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Volumn 42, Issue 2, 2012, Pages 501-512

A system-on-chip development of a neuro-fuzzy embedded agent for ambient-intelligence environments

Author keywords

Ambient intelligence; embedded agent; field programmable gate array (FPGA); intelligent inhabited environments; neuro fuzzy systems; smart environments; system on chip (SOC)

Indexed keywords

AMBIENT INTELLIGENCE; EMBEDDED AGENT; INTELLIGENT INHABITED ENVIRONMENTS; NEUROFUZZY SYSTEM; SMART ENVIRONMENT; SYSTEM-ON-CHIP;

EID: 84859002142     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2011.2168516     Document Type: Article
Times cited : (23)

References (48)
  • 2
    • 23144437602 scopus 로고    scopus 로고
    • IST Advisory Group Rep., Eur. Comm., Sep. [Online]. Available
    • "Ambient intelligence: From vision to reality," IST Advisory Group Rep., Eur. Comm., Sep. 2003. [Online]. Available: ftp://ftp.cordis.europa. eu/pub/ist/docs/istag-ist2003-consolidated-report.pdf
    • (2003) Ambient Intelligence: From Vision to Reality
  • 4
    • 0001853125 scopus 로고
    • The computer for the twenty-first century
    • Sep
    • M. Weiser, "The computer for the twenty-first century," Sci. Amer., vol. 265, no. 3, pp. 94-104, Sep. 1991.
    • (1991) Sci. Amer. , vol.265 , Issue.3 , pp. 94-104
    • Weiser, M.1
  • 5
    • 84976653144 scopus 로고
    • Some computer science issues in ubiquitous computing
    • Jul
    • M. Weiser, "Some computer science issues in ubiquitous computing," Commun. ACM, vol. 36, no. 7, pp. 74-84, Jul. 1993.
    • (1993) Commun. ACM , vol.36 , Issue.7 , pp. 74-84
    • Weiser, M.1
  • 6
    • 0033359304 scopus 로고    scopus 로고
    • A look at human interaction with pervasive computers
    • Dec
    • W. Ark and T. Selker, "A look at human interaction with pervasive computers," IBM Syst. J., vol. 38, no. 4, pp. 504-507, Dec. 1999.
    • (1999) IBM Syst. J. , vol.38 , Issue.4 , pp. 504-507
    • Ark, W.1    Selker, T.2
  • 8
    • 41549117451 scopus 로고    scopus 로고
    • Ambient intelligence: Concepts and applications
    • J. C. Augusto and P. McCullagh, "Ambient intelligence: Concepts and applications," Int. J. Comput. Sci. Inf. Syst., vol. 4, no. 1, pp. 1-28, 2007.
    • (2007) Int. J. Comput. Sci. Inf. Syst. , vol.4 , Issue.1 , pp. 1-28
    • Augusto, J.C.1    McCullagh, P.2
  • 9
    • 17644370977 scopus 로고    scopus 로고
    • The Gator tech smart house: A programmable pervasive space
    • Mar
    • S. Helal, W. Mann, H. El-Zabadani, J. King, Y. Kaddoura, and E. Jansen, "The Gator tech smart house: A programmable pervasive space," Computer, vol. 38, no. 3, pp. 50-60, Mar. 2005.
    • (2005) Computer , vol.38 , Issue.3 , pp. 50-60
    • Helal, S.1    Mann, W.2    El-Zabadani, H.3    King, J.4    Kaddoura, Y.5    Jansen, E.6
  • 10
    • 41549155678 scopus 로고    scopus 로고
    • Proactive fuzzy control and adaptation methods for smart homes
    • Mar./Apr
    • A. Vainio, M. Valtonen, and J. Vanhala, "Proactive fuzzy control and adaptation methods for smart homes," IEEE Intell. Syst., vol. 23, no. 2, pp. 42-49, Mar./Apr. 2008.
    • (2008) IEEE Intell. Syst. , vol.23 , Issue.2 , pp. 42-49
    • Vainio, A.1    Valtonen, M.2    Vanhala, J.3
  • 12
    • 69649089364 scopus 로고    scopus 로고
    • Keeping the resident in the loop: Adapting the smart home to the user
    • Sep
    • P. Rashidi and D. J. Cook, "Keeping the resident in the loop: Adapting the smart home to the user," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 39, no. 5, pp. 949-959, Sep. 2009.
    • (2009) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.39 , Issue.5 , pp. 949-959
    • Rashidi, P.1    Cook, D.J.2
  • 16
    • 77952928088 scopus 로고    scopus 로고
    • Interoperable and adaptive fuzzy services for ambient intelligence applications
    • May
