Magno T. M Silva’s publications

Habilitation thesis | Doctoral thesis | Master Dissertation | Journal Papers | Book Chapters | Papers in Proceedings of International Conferences | Papers in Proceedings of National Conferences | Home


Habilitation thesis

 

Equalização autodidata baseada em combinação de filtros adaptativos (Blind equalization based on combination of adaptive filters), Escola Politécnica, University of São Paulo, São Paulo, Brazil, 2013.

 


Doctoral thesis

 

Um estudo sobre técnicas de equalização autodidta (A study on blind equalization techniques), Escola Politécnica, University of São Paulo, São Paulo, Brazil, 2005.  


Master Dissertation

  

Equalização não-linear de canais de comunicação (Non-linear equalization of communication channels), Escola Politécnica, University of São Paulo, São Paulo, Brazil, 2001.

 


Journal Papers

 

2017

17. Jesús Fernandez Bes, Jerónimo Arenas García, Magno T. M. Silva, Luis A. Azpicueta Ruiz

Adaptive Diffusion Schemes for Heterogeneous Networks

IEEE Transactions on Signal Processing, v. 65, pp. 5661-5674, Nov. 2017.

 

2016

16. Jerónimo Arenas García, Luis A. Azpicueta Ruiz, Magno T. M. Silva, Vítor H. Nascimento, Ali H. Sayed

Combinations of Adaptive Filters: Performance and Convergence Properties.

IEEE Signal Processing Magazine, v. 33, pp. 120-140, Jan. 2016.

 

2015

15. Renato Candido, Diogo C. Soriano, Magno T. M. Silva, Marcio Eisencraft

Do chaos-based communication systems really transmit chaotic signals?

Signal Processing, v. 108, pp. 412-420, Mar. 2015.

 

14. Jesús Fernandez Bes, Luis A. Azpicueta Ruiz, Jerónimo Arenas García, Magno T. M. Silva

Distributed estimation in diffusion networks using affine least-squares combiners.

Digital Signal Processing, v. 36, pp. 1-14, Jan. 2015.

 

2014

13. Renato Candido, Marcio Eisencraft, Magno T. M. Silva

Channel equalization for synchronization of chaotic maps.

Digital Signal Processing, v. 33, pp. 42-49, Oct. 2014.

 

2013

12. Magno T. M. Silva, Jerónimo Arenas García

A soft-switching blind equalization scheme via convex combination of adaptive filters.

IEEE Transactions on Signal Processing, v. 61, n. 5, pp. 1171-1182, Mar. 2013.

 

2012

11. João Mendes Filho, Maria D. Miranda, Magno T. M. Silva

A regional multimodulus algorithm for blind equalization of QAM signals: Introduction and steady-state analysis.

Signal Processing, v. 92, n. 11, pp. 2643-2656, Nov. 2012

 

10. João Mendes Filho, Maria D. Miranda, Magno T. M. Silva

On the decision-directed feedback equalisation for QAM signals.

Electronics Letters, v. 48, pp. 27-28, Jan. 2012.

 

2011

9. João Mendes Filho, Maria D. Miranda, Magno T. M. Silva

An efficient algorithm for Decision Feedback Blind Equalization of QAM Signals.

Revista Telecomunicações, v. 13, n. 2, pp. 79-86, Dez. 2011


2010

8. Denise Consonni, Magno T. M. Silva

Signals in Communication Engineering History.

IEEE Transactions on Education, v.53, n.4, pp.621–630, Nov. 2010.

 

7. Renato Candido, Magno T. M. Silva, Vítor H. Nascimento

Transient and steady-state analysis of the affine combination of two adaptive filters.

IEEE Transactions on Signal Processing, v.58, n.8, pp.4064–4078, Aug. 2010 .

  

2008

6. Maria D. Miranda, Magno T. M. Silva, Vítor H. Nascimento

Avoiding Divergence in the Shalvi–Weinstein Algorithm.

IEEE Transactions on Signal Processing, v.56, n.11, pp.5403–5413, Nov. 2008 .

