Mitigating PAPR in cooperative wireless networks with frequency selective channels and relay selection

The focus of this thesis is peak-to-average power ratio (PAPR) reduction in cooperative wireless networks which exploit orthogonal frequency division multiplexing in transmission. To reduce the PAPR clipping is employed at the source node. The first contribution focuses upon an amplify-and-forward (AF) type network with four relay nodes which exploits distributed closed loop extended orthogonal space frequency block coding to improve end-to-end performance. Oversampling and filtering are used at the source node to reduce out-of-band interference and the iterative amplitude reconstruction decoding technique is used at the destination node to mitigate in-band distortion which is introduced by the clipping process. In addition, by exploiting quantized group feedback and phase rotation at two of the relay nodes, the system achieves full cooperative diversity in addition to array gain. The second contribution area is outage probability analysis in the context of multi-relay selection in a cooperative AF network with frequency selective fading channels. The gains of time domain multi-path fading channels with L paths are modeled with an Erlang distribution. General closed form expressions for the lower and upper bounds of outage probability are derived for arbitrary channel length L as a function of end-to-end signal to noise ratio. This analysis is then extended for the case when single relay selection from an arbitrary number of relay nodes M is performed. The spatial and temporal cooperative diversity gain is then analysed. In addition, exact form of outage probability for multi-path channel length L = 2 and selecting the best single relay from an arbitrary number of relay nodes M is obtained. Moreover, selecting a pair of relays when L = 2 or 3 is additionally analysed. Finally, the third contribution context is outage probability analysis of a cooperative AF network with single and two relay pair selection from M available relay nodes together with clipping at the source node, which is explicitly modelled. MATLAB and Maple software based simulations are employed throughout the thesis to support the analytical results and assess the performance of algorithms and methods

Peak to average power ratio reduction and error control in MIMO-OFDM HARQ System

Currently, multiple-input multiple-output orthogonal frequency division multiplexing (MIMOOFDM) systems underlie crucial wireless communication systems such as commercial 4G and 5G networks, tactical communication, and interoperable Public Safety communications. However, one drawback arising from OFDM modulation is its resulting high peak-to-average power ratio (PAPR). This problem increases with an increase in the number of transmit antennas. In this work, a new hybrid PAPR reduction technique is proposed for space-time block coding (STBC) MIMO-OFDM systems that combine the coding capabilities to PAPR reduction methods, while leveraging the new degree of freedom provided by the presence of multiple transmit chairs (MIMO). In the first part, we presented an extensive literature review of PAPR reduction techniques for OFDM and MIMO-OFDM systems. The work developed a PAPR reduction technique taxonomy, and analyzed the motivations for reducing the PAPR in current communication systems, emphasizing two important motivations such as power savings and coverage gain. In the tax onomy presented here, we include a new category, namely, hybrid techniques. Additionally, we drew a conclusion regarding the importance of hybrid PAPR reduction techniques. In the second part, we studied the effect of forward error correction (FEC) codes on the PAPR for the coded OFDM (COFDM) system. We simulated and compared the CCDF of the PAPR and its relationship with the autocorrelation of the COFDM signal before the inverse fast Fourier transform (IFFT) block. This allows to conclude on the main characteristics of the codes that generate high peaks in the COFDM signal, and therefore, the optimal parameters in order to reduce PAPR. We emphasize our study in FEC codes as linear block codes, and convolutional codes. Finally, we proposed a new hybrid PAPR reduction technique for an STBC MIMO-OFDM system, in which the convolutional code is optimized to avoid PAPR degradation, which also combines successive suboptimal cross-antenna rotation and inversion (SS-CARI) and iterative modified companding and filtering schemes. The new method permits to obtain a significant net gain for the system, i.e., considerable PAPR reduction, bit error rate (BER) gain as compared to the basic MIMO-OFDM system, low complexity, and reduced spectral splatter. The new hybrid technique was extensively evaluated by simulation, and the complementary cumulative distribution function (CCDF), the BER, and the power spectral density (PSD) were compared to the original STBC MIMO-OFDM signal