    • G. Acampora, M. Gaeta, V. Loia, and A. V. Vasilakos, "Interoperable and adaptive fuzzy services for ambient intelligence applications," ACM Trans. Auton. Adapt. Syst., vol. 5, no. 2, pp. 8:1-8:26, May 2010.
    • (2010) ACM Trans. Auton. Adapt. Syst. , vol.5 , Issue.2 , pp. 81-826
    • Acampora, G.1    Gaeta, M.2    Loia, V.3    Vasilakos, A.V.4
  • 17
    • 11844294047 scopus 로고    scopus 로고
    • A fuzzy embedded agent-based approach for realizing ambient intelligence in intelligent inhabited environments
    • Jan
    • F. Doctor, H. Hagras, and V. Callahan, "A fuzzy embedded agent-based approach for realizing ambient intelligence in intelligent inhabited environments," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 35, no. 1, pp. 55-65, Jan. 2005.
    • (2005) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.35 , Issue.1 , pp. 55-65
    • Doctor, F.1    Hagras, H.2    Callahan, V.3
  • 18
    • 16344392736 scopus 로고    scopus 로고
    • A type-2 fuzzy embedded agent to realise ambient intelligence in ubiquitous computing environments
    • May
    • F. Doctor, H. Hagras, and V. Callahan, "A type-2 fuzzy embedded agent to realise ambient intelligence in ubiquitous computing environments," Inf. Sci., vol. 171, no. 4, pp. 309-334, May 2005.
    • (2005) Inf. Sci. , vol.171 , Issue.4 , pp. 309-334
    • Doctor, F.1    Hagras, H.2    Callahan, V.3
  • 19
    • 33947390916 scopus 로고    scopus 로고
    • An incremental adaptive life long learning approach for type-2 fuzzy embedded agents in ambient intelligent environments
    • Feb
    • H. Hagras, F. Doctor, V. Callahan, and A. Lopez, "An incremental adaptive life long learning approach for type-2 fuzzy embedded agents in ambient intelligent environments," IEEE Trans. Fuzzy Syst., vol. 15, no. 1, pp. 41-55, Feb. 2007.
    • (2007) IEEE Trans. Fuzzy Syst. , vol.15 , Issue.1 , pp. 41-55
    • Hagras, H.1    Doctor, F.2    Callahan, V.3    Lopez, A.4
  • 20
    • 33750047187 scopus 로고    scopus 로고
    • Distributed embedded intelligence room with multi-agent cooperative learning
    • J. Ma, Ed. Berlin, Germany: Springer-Verlag
    • K. I. Wang, W. H. Abdulla, and Z. Salcic, "Distributed embedded intelligence room with multi-agent cooperative learning," in Lecture Notes in Computer Science, J. Ma, Ed. Berlin, Germany: Springer-Verlag, 2006, pp. 147-156.
    • (2006) Lecture Notes in Computer Science , pp. 147-156
    • Wang, K.I.1    Abdulla, W.H.2    Salcic, Z.3
  • 21
    • 20344383995 scopus 로고    scopus 로고
    • Fuzzy control interoperability and scalability for adaptive domotic framework
    • May
    • G. Acampora and V. Loia, "Fuzzy control interoperability and scalability for adaptive domotic framework," IEEE Trans. Ind. Informat., vol. 1, no. 2, pp. 97-111, May 2005.
    • (2005) IEEE Trans. Ind. Informat. , vol.1 , Issue.2 , pp. 97-111
    • Acampora, G.1    Loia, V.2
  • 22
    • 64249158703 scopus 로고    scopus 로고
    • Advanced control systems engineering for energy and comfort management in a building environment-A review
    • A. Dounis and C. Caraiscos, "Advanced control systems engineering for energy and comfort management in a building environment-A review," Renew. Sustain. Energy Rev., vol. 13, no. 6/7, pp. 1246-1261, 2009.
    • (2009) Renew. Sustain. Energy Rev. , vol.13 , Issue.6-7 , pp. 1246-1261
    • Dounis, A.1    Caraiscos, C.2
  • 23
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-network-based fuzzy inference system
    • May/Jun
    • J.-S. R. Jang, "ANFIS: Adaptive-network-based fuzzy inference system," IEEE Trans. Syst., Man, Cybern., vol. 23, no. 3, pp. 665-685, May/Jun. 1993.
    • (1993) IEEE Trans. Syst., Man, Cybern. , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.-S.R.1
  • 24
    • 0029273384 scopus 로고
    • Neuro-fuzzy modeling and control
    • Mar