 

5. Magno T. M. Silva, Vítor H. Nascimento

Improving the Tracking Capability  of Adaptive Filters via Convex Combination.

IEEE Transactions on Signal Processing, v.56, n.7,  pp.3137–3149, Jul. 2008 .

 

4. Vítor H. Nascimento, Magno T. M. Silva

Stochastic Stability Analysis for the Constant-Modulus Algorithm. IEEE Transactions on Signal Processing, v.56, n.10, pp.4984–4989, Oct. 2008.

 

2005

3. Magno T. M. Silva, Maria D. Miranda, Rita Soares

A Concurrent Algorithm for Blind Adaptation of DFE.

Electronics Letters, v.41, n.16, pp.928–930, Aug. 2005 .

  

2004

2. Magno T. M. Silva, Maria D. Miranda

Tracking issues of some blind equalization algorithms.

IEEE Signal Processing Letters, v.11, n.9, pp.760–763, Sep. 2004 .

 

1999

1. Maria D. Miranda, Max Gerken, Magno T. M. Silva

Efficient Implementation of error-feedback LSL algorithm.

Electronics Letters, v.35, n. 16, pp.1308–1309, Aug. 1999 .

 


Book Chapters

 

2015

3. Emilio Del Moral Hernadez, Magno T. M. Silva

Recurrent Neural Networks. In: Hisao Ishibuchi, editor: Computational Intelligence (Vol. 1), London, UNESCO/ Eolss Publishers Co. Ltd., pp. 97-127, ISSN 978-1-78021-520-4, 2015.

 

2014

2. Vítor H. Nascimento, Magno T. M. Silva

Adaptive filters. In: R. Chellappa, S. Theodoridis, editors: Academic Press Library in Signal Processing: Signal Processing Theory and Machine Learning (Vol. 1), Chennai, Academic Press, pp. 619-761, ISSN 978-0-12-396502-8, 2014.

   

2013

1. Renato Candido, Magno T. M. Silva, Marcio Eisencraft

Channel equalization for chaotic communications systems. In: M. Eisencraft, R. Attux, Ricardo Suyama, editors: Chaotic Signals in Digital Communications, Boca Raton, CRC Press, pp. 239-264, ISSN 978-1-46-655722-2, 2013.

 


Papers in Proceedings of International Conferences

 

2017

36. Rogério G. Borin, Magno T. M. Silva

Voice activity detection using Discriminative Restricted Boltzmann Machines. In: European Signal Processing Conference (EUSIPCO), 2017, Kos, Greece.

  Proceedings of EUSIPCO’2017, 2017. pp. 553-557.

 

2016

35. Flávio R. M. Pavan, Magno T. M. Silva, Maria D. Miranda

Avoiding divergence in the constant modulus algorithm for blind equalization of MIMO systems. In: IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016, Rio de Janeiro, Brazil.

  Proceedings of SAM, 2016. pp. 1-5.

 

2014

34. João Mendes Filho, Maria D. Miranda, Magno T. M. Silva

A regional multimodulus algorithm for blind image deconvolution. In: IEEE International Conference on Image Processing, 2014, Paris, France.

  Proceedings of ICIP, 2014. pp. 4512-4516.

 

33. Luis A. Azpicueta Ruiz, Jerónimo Arenas García, Vítor H. Nascimento, Magno T. M. Silva

Reduced-cost combination of adaptive filters for acoustic echo cancellation. In: International Telecommunications Symposium, 2014, São Paulo, Brazil.

  Proceedings of ITS, 2014. p. 1-5 .

 

2013

32. Jesús Fernandez Bes, Luis A. Azpicueta Ruiz, Magno T. M. Silva, Jerónimo Arenas García

Improved least-squared based combiners for diffusion networks. In: International Symposium on Wireless Communication Systems, 2013, Ilmenau, Germany.

  Proceedings of ISWCS, 2013 .

 

31. Renato Candido, Marcio Eisencraft, Magno T. M. Silva

Channel equalization for synchronization of Ikeda maps. In: European Signal Processing Conference, 2013, Marrakech, Marroco.

