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SBrT2020 · 2020

XXXVIII Simpósio Brasileiro de Telecomunicações e Processamento de Sinais

253 artigos · página 15 de 26
DOI 10.14209/SBRT.2020.1570658144

Detecção Hierárquica de Classes Desconhecidas em Sonar por "Autoencoders" Convolucionais

Eduardo Sperle Honorato, Victor Hugo da Silva Muniz, João Baptista de Oliveira e Souza Filho
Acoustic waves captured by passive sonar systems are analyzed by human operators, aiming to identify possible threats in the subsea environment. Automatic Classification Systems can aid in the work of this professional, however requiring mechanisms to deal with the presence of unknown classes. This article proposes the use of a hierarchical committee of...
AutoencoderRedes Neurais ConvolucionaisDetecção de NovidadesAprendizagem de Máquina
DOI 10.14209/SBRT.2020.1570658147

Arquitetura de Hardware Baseada no Algoritmo NLMS para a Extração de Sinais FECG

Patricia U. L. da Costa, Sérgio José Melo de Almeida, Eduardo da Costa
This work presents a hardware architecture for the extraction of fetal electrocardiogram (FECG), based on the adaptive algorithm NLMS (Normalized Least Mean Square). Sensors positioned in the abdomen and maternal chest, capture the signals processed by hardware, seeking to identify the fetal heartbeat, canceling the interferences from the maternal...
Sinais FECGalgoritmo NLMSarquitetura de hardware
DOI 10.14209/SBRT.2020.1570658152

Análise Sistêmica do Impacto de Limitações do Modulador em Transmissões Ópticas a 1 Tb/s

Carine Mineto, Tiago Sutili, Lucas Silva Schanner, Helder A. Pereira
The impact of deleterious effects resulting from the insertion of optical noise and limitations of the electro-optical modulator in channels with transmission rates of 1 Tb/s are studied based on numerical simulations, considering the systemic transmission of such signals. The results indicate that channels are impacted by limitations in the...
Sistemas Ópticos de Transmissão Ponto-a-PontoAmplificação ÓpticaModulador Eletro-Óptico
DOI 10.14209/SBRT.2020.1570658178

Projeto de um Amplificador de Baixo Ruído com Polarização Ativa para Receptores ADS-B

Marina F Santos, Melissa Bilher, Sinara Matos, Lucas Severo
This work presents the design of a low noise amplifier (LNA) targeted to be used in 1.09 GHz ADS-B receivers. The design aims to satisfy the communication standard requirements, using low cost components. In order to reduce the amplifier variability under temperature and voltage variations, a closed-loop active bias is used. The circuit was designed and...
ADS-BLNALow Noise Amplifier
DOI 10.14209/SBRT.2020.1570658181

Increasing cross-correlation in LoRaWAN RSSI based key generation with DCT and PCA

Pedro Cruz, Matheus C Damasceno, Ricardo Suyama, Murilo Bellezoni Loiola
Physical-layer Key generation for wireless networks has been considered a promising alternative to traditional techniques based on pseudorandom number generators. This work evaluates key generation in a Long Range Wide Area (LoRaWAN) based on Received Signal Strength Indicator (RSSI) values, measured during the reception of LoRaWAN packets. This work...
physical layer securitywireless communicationssignal processing
DOI 10.14209/SBRT.2020.1570658182

Evaluation of Frequency-Domain Learned Digital Back-Propagation Nonlinear Compensation for Unrepeatered Optical Links

Lucas Silva Schanner
We have implemented a technique for nonlinear compensation in optical transmission based on neural network optimization applied to digital back-propagation and evaluated its performance with experimental data from an unrepeatered link, sweeping the parameters most relevant to computational complexity. This technique enabled mutual information gains over...
digital back-propagationartificial intelligencenonlinear compensationunrepeatered systems
DOI 10.14209/SBRT.2020.1570658187

Mode-dependent Loss and Gain Emulation in Coupled SDM Transmission

Ruby Stella Ospina, Menno van den Hout, Chigo Okonkwo, Darli Mello
Space-division multiplexing (SDM) is currently the only solution to cope with the exponential growth of data traffic in optical transmission networks. The performance of long-haul SDM transmission is fundamentally limited by mode-dependent loss (MDL) and mode-dependent gain (MDG) generated in components and amplifiers. To enable the study of MDL/MDG...
Mode-dependent lossmode-dependent gainspace-division multiplexinglong-haul transmission
DOI 10.14209/SBRT.2020.1570658196

Composição de Gateways IoT Redundantes com Base em Computação de Nevoeiro

Paulo Thiago G Mascarenhas, Cassio Fabius Cambraia Ribeiro, Francisco de Caldas Filho, Fabio Lúcio Lopes de Mendonça, Rafael Timoteo de Sousa Junior
Redes IoT são heterogêneas no que se refere aos dispositivos presentes, incluindo assim dispositivos sem capacidade de se comunicar com a pilha de protocolos TCP/IP integral. Para permitir que sensores e atuadores dessa classe enviem dados através da Internet, é necessário utilizar o denominado gateway IoT, que atua na interconexão dos dispositivos...
Internet das Coisasgestão de dispositivosredundânciagateway IoT
DOI 10.14209/SBRT.2020.1570658199

Context Selection for Lossless Compression of Bi-Level Images

Evaristo Ramalho, Eduardo Peixoto
Bi-level images are used in many fields to represent binary masks for object and region of interest coding, enhancement layers of color images and point cloud occupancy maps as geometry slices. Compression of bi-level images is usually performed using context adaptive arithmetic coding. In this paper, we propose a low complexity context selection...
Context AdaptiveBinary Arithmetic CodingLossless CompressionJBIG
DOI 10.14209/SBRT.2020.1570658204

The wireless signal propagation in hybrid PLC-wireless channels: A first analysis

Gustavo Albuquerque, Hugo Oliveira, Antônio Picorone, Thiago Oliveira, Luis Guilherme Costa, Moises Vidal Ribeiro
This work advances the study of indoor hybrid PLC-wireless channels when the frequency band delimited by 1.7 MHz and 100 MHz is taken into account. In this sense, a measurement campaign was carried out in a building facility to investigate the wireless signal propagation of these kind of channels. Based on the collected measures of PLC-wireless channels...