    • J.-S. R. Jang and C.-T. Sun, "Neuro-fuzzy modeling and control," Proc. IEEE, vol. 83, no. 3, pp. 378-406, Mar. 1995.
    • (1995) Proc. IEEE , vol.83 , Issue.3 , pp. 378-406
    • Jang, J.-S.R.1    Sun, C.-T.2
  • 25
    • 45549109897 scopus 로고    scopus 로고
    • Efficient hardware/software implementation of an adaptive neuro-fuzzy system
    • Jun
    • I. del Campo, I. J. Echanobe, G. Bosque, and J. M. Tarela, "Efficient hardware/software implementation of an adaptive neuro-fuzzy system," IEEE Trans. Fuzzy Syst., vol. 16, no. 3, pp. 761-778, Jun. 2008.
    • (2008) IEEE Trans. Fuzzy Syst. , vol.16 , Issue.3 , pp. 761-778
    • Del Campo, I.1    Echanobe, I.J.2    Bosque, G.3    Tarela, J.M.4
  • 27
    • 79954460716 scopus 로고    scopus 로고
    • Scalable architecture for high-speed multidimensional fuzzy inference systems
    • May
    • I. del Campo, K. Basterretxea, J. Echanobe, and G. Bosque, "Scalable architecture for high-speed multidimensional fuzzy inference systems," J. Circuits Syst. Comput., vol. 20, no. 3, pp. 375-400, May 2011.
    • (2011) J. Circuits Syst. Comput. , vol.20 , Issue.3 , pp. 375-400
    • Del Campo, I.1    Basterretxea, K.2    Echanobe, J.3    Bosque, G.4
  • 28
    • 0742272554 scopus 로고    scopus 로고
    • An approach to on-line identification of Takagi-Sugeno fuzzy models
    • Feb
    • P. Angelov and D. Filev, "An approach to on-line identification of Takagi-Sugeno fuzzy models," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 34, no. 1, pp. 484-498, Feb. 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.34 , Issue.1 , pp. 484-498
    • Angelov, P.1    Filev, D.2
  • 29
    • 55349130665 scopus 로고    scopus 로고
    • On line learning fuzzy rule-based system structure from data streams
    • Hong Kong
    • P. Angelov and X. Zhou, "On line learning fuzzy rule-based system structure from data streams," in Proc. IEEE Int. Conf. Fuzzy Syst., Hong Kong, 2008, pp. 915-922.
    • (2008) Proc. IEEE Int. Conf. Fuzzy Syst. , pp. 915-922
    • Angelov, P.1    Zhou, X.2
  • 30
    • 84859001057 scopus 로고    scopus 로고
    • [Online]. Available
    • [Online]. Available: http://cswww.essex.ac.uk/iieg/idorm.htm
  • 31
    • 45449126257 scopus 로고
    • Structure identification of fuzzy model
    • Oct
    • M. Sugeno and G. T. Kang, "Structure identification of fuzzy model," Fuzzy Sets Syst., vol. 28, no. 1, pp. 15-33, Oct. 1988.
    • (1988) Fuzzy Sets Syst. , vol.28 , Issue.1 , pp. 15-33
    • Sugeno, M.1    Kang, G.T.2
  • 32
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modeling and control
    • Jan./Feb
    • T. Takagi and M. Sugeno, "Fuzzy identification of systems and its applications to modeling and control," IEEE Trans. Syst., Man, Cybern., vol. SMC-15, no. 1, pp. 116-132, Jan./Feb. 1985.
    • (1985) IEEE Trans. Syst., Man, Cybern. , vol.SMC-15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 33
    • 33845758015 scopus 로고    scopus 로고
    • Avoiding pitfalls in neural network research
    • Jan
    • G. P. Zhang, "Avoiding pitfalls in neural network research," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 37, no. 1, pp. 3-16, Jan. 2007.
    • (2007) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev. , vol.37 , Issue.1 , pp. 3-16
    • Zhang, G.P.1
  • 35
    • 84885125194 scopus 로고    scopus 로고
    • Electronic hardware for fuzzy computation
    • Methods and Design, A. Laurent andM.-J. Lesot, Eds. Hershey, NY: Inf. Sci. Ref
    • K. Basterretxea and I. del Campo, "Electronic hardware for fuzzy computation," in Scalable Fuzzy Algorithms for DataManagement and Analysis. Methods and Design, A. Laurent andM.-J. Lesot, Eds. Hershey, NY: Inf. Sci. Ref., 2009, pp. 1-30.
    • (2009) Scalable Fuzzy Algorithms for DataManagement and Analysis , pp. 1-30
    • Basterretxea, K.1    Del Campo, I.2
  • 36
    • 0032485187 scopus 로고    scopus 로고
