Space-time block coding with hybrid transmit antenna/code selection. - Renato B. Machado; Bartolomeu F. Uchôa Filho (ICC, 2004)

A hybrid transmit antenna/code selection scheme using space-time block codes. - Renato B. Machado; Bartolomeu F. Uchôa Filho (WCNC, 2004)

A Hybrid Artificial Immune and Mobile Agent Intrusion Detection Based Model for Computer Network Operations. - Renato B. Machado; Azzedine Boukerche; João Bosco M. Sobral; Kathia Regina L. Jucá; Mirela Sechi Moretti Annoni Notare (IPDPS, 2005)

An agent based and biological inspired real-time intrusion detection and security model for computer network operations. - Azzedine Boukerche; Renato B. Machado; Kathia Regina L. Jucá; João Bosco M. Sobral; Mirela Sechi Moretti Annoni Notare (Comput. Commun., 2007)

A Cooperative Diversity Scheme with Partial Channel Knowledge at the Cooperating Nodes. - Renato B. Machado; Bartolomeu F. Uchôa Filho; Tolga M. Duman (ICC, 2008)

Linear Dispersion Codes for MIMO Channels with Limited Feedback. - Renato B. Machado; Bartolomeu F. Uchôa Filho; Tolga M. Duman (WCNC, 2008)

Cooperative Diversity Scheme with Two Relay Stations and Linear Coherent Detection. - Renato B. Machado; Robson Domingos Vieira; Mario de Noronha-Neto (VTC Fall, 2010)

Cooperative transmission scheme with two relay stations and phase feedback channels. - Bruno Fontana da Silva; Renato B. Machado; Andrei Piccinini Legg (ISWCS, 2012)

A low-complexity rate-one MIMO scheme with four transmit antennas and phase feedback. - Samuel T. Valduga; Dimas Irion Alves; Renato B. Machado; Andrei Piccinini Legg; Murilo Bellezoni Loiola (CITS, 2013)

A dynamic hybrid antenna/relay selection scheme for the multiple-access relay channel. - Dimas Irion Alves; Renato B. Machado; Daniel Benevides da Costa; Andrei Piccinini Legg; Bartolomeu F. Uchôa Filho (ISWCS, 2014)

Optimization of switched-beam arrays for communication systems. - Edson R. Schlosser; Roger L. Farias; Marcos V. T. Heckler; Renato B. Machado (ISWCS, 2014)

Low-complexity codebook-based beamforming with four transmit antennas and quantized feedback channel. - Samuel T. Valduga; Dimas Irion Alves; Renato B. Machado; Andrei Piccinini Legg; Murilo Bellezoni Loiola (WCNC, 2014)

Experimental results on change detection based on Bayes probability theorem. - Hans Hellsten; Renato B. Machado; Mats I. Pettersson; Viet Thuy Vu; Patrik B. G. Dammert (IGARSS, 2015)

Empirical-statistical analysis of amplitude SAR images for change detection algorithms. - Renato B. Machado; Mats I. Pettersson; Viet Thuy Vu; Patrik B. G. Dammert; Hans Hellsten (IGARSS, 2015)

The Stability of UWB Low-Frequency SAR Images. - Renato B. Machado; Viet Thuy Vu; Mats I. Pettersson; Patrik B. G. Dammert; Hans Hellsten (IEEE Geosci. Remote. Sens. Lett., 2016)

A CFAR optimization for low frequency UWB SAR change detection algorithms. - Ana C. F. Fabrin; Ricardo Dal Molin; Dimas Irion Alves; Renato B. Machado; Fábio M. Bayer; Mats I. Pettersson (IGARSS, 2017)

Indoor position tracking: An application using the Arduino mobile platform. - Ricardo Silveira Rodrigues; Marcia Pasin; Renato B. Machado (WMNC, 2017)

False Alarm Reduction in Wavelength-Resolution SAR Change Detection Using Adaptive Noise Canceler. - Viet Thuy Vu; Mats I. Pettersson; Renato B. Machado; Patrik B. G. Dammert; Hans Hellsten (IEEE Trans. Geosci. Remote. Sens., 2017)

Approximate BER Analysis for MAC Systems. - Dimas Irion Alves; Crístian Müller; Renato B. Machado; Bartolomeu F. Uchôa Filho (IEEE Wirel. Commun. Lett., 2018)

A Change Detection Algorithm for Sar Images Based on Logistic Regression. - Ricardo Dal Molin; Rafael A. S. Rosa; Fábio M. Bayer; Mats I. Pettersson; Renato B. Machado (IGARSS, 2019)

Rayleigh Regression Model for Ground Type Detection in SAR Imagery. - Bruna Gregory Palm; Fábio M. Bayer; Renato J. Cintra; Mats I. Pettersson; Renato B. Machado (IEEE Geosci. Remote. Sens. Lett., 2019)

Measurement and Characterization of Power Lines of Aircraft Flight Test Instrumentation. - Ândrei Camponogara; Thiago R. Oliveira; Renato B. Machado; Weiler A. Finamore; Moisés Vidal Ribeiro (IEEE Trans. Aerosp. Electron. Syst., 2019)