A hybrid-structure offset-QAM filter-bank multi-carrier MIMO system

Offset quadrature amplitude modulation (OQAM) filter-bank multi-carrier (FBMC), has great potential for boosting the spectral efficiency (SE) and energy efficiency (EE) of future communication systems. This is due to its superior spectral localization, CP-less transmission and relaxed synchronization requirements. Our research focuses on three main OQAM/FBMC research problems: the computational complexity reduction taking equalization into consideration, its integration with multiple-input multiple-output (MIMO) and its high peak-to-average power ratio (PAPR). OQAM/FBMC systems are mainly implemented either using frequency spreading (FS) or polyphase network (PPN) techniques. The PPN technique is generally less complex, but when using frequency domain equalization (FDE) to equalize multipath channel effects at the receiver, there is a computational complexity overhead when using PPN. A novel hybrid-structure OQAM/FBMC MIMO space-frequency block coding (SFBC) system is proposed, to achieve the lowest possible overall complexity in conjunction with FDE at the receiver in frequency selective Rayleigh fading channel. The Alamouti SFBC block coding is performed on the complex-orthogonal signal before OQAM processing, which resolves the problems of intrinsic interference when integrating OQAM/FBMC with MIMO. In better multipath channel conditions with a line-of-sight (LOS) path, a zero-forcing (ZF) time domain equalization (TDE) is exploited to further reduce the computational complexity with comparable performance bit-error-rate (BER). On the other hand, to tackle the high PAPR problem of the OQAM/FBMC system in the uplink, a novel single carrier (SC)-OQAM/FBMC MIMO system is proposed. The system uses DFT-spreading applied to the OQAM modulated signal, along with interleaved subcarrier mapping to significantly reduce the PAPR and enhance the BER performance over Rayleigh fading channels, with relatively low additional computational complexity compared to the original complexity of the FBMC system and compared to other FBMC PAPR reduction techniques.The proposed hybrid-structure system has shown significant BER performance in frequency-selective Rayleigh fading channels compared to OFDM, with significantly lower OOB emissions in addition to the enhanced SE due to the absence of CP. In mild multipath fading channels with a LOS component, the PPN OQAM/FBMC MIMO using TDE has a comparable BER performance with significantly less computational complexity. As for the uplink, the SC-OQAM/FBMC MIMO system significantly reduces the PAPR and enhances the BER performance, with relatively low additional computational complexity