  Proceedings of EUSIPCO’2013, 2013 .

 

30. Vítor H. Nascimento, Magno T. M. Silva, Jerónimo Arenas García

A low cost implementation strategy for combination of adaptive filters. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, 2011, Vancouver, Canada.

  Proceedings of ICASSP'2013, 2013, pp. 5671–5675 .

 

2012

29. Jesús Fernandez Bes, Luis A. Azpicueta Ruiz, Magno T. M. Silva, Jerónimo Arenas García

A novel scheme for diffusion networks with least-squares adaptive combiners. In. IEEE International Workshop on Machine Learning for Signal Processing, 2012, Santander, Spain.

  Proceedings of MLSP’2012, 2012 .

 

28. Álvaro Gonzalo Ayuso, Magno T. M. Silva, Vítor H. Nascimento, Jerónimo Arenas García

Improving sparce echo cancellation via convex combination of two NLMS filters with different lengths. In. IEEE International Workshop on Machine Learning for Signal Processing, 2012, Santander, Spain.

  Proceedings of MLSP’2012, 2012 .

 

27. João Mendes Filho, Maria D. Miranda, Magno T. M. Silva

Accelerating the convergence of a decision-based algorithm for blind equalization of QAM signals In: International Workshop on Cognitive Information Processing, 2012, Baiona, Spain.

  Proceedings of CIP'2012, 2012, pp.45–50 .

 

2011

26. João Mendes Filho, Magno T. M. Silva, Maria D. Miranda

A family of algorithms for blind equalization of QAM signals. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, 2011, Prague, Czech Republic.

  Proceedings of ICASSP'2011, 2011, pp.3388–3391 .

 

25. Ronaldo Abreu, Magno T. M. Silva

A multimodulus algorithm for blind image deconvolution. In: International Workshop on Telecommunications, 2011, Rio de Janeiro, Brazil.

  Proceedings of IWT'2011, 2011, pp.35–41.

 

24. João Mendes Filho, Maria D. Miranda, Magno T. M. Silva

Improving the decision feedback blind equalization of QAM Signals. In: International Workshop on Telecommunications, 2011, Rio de Janeiro, Brazil.

  Proceedings of IWT'2011, 2011, pp.275–281 .

 

2010

23. Renato Candido, Magno T. M. Silva, Maria D. Miranda, Vítor H. Nascimento

A statistical analysis of the dual-mode CMA. In: IEEE International Symposium on Circuits and Systems, 2010, Paris.

  Proceedings of ISCAS'2010, 2010, pp.2510–2513 .

 

22. Magno T. M. Silva, Vítor H. Nascimento, Jerónimo Arenas-Garcia

A transient analysis for the convex combination of two adaptive filters with transfer of coefficients. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, 2010, Dallas.

  Proceedings of ICASSP'2010, 2010, pp.3842–3845 .

 

21. Vítor H. Nascimento, Magno T. M. Silva, Luis A. Azpicueta-Ruiz, Jerónimo Arenas-Garcia

On the tracking performance of combinations of Least Mean Squares and Recursive Least Squares adaptive filters. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, 2010, Dallas.

  Proceedings of ICASSP'2010, 2010, pp.3710–3713 .

 

20. Fernando G. Almeida Neto, Vítor H. Nascimento, Magno T. M. Silva

Reduced-Complexity Widely Linear Adaptive Estimation. In: 7th International Symposium on Wireless Communication Systems, 2010, York.

  Proceedings of ISWCS, 2010, pp.399–403 .

 

 2009

19. João Mendes Filho, Magno T. M. Silva, Maria D. Miranda, Vítor H. Nascimento

A region-based algorithm for blind equalization of QAM signals. In: IEEE Workshop on Statistical Signal Processing (SSP2009), 2009, Cardiff.

  Proceedings of SSP'2009, 2009, pp.685–688 .

