5G communication, it is established that the size of the FFTs does not need to be power-of-two. This opens the door to the possibility of processing FFTs whose size is a product of powers of two, three and five. The design of these architectures is a field that has not been explored enough to achieve a high degree of optimization, unlike architectures whose size is power-of-two, which are currently quite efficient.

In this Master Thesis, efficient pipelined FFT architectures for non-power-of-two sizes have been designed. They process serial data at a rate of one sample per clock cycle. This is achieved by reducing the number of hardware resources while maximizing the use of them.

This Master Thesis starts from previous designs of butterflies for serial processing, which are essential components of the architectures. This Master Thesis is divided in the following steps: Analyze the FFT algorithm for sizes that are non-powers-of-two, determine the input and output data orders, design the permutation circuits of the architectures, implement the architectures by connecting the butterflies and the permutation circuits, and obtain experimental results on FPGAs.

The experimental results obtained by the proposed architectures improve the power-of-two SDF FFT architectures and represents a step forward in the development of efficient architectures for FFTs used in 5G and beyond.

Proyectos asociados

Tipo
Código
Acrónimo
Responsable
Título
Gobierno de España
PID2021-126991NA-I00
RAFFTING
Mario Garrido
Realizing Advanced FFT Implementations for 6G

Más información

ID de Registro: 87777
Identificador DC: https://oa.upm.es/87777/
Identificador OAI: oai:oa.upm.es:87777
Depositado por: Víctor Manuel Bautista loza
Depositado el: 12 Feb 2025 07:49
Ultima Modificación: 18 Feb 2025 09:36