Técnicas de processamento com múltiplas antenas para o sistema LTE

Mestrado em Engenharia Electrónica e TelecomunicaçõesPerformance, mobilidade e partilha podem ser consideras como as três palavras-chave nas comunicações móveis de hoje em dia. Uma das necessidades fundamentais do ser humano é a partilha de experiencias e informação. Com a evolução ao nível do hardware móvel, a crescente popularidade de smartphones, tablets e outros dispositivos moveis, fez com que a exigência em termos de capacidade e taxa de transferência por parte das redes móveis não parasse de crescer. As limitações das redes 3G fizeram com que não conseguissem corresponder a tais exigências e como tal, a transição para uma tecnologia mais robusta e eficiente passou a ser inevitável. A resposta escolhida como solução a longo prazo é a rede designada por LTE, desenvolvida pela organização 3GPP é assumido que será a rede de telecomunicações predominante no futuro. As vantagens mais sonantes são, naturalmente, elevadas taxas de transmissão, maior eficiência espectral, redução da latência e de custos de operação. As principais tecnologias em que o LTE se baseia, são o OFDM e sua variante para múltiplo acesso, OFDMA, usado para o downlink e o SC-FDMA para o uplink. Além disso, usa sistemas com múltiplas antenas para impulsionar a eficiência espectral. Apesar de já implementado em alguns países por diversas operadoras, constantes pesquisas continuam a ser realizadas com o intuito de melhorar a sua performance. Nesta dissertação é proposto um esquema duplo de codificação na frequência e no espaço (D-SFBC) para um cenário baseado em OFDM com 4 antenas de transmissão e duas antenas de recepção (4 × 2 D-SFBC) para o downlink. No cenário considerado, 4 símbolos de dados são transmitidos utilizando unicamente 2 sub-portadoras, fazendo com que, este sistema seja limitado pela interferência. Para de forma eficiente descodificar os símbolos de dados transmitidos, foi desenvolvido um equalizador iterativo no domínio da frequência. Duas abordagens são consideradas: cancelamento da interferência em paralelo (PIC) e sucessivo cancelamento de interferência (SIC). Uma vez que apenas 2 sub-portadoras são usadas para transmitir quatro símbolos de dados em paralelo, o esquema desenvolvido duplica a taxa de dados quando comparado com o esquema 2 × 2 SFBC, especificado no standard do LTE. Os esquemas desenvolvidos foram avaliados sob as especificações para LTE e usando codificação de canal. Os resultados mostram que os esquemas implementados neste trabalho utilizando um equalizador iterativo supera os convencionais equalizadores lineares na eliminação da interferência adicional introduzida, em apenas 2 ou 3 iterações.Performance, mobility and sharing can be assumed as the three keywords in the mobile communications nowadays. One of the fundamental needs of human beings is to share experiences and information. With the evolution of mobile hardware level, the growing popularity of smartphones, tablets and other mobile devices, has made that the demand in terms of capacity and throughput by mobile networks did not stop growing. Thus, the limitations of 3G stops it of being the answer of such demand, and a transition to a powerful technology has become unavoidable. The answer chosen is LTE, developed by the 3GPP organization is assumed to be the predominant telecommunications network in the future. The most relevant advantages are high transmission rates, higher spectral efficiency, reducing latency and operating costs. The key technologies in which LTE is based, are OFDM and its variant schemes for multiple access, OFDMA, used for downlink, and SC-FDMA for the uplink. It also uses multiple antennas systems in order to improve spectral efficiency. Although already implemented in some countries by several operators, continuous research is conducted in order to improve their performance. In this dissertation it is proposed a double space-frequency block coding (D-SFBC) scheme for an OFDM based scenario with 4 transmit antennas and 2 receive antennas (4×2 D-SFBC) for the downlink. In the considered scenario, 4 data symbols are transmitted by using only 2 subcarriers and thus the system is interference limited. To efficiently decode the transmitted data symbols an iterative equalizer designed in frequency domain is developed. Two approaches are considered: parallel interference cancellation (PIC) and successive interference cancellation (SIC). Since only 2 subcarriers are used to transmit 4 data symbols in parallel the developed scheme achieve the double data rate when compared with the 2×2 SFBC, specified in the LTE standard. The developed schemes were evaluated under the main LTE specifications and using channel coding. The results have show that the schemes implemented in this work using an interactive equalizer outperforms the conventional linear equalizers in the interference removal, just by using 2 or 3 iterations

Implementação numa FPGA de técnicas MIMO para os futuros sistemas de transmissão wireless- (sistemas de 4G/LTE)

Mestrado em Engenharia Eletrónica e TelecomunicaçõesThis work alludes to 4G LTE technology. Techniques used for the same technology are described namely precoding and Alamouti coding and decoding. An Alamouti’s 4G system implemented to FPGA using the Xilinx System is introduced. The work also addresses the PAPR problem due to the reference pilots in the platform being generated all in phase. In this work a random pilot generator was implemented which combats the high peak power. In the receiver it was taken into account the new generation method to perform channel estimation correctly. A technique is discussed to increase the energy efficiency of the system based on PAPR reduction.O presente trabalho faz alusão à tecnologia 4G LTE. São descritas técnicas usadas na mesma tecnologia nomeadamente de precoding e codificação e descodificação Alamouti. É introduzido um sistema Alamouti 4G implementado para FPGAs usando o programa System Generator da Xilinx. O trabalho também aborda o problema do PAPR devido aos pilotos de referência na plataforma estarem sendo gerados todos em fase. Neste trabalho, um gerador aleatório de pilotos foi implementado que combate a potência de pico (PAPR). No receptor levou-se em conta o método desta nova geração para realizar a estimativa de canal corretamente