 

18. Vítor H. Nascimento, Magno T. M. Silva, Renato Candido, Jerónimo Arenas-Garcia

A transient analysis for the convex combination of adaptive filters. In: IEEE Workshop on Statistical Signal Processing (SSP2009), 2009, Cardiff.

  Proceedings of SSP'2009, 2009, pp.53–56 .

 

17. Renato Candido, Magno T. M. Silva, Vítor H. Nascimento

On Combinations of CMA Equalizers. In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2009, Taipei.

  Proceedings of ICASSP'2009, 2009. v.I, pp.2865–2868 .

 

2008

16. Renato Candido, Magno T. M. Silva, Vítor H. Nascimento

Affine Combinations of Adaptive Filters. In: 42nd Annual Asilomar Conference on Signals, Systems, and Computers, 2008, Pacific Grove, CA.

  Proceedings of Asilomar-2008, 2008, pp.236–240 .

 

15. Maria D. Miranda, Magno T. M. Silva, Vítor H. Nascimento

Avoiding divergence in the Constant Modulus Algorithm. In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2008, Las Vegas.

  Proceedings of IEEE ICASSP'2008, 2008, pp.3565–3568 .

 

14. Magno T. M. Silva, Vítor H. Nascimento

Tracking analysis of the Constant Modulus Algorithm. In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2008, Las Vegas.

  Proceedings of IEEE ICASSP'2008, 2008, pp.3561–3564 .

 

 2007

 13. Dario E. S. B. Bernardes, Maria D. Miranda, Magno T. M. Silva

A lattice Shalvi-Weinstein algorithm for blind equalization. In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2007, Honolulu.

  Proceedings of IEEE ICASSP'2007, 2007. v.III, pp.1369–1372 .

 

12. Magno T. M. Silva, Vítor H. Nascimento

Convex combination of adaptive filters with different tracking capabilities. In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2007, Honolulu.

  Proceedings of IEEE ICASSP'2007, 2007. v.III, pp.925–928 .

 

11. Magno T. M. Silva, Vítor H. Nascimento

Convex combination of blind adaptive equalizers with different tracking capabilities. In: IEEE International Conference on Acoustics, Speech and Signal Processing, 2007, Honolulu.

  Proceedings of IEEE ICASSP'2007, 2007. v.III, pp.457–460 .

 

 2006

10. Daniel L. Hatae, Fábio C. Zottino, Marcio Eisencraft, Magno T. M. Silva, Maria D. Miranda

Comparing single and multiple carrier schemes using channel coding. In: 11th International OFDM-Workshop (InOWo'06), 2006, Hamburgo.

  Proceedings of InOWo'06, 2006 .

 

9. João Mendes Filho, Magno T. M. Silva, Maria D. Miranda

Space-Time Blind Decision Feedback Equalizer. In: International Telecommunication Symposium (ITS), 2006, Fortaleza.

  Proceedings of ITS'2006, 2006. v.I, pp.344–349 .

 

2005

8. Daniel L. Hatae, Marcio Eisencraft, Cristiano Akamine, Carlos E. S. Dantas, Magno T. M. Silva, Maria D. Miranda

OFDM systems for Brazialian Digital Television Channels. In: 10th International OFDM-Workshop (InOWo'05), 2005, Hamburg.

  Proceedings of InOWo'05, 2005, pp.61–64 .

 

7. Magno T. M. Silva, Maria D. Miranda

Tracking analysis of some space-time blind equalization algorithms. In: 13th IEEE Workshop on Statistical Signal Processing (SSP ’05), 2005, Bordeaux.

  Proceedings of IEEE SSP ’05, 2005, pp.167–172 .

 

2004

6. Magno T. M. Silva, Maria D. Miranda, Antonio N. Licciardi Jr

A robust algorithm for blind space-time equalization. In: IEEE International Conference On Acoustics, Speech, and Signal Processing (ICASSP), 2004, Montreal.

  Proceedings of IEEE ICASSP'2004, 2004. v.IV, pp.857–860 .

 

5. Magno T. M. Silva, Max Gerken, Maria D. Miranda

An Accelerated Constant Modulus Algorithm for Space-Time Blind Equalization. In: 12th European Signal Processing Conference (EUSIPCO), 2004, Viena.