    • Mixedsignal design of a fully parallel fuzzy processor
    • Mar
    • I. Baturone, A. Barriga, S. Sánchez-Solano, and J. L. Huertas, "Mixedsignal design of a fully parallel fuzzy processor," Electron. Lett., vol. 34, no. 5, pp. 437-438, Mar. 1998.
    • (1998) Electron. Lett. , vol.34 , Issue.5 , pp. 437-438
    • Baturone, I.1    Barriga, A.2    Sánchez-Solano, S.3    Huertas, J.L.4
  • 38
    • 0032074869 scopus 로고    scopus 로고
    • Fuzzy piecewise multilinear and piecewise linear systems as universal approximators in Sobolev norms
    • R. Rovatti, "Fuzzy piecewise multilinear and piecewise linear systems as universal approximators in Sobolev norms," IEEE Trans. Fuzzy Syst., vol. 6, no. 2, pp. 235-249, 1998.
    • (1998) IEEE Trans. Fuzzy Syst. , vol.6 , Issue.2 , pp. 235-249
    • Rovatti, R.1
  • 39
    • 0037177268 scopus 로고    scopus 로고
    • Optimized PWL recursive approximation and its application neuro-fuzzy systems
    • Apr
    • J. M. Tarela, K. Basterretxea, I. del Campo, M. V. Martinez, and E. Alonso, "Optimized PWL recursive approximation and its application neuro-fuzzy systems," Math. Comput. Model., vol. 35, no. 7/8, pp. 867-883, Apr. 2002.
    • (2002) Math. Comput. Model. , vol.35 , Issue.7-8 , pp. 867-883
    • Tarela, J.M.1    Basterretxea, K.2    Del Campo, I.3    Martinez, M.V.4    Alonso, E.5
  • 40
    • 84859005214 scopus 로고    scopus 로고
    • Gaussian function approximation in neuro-fuzzy systems
    • A. Lofti and J. M. Garibaldi, Eds. Berlin, Germany: Springer-Verlag
    • K. Basterretxea, J. M. Tarela, and I. del Campo, "Gaussian function approximation in neuro-fuzzy systems," in Applications and Science in Soft Computing, A. Lofti and J. M. Garibaldi, Eds. Berlin, Germany: Springer-Verlag, 2004, pp. 163-170.
    • (2004) Applications and Science in Soft Computing , pp. 163-170
    • Basterretxea, K.1    Tarela, J.M.2    Del Campo, I.3
  • 41
    • 30344471817 scopus 로고    scopus 로고
    • Digital Gaussian MF circuit for neuro-fuzzy hardware
    • Jan
    • K. Basterretxea, J. M. Tarela, and I. del Campo, "Digital Gaussian MF circuit for neuro-fuzzy hardware," Electron. Lett., vol. 42, no. 1, pp. 44-46, Jan. 2006.
    • (2006) Electron. Lett. , vol.42 , Issue.1 , pp. 44-46
    • Basterretxea, K.1    Tarela, J.M.2    Del Campo, I.3
  • 43
    • 36349005204 scopus 로고    scopus 로고
    • FPGA-based speed control IC for PMSM drive with adaptive fuzzy control
    • Nov
    • Y.-S. Kung and M.-H. Tsai, "FPGA-based speed control IC for PMSM drive with adaptive fuzzy control," IEEE Trans. Power Electron., vol. 22, no. 6, pp. 2476-2486, Nov. 2007.
    • (2007) IEEE Trans. Power Electron. , vol.22 , Issue.6 , pp. 2476-2486
    • Kung, Y.-S.1    Tsai, M.-H.2
  • 45
    • 84859001060 scopus 로고    scopus 로고
    • MicroBlaze Processor Reference Guide. Embedded Development Kit EDK 10.1, Xilinx Inc., San Jose, CA, [Online]. Available:
    • MicroBlaze Processor Reference Guide. Embedded Development Kit EDK 10.1, Xilinx Inc., San Jose, CA, 2008. [Online]. Available: http://www.xilinx.com/ support/documentation/sw-manuals/mb-ref-guide.pdf.
    • (2008)
  • 46
    • 84859008470 scopus 로고    scopus 로고
    • Virtex 5 Family Overview, Xilinx Inc., San Jose, CA, [Online]. Available
    • Virtex 5 Family Overview, Xilinx Inc., San Jose, CA, 2009. [Online]. Available: http://www.xilinx.com/support/documentation/data-sheets/ds100.pdf
    • (2009)
  • 47
    • 84859001059 scopus 로고    scopus 로고
    • ML505/ML506/ML507Evaluation Platform. User Guide, Xilinx Inc., San Jose, CA, [Online]. Available
    • ML505/ML506/ML507Evaluation Platform. User Guide, Xilinx Inc., San Jose, CA, 2009. [Online]. Available: http://www.xilinx.com/support/documentation/ boards-and-kits/ug347.pdf
    • (2009)


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