Implementação de um sistema de comunicações móveis para o Uplink

Mestrado em Engenharia Electrónica e TelecomunicaçõesÉ evidente que actualmente cada vez mais a internet móvel está presente na vida das sociedades. Hoje em dia é relativamente fácil estar ligado à internet sempre que se quiser, independentemente do lugar onde se encontra (conceito: anytime and anywhere). Desta forma existe um número crescente de utilizadores que acedem a serviços e aplicações interactivas a partir dos seus terminais móveis. Há, portanto, uma necessidade de adaptar o mundo das telecomunicações a esta nova realidade, para isso é necessário implementar novas arquitecturas que sejam capazes de fornecer maior largura de banda e reduzir os atrasos das comunicações, maximizando a utilização dos recursos disponíveis do meio/rede e melhorando assim a experiência do utilizador final. O LTE representa uma das tecnologias mais avançadas e de maior relevância para o acesso sem fios em banda larga de redes celulares. OFDM é a tecnologia base que está por traz da técnica de modulação, bem como as tecnologias adjacentes, OFDMA e SC-FDMA, usadas especificamente no LTE para a comunicação de dados descendente (downlink) ou ascendente (uplink), respectivamente. A implementação de múltiplas antenas em ambos os terminais, potenciam ainda mais o aumento da eficiência espectral do meio rádio permitindo atingir grandes taxas de transmissão de dados. Nesta dissertação é feito o estudo, implementação e avaliação do desempenho da camada física (camada 1 do modelo OSI) do LTE, no entanto o foco será a comunicação de dados ascendente e a respectiva técnica de modelação, SC-FDMA. Foi implementada uma plataforma de simulação baseada nas especificações do LTE UL onde foram considerandos diferentes esquemas de antenas. Particularmente para o esquema MIMO, usou-se a técnica de codificação no espaço-frequência proposta por Alamouti. Foram também implementados vários equalizadores. Os resultados provenientes da simulação demonstram tanto a eficiência dos diversos modos de operação em termos da taxa de erro, como o excelente funcionamento de processos de mapeamento e equalização, que visam melhorar a taxa de recepção de dados.It is clear that mobile Internet is present in the life of societies. Nowadays it is relatively easy to be connected to the internet whenever you want, no matter where you are (concept: anytime and anywhere). Thus, there are a growing number of users accessing interactive services and applications from their handsets. Therefore, there is a need to adapt the world of telecommunications to this new reality, for that it is necessary to implement new architectures that are able to provide higher bandwidth and reduce communication delays, maximizing use of available resources in the medium/network and thereby improving end-user experience. LTE represents one of the most advanced architectures and most relevant to wireless broadband cellular networks. OFDM is the technology that is behind the modulation technique and the underlying technologies, OFDMA and SCFDMA, used specifically in LTE for data communication downward (downlink) or upward (uplink), respectively. The implementation of multiple antennas at both ends further potentiate the increase of spectral efficiency allowing to achieve high rates of data transmission. In this dissertation is done the study, implementation and performance evaluation of the physical layer (OSI Layer 1) of the LTE, but the focus will be communication and its upstream data modeling technique, SC-FDMA. We implemented a simulation platform based on LTE UL specifications where were considered different antenna schemes. Particularly for the MIMO scheme, we used the technique of space-frequency coding proposed by Alamouti. We also implemented several equalizers. The results from the simulation demonstrate both the efficiency of different modes of operation in terms of error rate, as the excellent operation of mapping processes and equalization, designed to improve the rate of receiving data

