Luciano Mendes

Dr. Luciano Mendes

orcid

Research Focus & Metrics

Academic Career Length

21Years (2006-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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5 August 2014 in IEEE Transactions on Communications
Verified
Journal Article
Closed access
NMNicola Michailow
Nicola Michailow
MMMaximilian Matthe
Maximilian Matthe
IGIvan Simoes Gaspar
Ivan Simoes Gaspar
ACAinoa Navarro Caldevilla
Ainoa Navarro Caldevilla
Luciano MendesLuciano Mendes
Luciano Mendes
GFGerhard Fettweis
Gerhard Fettweis
Cellular systems of the fourth generation (4G) have been optimized to provide high data rates and reliable coverage to mobile users. Cellular systems of the next generation will face more diverse application requirements: the demand for higher data rates exceeds 4G capabilities; battery-driven communication sensors need ultra-low power consumption; and control applications require very short response times. We envision a unified physical layer waveform, referred to as generalized frequency division multiplexing (GFDM), to address these requirements. In this paper, we analyze the main characteristics of the proposed waveform and highlight relevant features. After introducing the principles of GFDM, this paper contributes to the following areas: 1) the means for engineering the waveform's spectral properties; 2) analytical analysis of symbol error performance over different channel models; 3) concepts for MIMO-GFDM to achieve diversity; 4) preamble-based synchronization that preserves the excellent spectral properties of the waveform; 5) bit error rate performance for channel coded GFDM transmission using iterative receivers; 6) relevant application scenarios and suitable GFDM parameterizations; and 7) GFDM proof-of-concept and implementation aspects of the prototype using hardware platforms available today. In summary, the flexible nature of GFDM makes this waveform a suitable candidate for future 5G networks.

19 February 2014 in IEEE Communications Magazine
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Journal Article
Closed access
GWGerhard Wunder
Gerhard Wunder
PJPeter Jung
Peter Jung
MKMartin Kasparick
Martin Kasparick
TWThorsten Wild
Thorsten Wild
FSFrank Schaich
Frank Schaich
FWFrank Wiedmann
Frank Wiedmann
This article provides some fundamental indications about wireless communications beyond LTE/LTE-A (5G), representing the key findings of the European research project 5GNOW. We start with identifying the drivers for making the transition to 5G networks. Just to name one, the advent of the Internet of Things and its integration with conventional human-initiated transmissions creates a need for a fundamental system redesign. Then we make clear that the strict paradigm of synchronism and orthogonality as applied in LTE prevents efficiency and scalability. We challenge this paradigm and propose new key PHY layer technology components such as a unified frame structure, multicarrier waveform design including a filtering functionality, sparse signal processing mechanisms, a robustness framework, and transmissions with very short latency. These components enable indeed an efficient and scalable air interface supporting the highly varying set of requirements originating from the 5G drivers.

11 April 2019 in IEEE Communications Surveys & Tutorials
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Journal Article
Closed access
IAIvo Bizon Franco de Almeida
Ivo Bizon Franco de Almeida
Luciano MendesLuciano Mendes
Luciano Mendes
Joel RodriguesJoel Rodrigues
Joel Rodrigues
MCMauro Cruz
Mauro Cruz
In the future, many objects will communicate with each other and with human beings, enabling a vast range of possible services and applications. However, this scenario comes with stringent network requirements. This paper studies and discusses recent technologies that were proposed to achieve the requirements of the Internet of Things (IoT) and massive machine type communications (mMTC). It focuses on their physical layer characteristics and identifies gaps that 5G networks need to address to achieve full connectivity in the IoT scenario. Hence, a detailed tutorial on the possible radio access technologies for 5G networks focusing on IoT use-cases is presented. The advanced 5G waveforms discussed are: 1) orthogonal frequency division multiplexing (OFDM); 2) universal filtered multicarrier (UFMC); 3) filter bank multicarrier (FBMC); and 4) generalized frequency division multiplexing (GFDM). The features that each radio access technology should present to address the main IoT's requirements are emphasized.