Unsupervised Automatic Target Detection for Multitemporal SAR Images based on Adaptive K-means Algorithm. - Alexandre Becker Campos; Ricardo Dal Molin; Viet Thuy Vu; Mats I. Pettersson; Renato B. Machado (IGARSS, 2020)

Q-Learning Applied to Soft-Kill Countermeasures For Unmanned Aerial Vehicles (UAVs). - Douglas Lopes Da Silva; Felix Antreich; Olympio L. Coutinho; Renato B. Machado (PLANS, 2020)

Hybrid approach to intrusion detection in fog-based IoT environments. - Cristiano Antonio de Souza; Carlos Becker Westphall; Renato B. Machado; João Bosco Mangueira Sobral; Gustavo dos Santos Vieira (Comput. Networks, 2020)

A Statistical Analysis for Wavelength-Resolution SAR Image Stacks. - 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 (IEEE Geosci. Remote. Sens. Lett., 2020)

Change Detection in UWB SAR Images Based on Robust Principal Component Analysis. - Christofer Schwartz; Lucas P. Ramos; Leonardo Tomazeli Duarte; Marcelo S. Pinho; Mats I. Pettersson; Viet Thuy Vu; Renato B. Machado (Remote. Sens., 2020)

Wavelength-Resolution SAR Ground Scene Prediction Based on Image Stack. - 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 (Sensors, 2020)

Wavelength-Resolution SAR Change Detection Using Bayes' Theorem. - 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 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

A Wavelength-Resolution SAR Change Detection Method Based on Image Stack through Robust Principal Component Analysis. - Lucas P. Ramos; Alexandre Becker Campos; Christofer Schwartz; Leonardo Tomazeli Duarte; Dimas Irion Alves; Mats I. Pettersson; Viet Thuy Vu; Renato B. Machado (Remote. Sens., 2021)

Two-step ensemble approach for intrusion detection and identification in IoT and fog computing environments. - Cristiano Antonio de Souza; Carlos Becker Westphall; Renato B. Machado (Comput. Electr. Eng., 2022)

Intrusion detection and prevention in fog based IoT environments: A systematic literature review. - Cristiano Antonio de Souza; Carlos Becker Westphall; Renato Bobsin Machado; Leandro Loffi; Carla Merkle Westphall; Guilherme Arthur Geronimo (Comput. Networks, 2022)

Autoregressive Model for Multi-Pass SAR Change Detection Based on Image Stacks. - 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 (CoRR, 2022)

Neyman-Pearson Criterion-Based Change Detection Methods for Wavelength-Resolution SAR Image Stacks. - 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 (IEEE Geosci. Remote. Sens. Lett., 2022)

False Alarm Reduction in Wavelength-Resolution SAR Change Detection Schemes by Using a Convolutional Neural Network. - Alexandre Becker Campos; Mats I. Pettersson; Viet Thuy Vu; Renato B. Machado (IEEE Geosci. Remote. Sens. Lett., 2022)

CNN-Based Change Detection Algorithm for Wavelength-Resolution SAR Images. - João Gabriel Vinholi; Danilo Silva 001; Renato B. Machado; Mats I. Pettersson (IEEE Geosci. Remote. Sens. Lett., 2022)

A New Probability Distribution for SAR Image Modeling. - Murilo Sagrillo; Renata Rojas Guerra; Fábio M. Bayer; Renato B. Machado (Remote. Sens., 2022)

Assessment of Machine Learning Techniques for Oil Rig Classification in C-Band SAR Images. - Fabiano G. da Silva; Lucas P. Ramos; Bruna Gregory Palm; Renato B. Machado (Remote. Sens., 2022)

Non-Cooperative SAR Automatic Target Recognition Based on Scattering Centers Models. - Gustavo F. Araujo; Renato B. Machado; Mats I. Pettersson (Sensors, 2022)

Robust Rayleigh Regression Method for SAR Image Processing in Presence of Outliers. - Bruna Gregory Palm; Fábio M. Bayer; Renato B. Machado; Mats I. Pettersson; Viet Thuy Vu; Renato J. Cintra (IEEE Trans. Geosci. Remote. Sens., 2022)

Change Detection Based on Convolutional Neural Networks Using Stacks of Wavelength-Resolution Synthetic Aperture Radar Images. - João Gabriel Vinholi; Bruna G. Palm; Danilo Silva 001; Renato B. Machado; Mats I. Pettersson (IEEE Trans. Geosci. Remote. Sens., 2022)

DNNET-Ensemble approach to detecting and identifying attacks in IoT environments. - Cristiano Antonio de Souza; Carlos Becker Westphall; Jean Douglas Gomes Valencio; Renato B. Machado; Wesley dos Reis Bezerra (SBRC, 2023)

Change Detection Method for Wavelength- Resolution SAR Images Based on Bayes' Theorem: An Iterative Approach. - Dimas Irion Alves; Bruna Gregory Palm; Hans Hellsten; Renato B. Machado; Viet Thuy Vu; Mats I. Pettersson; Patrik B. G. Dammert (IEEE Access, 2023)