Detection and decoding algorithms of multi-antenna diversity techniques for terrestrial DVB systems

This PhD dissertation analyzes the behavior of multi-antenna diversity techniques in broadcasting scenarios of TDT (terrestrial digital television) systems and proposes a low-complexity detection and decoding design for their practical implementation. For that purpose, the transmission-reception chains of the European DVB-T (Digital Video Broadcasting - Terrestrial) and DVB-T2 standards have been implemented over which diversity and MIMO (multiple-input multiple-output) techniques have been assessed through Monte Carlo simulations. On one hand, the most important multi-antenna diversity techniques such as CDD (cyclic delay diversity), Alamouti code-based SFBC (space-frequency block coding) and MRC (maximum ratio combining), have been evaluated in a DVB-T system over both fixed and mobile Rayleigh and Ricean channels. With the DVB-T2 standard release, multi-antenna processing has actually been introduced in digital television systems. The distributed SFBC configuration proposed in DVB-T2 is analyzed from a performance point of view considering different propagation conditions in an SFN (single frequency network). On the other hand, error-performance and detection complexity analyses of 2x2 FRFD (full-rate full-diversity) SFBCs are carried out for last-generation DTV (digital television) systems. The use of channel coding based on LDPC (low-density parity check) codes in new standards such as DVB-T2, involves a soft-output MAP (maximum a posteriori ) detection which results in an increase of the detection complexity. In order to study the FRFD codes behavior in such a BICM (bit-interleaved coded modulation) scheme, the Golden code, which achieves the maximum coding gain, and the Sezginer-Sari code, which has a lower inherent detection complexity as an expense of sacrificing performance gain, have been chosen. Using LSD (list sphere decoder) detection, BER (bit error rate) performance and computational cost results are provided for TDT scenarios. In order to overcome the variable complexity of the LSD, LFSD (list fixed-complexity sphere decoder) detection is proposed for practical implementations. A redesign of the previously proposed LFSD algorithm for spatial multiplexing MIMO systems has been performed for FRFD SFBCs with close-to-LSD performance. Furthermore, an analysis of the number of candidates is carried out in order to maximize the eficiency of the algorithm. Due to its fixed complexity, the novel algorithm can be fully pipelined making feasible a realistic implementation in chip.Esta tesis analiza el comportamiento de las técnicas de diversidad multiantena en escenarios de radiodifusión TDT (televisión digital terrestre) y propone un diseño de baja complejidad para la detección de códigos SFBC (space-frequency block coding ) que facilita una posible implementación práctica. Para ello, se ha implementado la cadena de transmisión-recepción de los estándares europeos DVB-T (Digital Video Broadcasting - Terrestrial ) y DVB-T2 como entorno de trabajo donde se han incluido y simulado diferentes técnicas de diversidad MIMO (multiple-input multiple-output ). Por un lado, se evalúan las técnicas de diversidad multiantena CDD ( cyclic delay diversity), SFBC con codi cación Alamouti y MRC (maximum ratio combining ) en escenarios fijos y móviles de canales tanto Rayleigh como Ricean para el sistema DVB-T. En DVB-T2, se analiza la tecnología multiantena propuesta por el estándar para diferentes escenarios de propagación dentro de redes SFN (single frequency network ). Por otro lado, se realiza un estudio sobre códigos FRFD (full-rate full-diversity ) SFBC para su posible inclusión en futuros estándares de televisión digital. El uso de codificaciones de canal más potentes, como los códigos