  Proceedings of EUSIPCO'2004, 2004, pp.1853–1856 .

 

4. Magno T. M. Silva, Maria D. Miranda, Rita Soares

Concurrent blind decision feedback equalizer. In: International Workshop on Telecommunications (IWT), 2004, Santa Rita do Sapucaí.

  Proceedings of IWT'2004 , 2004, pp.107–112 .

 

2002

3. Magno T. M. Silva, Max Gerken

A RNN–LC Hybrid Equalizer. In: 11th European Signal Processing Conference (EUSIPCO), 2002, Toulouse.

  Proceedings of EUSIPCO'2002, 2002. v.I, pp.341–344 .

 

2. Magno T. M. Silva, Max Gerken, Maria D. Miranda

An accelerated constant modulus algorithm. In: International Telecomunication Symposium (ITS), 2002, Natal.

  Proceedings of ITS'2002, 2002. v.único, pp.406–410 .

 

2001

1. André H. C. Carezia, Phillip M. S. Burt, Max Gerken, Maria D. Miranda, Magno T. M. Silva

A Stable and Efficient DSP Implementation of a LSL Algorithm for Acoustic Echo Cancelling. In: IEEE International Conference On Acoustics, Speech, and Signal Processing (ICASSP), 2001, Salt Lake City.

  Proceedings of IEEE ICASSP'2001, 2001 .

 

 


Papers in Proceedings of National Conferences

 

2017

18. Daniela Brasil Silva, Magno T. M. Silva

Um esquema para restauração cega de imagens baseado em combinação de algoritmos adaptativos. In: Simpósio Brasileiro de Telecomunicações e Processamento de Sinais – SBrT’2017, 2017, São Pedro.

  Anais do SBrT 2017, 2017, pp.1–5 (only Portuguese).

 

17. André O. Françani, Magno T. M. Silva

 Estudo da NMF auxiliada por partitura aplicada à separação de sons de instrumentos musicais. In: Simpósio Brasileiro de Telecomunicações e Processamento de Sinais – SBrT’2017, 2017, São Pedro.

  Anais do SBrT 2017, 2017, pp.1–2 (only Portuguese).

 

2016

16. Rogério G. Borin, Magno T. M. Silva

Detecção de atividade vocal com o uso de máquinas de Boltzmann restritas discriminativas. In: Simpósio Brasileiro de Telecomunicações e Processamento de Sinais – SBrT’2016, 2016, Santarém.

  Anais do SBrT 2016, 2016, pp.1–5 (only Portuguese).

 

2015

15. Renato Candido, Magno T. M. Silva, Marcio Eisencraft

Uma nova codificação para sistemas de comunicação caóticos. In: Conferência Brasileira de Dinâmica, Controle e Aplicações, 2015, Natal.

  Anais do DINCON, 2015 (only Portuguese).

 

2014

14. Jesús Fernandez Bes, Luis A. Azpicueta Ruiz, Magno T. M. Silva, Jerónimo Arenas García 

Estimación distribuida con redes de difusión: algoritmo con combinadores adaptativos y agentes que preservan estimaciones locales. In: XXIX Simposium Nacional de la Unión Científica Internacional de Radio, 2014, Valencia, Spain.

  Actas de la URSI, 2014  (only Spanish).

 

2013

13. Renato Candido, Marcio Eisencraft, Magno T. M. Silva

Equalização de canais de comunicação para sincronização de mapas. In: Conferência Brasileira de Dinâmica, Controle e Aplicações, 2013, Fortaleza.

  Anais do DINCON, 2013 (only Portuguese).

 

2010

12. Paulo R. R. Vianna, Edson M. F. Mesquita,  Jonathan Cheng, Ricardo Nakamura, Magno T. M. Silva

Rainbow Strings: jogo para aprendizado de violino com processamento de áudio. In: IX Simpósio Brasileiro de Jogos e Entretenimento Digital, 2010, Florianópolis.