Synthetic SAR Data Generator Using Pix2pix cGAN Architecture for Automatic Target Recognition. - Gustavo F. Araujo; Renato B. Machado; Mats I. Pettersson (IEEE Access, 2023)

A Soft-Kill Reinforcement Learning Counter Unmanned Aerial System (C-UAS) With Accelerated Training. - Douglas Lopes Da Silva; Renato B. Machado; Olympio L. Coutinho; Felix Antreich (IEEE Access, 2023)

CA-CFAR Performance in K-Distributed Sea Clutter With Fully Correlated Texture. - Diego Silva Medeiros; Fernando Darío Almeida García; Renato B. Machado; José Cândido Silveira Santos Filho; Osamu Saotome (IEEE Geosci. Remote. Sens. Lett., 2023)

Robust Principal Component Analysis Techniques for Ground Scene Estimation in SAR Imagery. - Lucas P. Ramos; Dimas Irion Alves; Leonardo Tomazeli Duarte; Mats I. Pettersson; Renato B. Machado (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

The LA Distribution: An Approximation of the G0A Distribution for Amplitude SAR Image Modeling. - Murilo Sagrillo; Renata Rojas Guerra; Fábio M. Bayer; Renato B. Machado (IEEE Trans. Geosci. Remote. Sens., 2023)

A generalized control chart for anomaly detection in SAR imagery. - Murilo Sagrillo; Renata Rojas Guerra; Renato B. Machado; Fábio M. Bayer (Comput. Ind. Eng., 2023)

A Statistical Analysis for Intensity Wavelength-Resolution SAR Difference Images. - Gustavo Henrique Mittmann Voigt; Dimas Irion Alves; Crístian Müller; Renato B. Machado; Lucas P. Ramos; Viet Thuy Vu; Mats I. Pettersson (Remote. Sens., 2023)

Spider-Sense: Wi-Fi CSI as a Sixth Sense for Early Detection in Network Intrusion Detection Systems. - Felipe Silveira de Almeida; Eduardo Fabrício Gomes Trindade; Mats Ingemar Pettersson; Renato B. Machado; Lourenço Alves Pereira Júnior (GLOBECOM, 2024)

Automatic Classification of Maritime Targets Based on TRPCA Pre-Processing. - André R. Moreira; Lucas P. Ramos; Fabiano G. da Silva; Dimas Irion Alves; Renato B. Machado (IGARSS, 2024)

Optical Image Translation Using Diffusion Models in Support of Heterogeneous Change Detection. - João Gabriel Vinholi; Marco Chini; Anis Amziane; Patrick Matgen; Renato B. Machado (IGARSS, 2024)

Hierarchical multistep approach for intrusion detection and identification in IoT and Fog computing-based environments. - Cristiano Antonio de Souza; Carlos Becker Westphall; Jean Douglas Gomes Valencio; Renato Bobsin Machado; Wesley dos Reis Bezerra (Ad Hoc Networks, 2024)

Optical Image-to-Image Translation Using Denoising Diffusion Models: Heterogeneous Change Detection as a Use Case. - João Gabriel Vinholi; Marco Chini; Anis Amziane; Renato B. Machado; Danilo Silva 001; Patrick Matgen (CoRR, 2024)

CA-CFAR Detection for SAR Systems Over Correlated Gamma-Distributed Clutter. - Diego Silva Medeiros; Fernando Darío Almeida García; Dimas Irion Alves; Rômulo Fernandes da Costa; Renato B. Machado; José Cândido Silveira Santos Filho (IEEE Geosci. Remote. Sens. Lett., 2024)

Change Detection in Wavelength-Resolution SAR Image Stack Based on Tensor Robust PCA. - Lucas P. Ramos; Dimas Irion Alves; Leonardo Tomazeli Duarte; Renato B. Machado; Mats I. Pettersson; Viet Thuy Vu; Patrik B. G. Dammert (IEEE Geosci. Remote. Sens. Lett., 2024)

Concurrent SAR Imaging With F-Scan: Timing Design and Performance Prediction. - João Pedro Turchetti Ribeiro; Thomas Kraus; Markus Bachmann; Renato B. Machado; Gerhard Krieger; Alberto Moreira (IEEE Trans. Geosci. Remote. Sens., 2024)

Enhancing Change Detection in Ultra-Wideband VHF SAR Imagery: An Entropy-Based Approach With Median Ground Scene Masking. - João Gabriel Vinholi; Paulo Ricardo Branco da Silva; Dimas Irion Alves; Renato B. Machado (IEEE Trans. Geosci. Remote. Sens., 2024)

Hardware-Based Calculation of Mean Square Error for Automatic Target Recognition in SAR Images. - Lucas Urbanski; Gustavo F. Araujo; Renato B. Machado; Roberto d'Amore (IEEE Access, 2025)

Multisensor Diffusion-Driven Optical Image Translation for Large-Scale Applications. - João Gabriel Vinholi; Marco Chini; Anis Amziane; Renato B. Machado; Danilo Silva 001; Patrick Matgen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)