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ORCIDRenato B. Machado
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- affiliation: State University of Western Parana, Foz do Iguaçu, Brazil
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2020 – today
- 2024
[j31]João Gabriel Vinholi, Paulo Ricardo Branco da Silva, Dimas Irion Alves, Renato B. Machado:
Enhancing Change Detection in Ultra-Wideband VHF SAR Imagery: An Entropy-Based Approach With Median Ground Scene Masking. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)- 2023
- [j30]Douglas Lopes Da Silva
, Renato B. Machado, Olympio L. Coutinho, Felix Antreich:
A Soft-Kill Reinforcement Learning Counter Unmanned Aerial System (C-UAS) With Accelerated Training. IEEE Access 11: 31496-31507 (2023) - [j29]Dimas Irion Alves, Bruna Gregory Palm, Hans Hellsten, Renato B. Machado, Viet Thuy Vu, Mats I. Pettersson, Patrik B. G. Dammert:
Change Detection Method for Wavelength- Resolution SAR Images Based on Bayes' Theorem: An Iterative Approach. IEEE Access 11: 84734-84743 (2023) - [j28]Gustavo F. Araujo, Renato B. Machado, Mats I. Pettersson:
Synthetic SAR Data Generator Using Pix2pix cGAN Architecture for Automatic Target Recognition. IEEE Access 11: 143369-143386 (2023) - [j27]Murilo Sagrillo, Renata Rojas Guerra, Renato B. Machado, Fábio M. Bayer:
A generalized control chart for anomaly detection in SAR imagery. Comput. Ind. Eng. 177: 109030 (2023) - [j26]Diego Silva Medeiros, Fernando Darío Almeida García, Renato B. Machado, José Cândido Silveira Santos Filho, Osamu Saotome:
CA-CFAR Performance in K-Distributed Sea Clutter With Fully Correlated Texture. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j25]Gustavo Henrique Mittmann Voigt, Dimas Irion Alves, Crístian Müller, Renato B. Machado, Lucas P. Ramos, Viet Thuy Vu, Mats I. Pettersson:
A Statistical Analysis for Intensity Wavelength-Resolution SAR Difference Images. Remote. Sens. 15(9): 2401 (2023) - [j24]Lucas P. Ramos, Dimas Irion Alves, Leonardo Tomazeli Duarte, Mats I. Pettersson, Renato B. Machado:
Robust Principal Component Analysis Techniques for Ground Scene Estimation in SAR Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 10124-10137 (2023) - [j23]Murilo Sagrillo, Renata Rojas Guerra, Fábio M. Bayer, Renato B. Machado:
The LA Distribution: An Approximation of the G0A Distribution for Amplitude SAR Image Modeling. IEEE Trans. Geosci. Remote. Sens. 61: 1-8 (2023) - [c19]Cristiano Antonio de Souza, Carlos Becker Westphall, Jean D. G. Valencio, Renato B. Machado, Wesley dos Reis Bezerra:
DNNET-Ensemble approach to detecting and identifying attacks in IoT environments. SBRC 2023: 435-448 - 2022
- [j22]Cristiano Antonio de Souza, Carlos Becker Westphall, Renato B. Machado:
Two-step ensemble approach for intrusion detection and identification in IoT and fog computing environments. Comput. Electr. Eng. 98: 107694 (2022) - [j21]Cristiano Antonio de Souza, Carlos Becker Westphall, Renato Bobsin Machado, Leandro Loffi, Carla Merkle Westphall, Guilherme Arthur Geronimo:
Intrusion detection and prevention in fog based IoT environments: A systematic literature review. Comput. Networks 214: 109154 (2022) - [j20]Dimas Irion Alves, Crístian Müller, Bruna Gregory Palm, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado, Bartolomeu F. Uchôa Filho, Patrik B. G. Dammert, Hans Hellsten:
Neyman-Pearson Criterion-Based Change Detection Methods for Wavelength-Resolution SAR Image Stacks. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j19]Alexandre Becker Campos, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado:
False Alarm Reduction in Wavelength-Resolution SAR Change Detection Schemes by Using a Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j18]João Gabriel Vinholi, Danilo Silva, Renato B. Machado, Mats I. Pettersson:
CNN-Based Change Detection Algorithm for Wavelength-Resolution SAR Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j17]Murilo Sagrillo, Renata Rojas Guerra, Fábio M. Bayer, Renato B. Machado:
A New Probability Distribution for SAR Image Modeling. Remote. Sens. 14(12): 2853 (2022) - [j16]Fabiano G. da Silva, Lucas P. Ramos, Bruna Gregory Palm, Renato B. Machado:
Assessment of Machine Learning Techniques for Oil Rig Classification in C-Band SAR Images. Remote. Sens. 14(13): 2966 (2022) - [j15]Gustavo F. Araujo, Renato B. Machado, Mats I. Pettersson:
Non-Cooperative SAR Automatic Target Recognition Based on Scattering Centers Models. Sensors 22(3): 1293 (2022) - [j14]Bruna Gregory Palm, Fábio M. Bayer, Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Renato J. Cintra:
Robust Rayleigh Regression Method for SAR Image Processing in Presence of Outliers. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j13]João Gabriel Vinholi, Bruna G. Palm, Danilo Silva, Renato B. Machado, Mats I. Pettersson:
Change Detection Based on Convolutional Neural Networks Using Stacks of Wavelength-Resolution Synthetic Aperture Radar Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [i2]Bruna Gregory Palm, Dimas Irion Alves, Viet Thuy Vu, Mats I. Pettersson, Fábio M. Bayer, Renato J. Cintra, Renato B. Machado, Patrik B. G. Dammert, Hans Hellsten:
Autoregressive Model for Multi-Pass SAR Change Detection Based on Image Stacks. CoRR abs/2206.02278 (2022) - [i1]Bruna Gregory Palm, Fábio Mariano Bayer, Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Renato J. Cintra:
Robust Rayleigh Regression Method for SAR Image Processing in Presence of Outliers. CoRR abs/2208.00097 (2022) - 2021
- [j12]Lucas P. Ramos, Alexandre Becker Campos, Christofer Schwartz, Leonardo Tomazeli Duarte, Dimas Irion Alves, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado:
A Wavelength-Resolution SAR Change Detection Method Based on Image Stack through Robust Principal Component Analysis. Remote. Sens. 13(5): 833 (2021) - 2020
- [j11]Cristiano Antonio de Souza, Carlos Becker Westphall, Renato B. Machado, João Bosco Mangueira Sobral, Gustavo dos Santos Vieira:
Hybrid approach to intrusion detection in fog-based IoT environments. Comput. Networks 180: 107417 (2020) - [j10]Dimas Irion Alves, Bruna Gregory Palm, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado, Bartolomeu F. Uchôa Filho, Patrik B. G. Dammert, Hans Hellsten:
A Statistical Analysis for Wavelength-Resolution SAR Image Stacks. IEEE Geosci. Remote. Sens. Lett. 17(2): 227-231 (2020) - [j9]Christofer Schwartz, Lucas P. Ramos, Leonardo Tomazeli Duarte, Marcelo S. Pinho, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado:
Change Detection in UWB SAR Images Based on Robust Principal Component Analysis. Remote. Sens. 12(12): 1916 (2020) - [j8]Bruna Gregory Palm, Dimas Irion Alves, Mats I. Pettersson, Viet Thuy Vu, Renato B. Machado, Renato J. Cintra, Fábio M. Bayer, Patrik B. G. Dammert, Hans Hellsten:
Wavelength-Resolution SAR Ground Scene Prediction Based on Image Stack. Sensors 20(7): 2008 (2020) - [j7]Dimas Irion Alves, Bruna Gregory Palm, Hans Hellsten, Viet Thuy Vu, Mats I. Pettersson, Renato B. Machado, Bartolomeu F. Uchôa Filho, Patrik B. G. Dammert:
Wavelength-Resolution SAR Change Detection Using Bayes' Theorem. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5560-5568 (2020) - [c18]Alexandre Becker Campos, Ricardo Dal Molin, Viet Thuy Vu, Mats I. Pettersson, Renato B. Machado:
Unsupervised Automatic Target Detection for Multitemporal SAR Images based on Adaptive K-means Algorithm. IGARSS 2020: 328-331 - [c17]Douglas Lopes Da Silva, Felix Antreich, Olympio L. Coutinho, Renato B. Machado:
Q-Learning Applied to Soft-Kill Countermeasures For Unmanned Aerial Vehicles (UAVs). PLANS 2020: 91-99
2010 – 2019
- 2019
- [j6]Bruna Gregory Palm, Fábio M. Bayer, Renato J. Cintra, Mats I. Pettersson, Renato B. Machado:
Rayleigh Regression Model for Ground Type Detection in SAR Imagery. IEEE Geosci. Remote. Sens. Lett. 16(10): 1660-1664 (2019) - [j5]Ândrei Camponogara, Thiago R. Oliveira, Renato B. Machado, Weiler A. Finamore, Moisés Vidal Ribeiro:
Measurement and Characterization of Power Lines of Aircraft Flight Test Instrumentation. IEEE Trans. Aerosp. Electron. Syst. 55(3): 1550-1560 (2019) - [c16]Ricardo Dal Molin, Rafael A. S. Rosa, Fábio M. Bayer, Mats I. Pettersson, Renato B. Machado:
A Change Detection Algorithm for Sar Images Based on Logistic Regression. IGARSS 2019: 1514-1517 - 2018
- [j4]Dimas Irion Alves, Crístian Müller, Renato B. Machado, Bartolomeu F. Uchôa Filho:
Approximate BER Analysis for MAC Systems. IEEE Wirel. Commun. Lett. 7(1): 10-13 (2018) - 2017
- [j3]Viet Thuy Vu, Mats I. Pettersson, Renato B. Machado, Patrik B. G. Dammert, Hans Hellsten:
False Alarm Reduction in Wavelength-Resolution SAR Change Detection Using Adaptive Noise Canceler. IEEE Trans. Geosci. Remote. Sens. 55(1): 591-599 (2017) - [c15]Ana C. F. Fabrin, Ricardo Dal Molin, Dimas Irion Alves, Renato B. Machado, Fábio M. Bayer, Mats I. Pettersson:
A CFAR optimization for low frequency UWB SAR change detection algorithms. IGARSS 2017: 1071-1074 - [c14]Ricardo Silveira Rodrigues, Marcia Pasin, Renato B. Machado:
Indoor position tracking: An application using the Arduino mobile platform. WMNC 2017: 1-8 - 2016
- [j2]Renato B. Machado, Viet Thuy Vu, Mats I. Pettersson, Patrik B. G. Dammert, Hans Hellsten:
The Stability of UWB Low-Frequency SAR Images. IEEE Geosci. Remote. Sens. Lett. 13(8): 1114-1118 (2016) - 2015
- [c13]Hans Hellsten, Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Patrik B. G. Dammert:
Experimental results on change detection based on Bayes probability theorem. IGARSS 2015: 318-321 - [c12]Renato B. Machado, Mats I. Pettersson, Viet Thuy Vu, Patrik B. G. Dammert, Hans Hellsten:
Empirical-statistical analysis of amplitude SAR images for change detection algorithms. IGARSS 2015: 365-368 - 2014
- [c11]Edson R. Schlosser, Roger L. Farias, Marcos V. T. Heckler, Renato B. Machado:
Optimization of switched-beam arrays for communication systems. ISWCS 2014: 579-583 - [c10]Dimas Irion Alves, Renato B. Machado, Daniel Benevides da Costa, Andrei P. Legg, Bartolomeu F. Uchôa Filho:
A dynamic hybrid antenna/relay selection scheme for the multiple-access relay channel. ISWCS 2014: 594-599 - [c9]Samuel T. Valduga, Dimas Irion Alves, Renato B. Machado, Andrei P. Legg, Murilo Bellezoni Loiola:
Low-complexity codebook-based beamforming with four transmit antennas and quantized feedback channel. WCNC 2014: 1212-1217 - 2013
- [c8]Samuel T. Valduga, Dimas Irion Alves, Renato B. Machado, Andrei P. Legg, Murilo Bellezoni Loiola:
A low-complexity rate-one MIMO scheme with four transmit antennas and phase feedback. CITS 2013: 1-5 - 2012
- [c7]Bruno Fontana da Silva, Renato B. Machado, Andrei P. Legg:
Cooperative transmission scheme with two relay stations and phase feedback channels. ISWCS 2012: 216-220 - 2010
- [c6]Renato B. Machado, Robson Domingos Vieira, Mario de Noronha-Neto:
Cooperative Diversity Scheme with Two Relay Stations and Linear Coherent Detection. VTC Fall 2010: 1-5
2000 – 2009
- 2008
- [c5]Renato B. Machado, Bartolomeu F. Uchôa Filho, Tolga M. Duman:
A Cooperative Diversity Scheme with Partial Channel Knowledge at the Cooperating Nodes. ICC 2008: 4580-4585 - [c4]Renato B. Machado, Bartolomeu F. Uchôa Filho, Tolga M. Duman:
Linear Dispersion Codes for MIMO Channels with Limited Feedback. WCNC 2008: 199-204 - 2007
- [j1]Azzedine Boukerche, Renato B. Machado, Kathia Regina L. Jucá, João Bosco M. Sobral, Mirela Sechi Moretti Annoni Notare:
An agent based and biological inspired real-time intrusion detection and security model for computer network operations. Comput. Commun. 30(13): 2649-2660 (2007) - 2005
- [c3]Renato B. Machado, Azzedine Boukerche, João Bosco M. Sobral, Kathia Regina L. Jucá, Mirela Sechi Moretti Annoni Notare:
A Hybrid Artificial Immune and Mobile Agent Intrusion Detection Based Model for Computer Network Operations. IPDPS 2005 - 2004
- [c2]Renato B. Machado, Bartolomeu F. Uchôa Filho:
Space-time block coding with hybrid transmit antenna/code selection. ICC 2004: 819-822 - [c1]Renato B. Machado, Bartolomeu F. Uchôa Filho:
A hybrid transmit antenna/code selection scheme using space-time block codes. WCNC 2004: 2469-2473
Coauthor Index
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last updated on 2024-04-22 20:08 CEST by the dblp team
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