  Anais do SBGames, 2010, pp.324–327  (only Portuguese).

  

2009

11. Renato Candido, Magno T. M. Silva, Vítor H. Nascimento, Maria D. Miranda

Análise estatística do algoritmo Shalvi–Weinstein. In: Simpósio Brasileiro de Telecomunicações – SBrT’2009, 2009, Blumenau.

  Anais do SBrT 2009, 2009, pp.1–6

 

2008

10. Renato Candido, Magno T. M. Silva, Vítor H. Nascimento

Uma combinação afim de dois equalizadores autodidatas adaptados com o CMA. In: Simpósio Brasileiro de Telecomunicações – SBrT’2008, 2008, Rio de Janeiro.

  Anais do SBrT 2008, 2008, pp.1–6  (only Portuguese).

 

2007

9. Magno T. M. Silva, João Mendes Filho

Convex Combination of adaptive algorithms for blind equalization of QAM signals. In: Simpósio Brasileiro de Telecomunicações – SBrT’2007, 2007, Recife.

  Anais do SBrT 2007, 2007. v.1, pp.1–6 .

 

2005

8. Alexandre Senda, Mario S S Melo, Magno T. M. Silva,  Marcio Eisencraft, Marco A. A. Melo

Aplicações de Processamento Digital de Sinais em Engenharia Elétrica. In: XXIII Congresso Brasileiro de Ensino de Engenharia, 2005, Campina Grande.

  Anais do COBENGE'2005, 2005  (only Portuguese).

 

7. Daniel L. Hatae, Marcio Eisencraft, Cristiano Akamine, Carlos E. S. Dantas, Magno T. M. Silva, Maria D. Miranda

Comparação entre técnicas de transmissão e recepção em canais brasileiros de TV digital. In: XXII Simpósio Brasileiro de Telecomunicações - SBrT'05, 2005, Campinas.

  Anais do SBrT'05, 2005. v.1, pp.1123–1128  (only Portuguese).

  

2004

6. Magno T. M. Silva, Max Gerken, Maria D. Miranda

A blind hybrid Decision Feedback Equalizer. In: VIII Simpósio Brasileiro de Redes Neurais (SBRN), 2004, São Luis.

  Anais do SBRN'2004, 2004 .

 

2003

5. Magno T. M. Silva, Max Gerken, Maria D. Miranda

Um algoritmo do módulo constante acelerado para equalização espaço–temporal. In: XX Simpósio Brasileiro de Telecomunicações (SBT'03), 2003, Rio de Janeiro.

  Anais do SBT'03, 2003, pp.492–497  (only Portuguese).

 

2001

4. Magno T. M. Silva, Max Gerken

Um equalizador híbrido RNN/LTE. In: XIX Símpósio Brasileiro de Telecomunicações (SBrT), 2001, Fortaleza.

  Anais do SBrT'2001, 2001, pp.01–06  (only Portuguese).

 

2000

3. Magno T. M. Silva, Max Gerken, Maria D. Miranda

Estruturas não–lineares aplicadas à recuperação de sinais binários. In: XVIII Simpósio Brasileiro de Telecomunicações (SBT), 2000, Gramado–RS.

  Anais do SBT'2000, 2000, pp.07–12  (only Portuguese).

 

2. Magno T. M. Silva, Max Gerken

Um algoritmo acelerador para treinamento de redes neuronais do tipo MLP. In: XVIII Simpósio Brasileiro de Telecomunicações (SBT), 2000, Gramado–RS.

  Anais do SBT'2000, 2000, pp.01–06  (only Portuguese).

 

1999

1. André H. C. Carezia, Max Gerken, Phillip M. S. Burt, Magno T. M. Silva

Implementação eficiente de algoritmo LSL para cancelamento de eco acústico em automóveis. In: XVII Simpósio Brasileiro de Telecomunicações (SBT), 1999, Vila Velha–ES.

  Anais do SBT'99, 1999. v.I, pp.372–377  (only Portuguese).

 

 


 

 

Magno T. M. Silva, last updated: September 4th,  2017