LDPC (low-density parity check ), implica la utilización de una detección MAP (maximum a posteriori ) con salida soft, incrementando considerablemente la complejidad de la detección. Para realizar el correspondiente análisis de complejidad y rendimiento, se han escogidos dos códigos FRFD. Por un lado, el código Golden, que ofrece la máxima ganancia de código y, por otro, el código propuesto por Sezginer y Sari, que consigue reducir la complejidad de detección a costa de perder cierta ganancia de código. Se presentan resultados basados en curvas de BER (bit error rate) y número de operaciones sobre un sistema BICM (bit-interleaved coded modulation ) equivalente a DVB-T2 en escenarios TDT utilizando una detección LSD (list sphere decoder ). Para resolver el problema de la complejidad variable del algoritmo LSD, se realiza un rediseño del ya propuesto LFSD (list fixed-complexity sphere decoder ) para técnicas de multiplexación espacial considerando la estructura de los códigos FRFD SFBC. Asimismo, se evalúa el número de candidatos que ofrece un funcionamiento más eficiente con menor coste computacional. Los resultados de simulación basados en curvas de BER muestran rendimientos cercanos al detector LSD manteniendo el número de operaciones constante. Por lo tanto, este nuevo diseño permite su eficiente y práctica implementación en dispositivos reales.Doktoretza-tesi honen gai nagusia Lurreko Telebista Digitalerako antena anitzeko dibertsitate tekniken portaera ikertzea da, hartzailerako konplexutasun baxuko algoritmoen diseinua oinarri hartuta. Horretarako, Europako DVB-T eta DVB-T2 telebista digitaleko estandarren igorle-hartzaile kateen simulagailua inplementatzeaz gain, dibertsitate eta MIMO ( multipleinput multiple-output ) algoritmoak garatu eta aztertu dira. Lehenengo helburu gisa, CDD (cyclic delay diversity ), Alamouti kodean oinarritutako SFBC (space-frequency block coding ) eta MRC (maximum ratio combining ) teknikak ebaluatu dira Rayleigh eta Ricean ingurunetan, bai komunikazio nko zein mugikorretarako. Argitaratu berri den DVB-T2 estandarrak antena anitzeko prozesaketa telebista sistema digitalean sartu duenez, teknologia honen analisia egin da maiztasun bakarreko telebista sareetarako SFN (single frequency network ). Tesiaren helburu nagusia FRFD (full-rate full-diversity ) SFBC kodigoen ikerketa eta hauek telebista digitalaren estandar berrietan sartzea ahalbidetuko dituzten detekzio sistemen diseinua izan da. Kanalen kodi kazio indartsuagoak erabiltzeak, LDPC ( low-density parity check ) kodeak esaterako, MAP (maximum a posteriori ) algoritmoan oinarritutako soft irteeradun detektoreen erabilera dakar berekin, detekzioaren konplexutasuna areagotuz. Bi FRFD kode aukeratu dira errendimendu eta konplexutasun analisiak DVB-T2 bezalako BICM (bit-interleaved coded modulation ) sistemetan egiteko. Alde batetik, irabazi maximoa lortzen duen Golden kodea eta, bestetik, konplexutasun txikiagoa duen Sezginer eta Sarik proposatutako kodea erabili dira. Bit errore edo BER (bit error rate) tasan eta konputazio kostuan oinarrituta, emaitzak aurkeztu dira zerrenda dekodeatzaile esferikoa ( list sphere decoder, LSD) erabiliz. LSD-aren konplexutasun aldakorraren arazoa konpontzeko, ezpazio-multiplexazioko teknikarako LFSD (list xed-complexity sphere decoder ) algoritmoaren berdiseinua garatu da, FRFD SFBC kodeen egitura berezia kontuan hartuta. Algoritmoaren eraginkortasuna maximizatzeko kandidatuen zenbakia ebaluatzen da baita ere. LSD-en antzeko errendimendua duten BER gra ketan oinarritutako simulazio emaitzak aurkezten dira, eragiketa kopurua konstante eta LSD-arenaren baino murritzagoa mantenduz. Beraz, proposatutako diseinu eraginkorrak, FRFD SFBC antena anitzeko dibertsitatean oinarritutako eskemen inplementazioa ahalbidetu dezakete telebista digitalaren estandar berrietarako