28 April 2023 in Sensors
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Journal Article
Open access
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DBDavi da Silva Brilhante
Davi da Silva Brilhante
JMJoanna Carolina Manjarres
Joanna Carolina Manjarres
RMRodrigo Moreira
Rodrigo Moreira
LVLucas de Oliveira Veiga
Lucas de Oliveira Veiga
JRJosé Ferreira de Rezende
José Ferreira de Rezende
Felipe Augusto Pereira de FigueiredoFelipe Augusto Pereira de Figueiredo
Felipe Augusto Pereira de Figueiredo
Modern wireless communication systems rely heavily on multiple antennas and their corresponding signal processing to achieve optimal performance. As 5G and 6G networks emerge, beamforming and beam management become increasingly complex due to factors such as user mobility, a higher number of antennas, and the adoption of elevated frequencies. Artificial intelligence, specifically machine learning, offers a valuable solution to mitigate this complexity and minimize the overhead associated with beam management and selection, all while maintaining system performance. Despite growing interest in AI-assisted beamforming, beam management, and selection, a comprehensive collection of datasets and benchmarks remains scarce. Furthermore, identifying the most-suitable algorithm for a given scenario remains an open question. This article aimed to provide an exhaustive survey of the subject, highlighting unresolved issues and potential directions for future developments. The discussion encompasses the architectural and signal processing aspects of contemporary beamforming, beam management, and selection. In addition, the article examines various communication challenges and their respective solutions, considering approaches such as centralized/decentralized, supervised/unsupervised, semi-supervised, active, federated, and reinforcement learning.

25 January 2023 in IEEE Access
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Journal Article
Open access
HFHugo Filgueiras
Hugo Filgueiras
ELEduardo Saia Lima
Eduardo Saia Lima
MCMatheus Seda Borsato Cunha
Matheus Seda Borsato Cunha
CLCelso Henrique De Souza Lopes
Celso Henrique De Souza Lopes
LSLetícia Carneiro de Souza
Letícia Carneiro de Souza
Arismar Sodré JuniorArismar Sodré Junior
Arismar Sodré Junior
The sixth generation of mobile communication (6G) systems is recently rising a lot of interest, introducing new futuristic and challenging use cases that will demand much more than just communications to become a reality. Higher throughput, lower latencies, higher number of connections will push the requirement of the future mobile networks to a new level, but also sensing, positioning and imaging will play an important role in the new foreseen use cases. The integration of techniques developed for wireless communications with those conceived for optical links will be essential to provide the infrastructure for the 6G networks. In this context, this paper presents a review on wireless and optical convergent access solutions towards the 6G systems. The manuscript brings the use cases, requirements and enablers for 6G networks including a discussion about the state-of-the-art on THz and sub-THz communications, wireless and optical convergence, visible light communication, integrated and free-space optics, new antenna designs, power-over-fiber deployments and the use of machine learning in the physical layer of future networks. By reviewing the most relevant contributions available in the literature for wireless and optical communications and presenting their main contributions, this paper clearly shows that, more than a technological trend, the convergence of wireless and optical technologies is a fundamental step towards the development of the 6G network infrastructure.

11 July 2014 in IEEE Communications Letters
Verified
Journal Article
Closed access
MMMaximilian Matthe
Maximilian Matthe
Luciano MendesLuciano Mendes
Luciano Mendes
GFGerhard Fettweis
Gerhard Fettweis
This letter shows the equivalence of the recently proposed generalized frequency division multiplexing (GFDM) communications scheme with a finite discrete critically sampled Gabor expansion and transform. GFDM is described with the terminology of Gabor analysis and the Balian-Low theorem is applied to prove the non-existence of zero-forcing receivers for certain configurations, having strong impact on the system performance. An efficient algorithm for calculation of specific GFDM receiver filters is derived and numerical examples confirm the theoretical results.