Técnicas de equalização iterativas no espaço-frequência para o LTE

Mestrado em Engenharia Electrónica e TelecomunicaçõesMobile communications had a huge leap on its evolution in the last decade due to the constant increase of the user requirements. The Long Term Evolution is the new technology developed to give proper answer to the needs of a growing mobile communications community, offering much higher data rates, better spectral efficiency and lower latency when compared to previous technologies, along with scalable bandwidth, interoperability and easy roaming. All these advantages are possible due to the implementation of new network architectures like the E-UTRAN access network and the EPC core network, the use of MIMO systems, and new multiple access schemes: OFDMA for downlink and SC-FDMA for uplink. This thesis focuses on the uplink communication of this technology with SC-FDMA, specifically on the use of Iterative Block Decision Feedback Equalizers (IB-DFE) where both the feedback and the feedforward equalizer matrices are applied on the frequency domain. Two IB-DFE schemes were implemented using both Parallel Interference Cancellation (PIC) and Serial Interference Cancellation (SIC) based processing. We considered the uplink scenario where some users share the same physical channel to transmit its own information to the Base Station (BS). Also, we consider that the BS is equipped with multiple antennas and the user terminals (UT) with a single antenna. The aim of the studied iterative schemes is to efficiently remove both the multi-user and inter-carrier interferences, while allowing a close-to-optimum space-diversity gain. The results obtained showed that both PIC and SIC implementations presented better performance than the conventional used linear multi-user sub optimal equalizers ZF and MMSE. Both solutions efficiently eliminate the multi-user interference, although the SIC based scheme slightly outperforms the PIC approach, with a performance close to the one achieved by the Matched Filter Bound (MFB).As comunicações móveis tiveram um grande avanço na sua evolução na última década devido ao constante aumento dos requisitos dos utilizadores. O Long Term Evolution é a nova tecnologia desenvolvida para dar resposta às necessidades de uma crescente comunidade de comunicações móveis, oferecendo taxas de transmissão de dados muito mais elevadas, melhor eficiência espectral e menor latência quando comparado a tecnologias anteriores, incluindo também largura de banda escalável, interoperabilidade e roaming simples. Todas estas vantagens são possíveis devido à implementação de novas arquiteturas de rede, como a rede de acesso E-UTRAN e a rede core EPC, o uso de sistemas MIMO, e novos esquemas de múltiplo acesso: OFDMA para o downlink e SC-FDMA para o uplink. Esta tese centra-se na comunicação no sentido ascendente desta tecnologia onde o esquema utilizado é o SC-FDMA, mais especificamente na aplicação de Iterative Block Decision Feedback Equalizers (IB-DFE) onde tanto a matriz de feedback como a de feedfoward do equalizador são aplicadas no domínio da frequência. Dois esquemas IB-DFE foram implementados utilizando processamento baseado em cancelamento de interferência em paralelo (PIC) e em serie (SIC). Foi considerado um cenário ascendente onde alguns utilizadores (UEs) partilham o mesmo canal físico para transmitir a sua informação para a Estação Base (BS). È também assumido que a BS está equipada com múltiplas antenas, e os terminais dos utilizadores com uma antena apenas. O objetivo dos esquemas iterativos estudados é remover eficientemente a interferência entre utilizadores e entre portadoras, permitindo entretanto um ganho de diversidade no espaço quase ótimo. Os resultados obtidos mostraram que tanto a implementação PIC como a SIC apresentam melhor eficiência do que os habituais equalizadores lineares sub ótimos ZF e MMSE. Ambas as soluções eliminam a interferência entre utilizadores, embora o esquema SIC apresente um melhor desempenho que o PIC, aproximando- se do atingido com o Matched Filter Bound (MFB)