메뉴 건너뛰기




Volumn 60, Issue 3, 2011, Pages 725-734

Development of laguerre neural-network-based intelligent sensors for wireless sensor networks

Author keywords

Autocompensation; harsh environment; Laguerre neural networks (LaNNs); linearization; smart sensors; wireless sensor networks (WSNs)

Indexed keywords

AUTOCOMPENSATION; CAPACITIVE PRESSURE SENSORS; COMPUTATIONALLY EFFICIENT; ENERGY-CONSTRAINED; ENVIRONMENTAL CONDITIONS; ENVIRONMENTAL INFLUENCES; ENVIRONMENTAL PARAMETER; EXECUTION TIME; HARSH ENVIRONMENT; IMPLEMENTATION SCHEME; INTELLIGENT SENSORS; INTELLIGENT TECHNIQUES; LAGUERRE; LAGUERRE NEURAL NETWORKS (LANNS); NETWORK-BASED; NONLINEAR DEPENDENCE; PERCEPTRON; PERFORMANCE COMPARISON; PHYSICAL SENSORS; REDUCED-COMPLEXITY; RUNTIMES; SENSOR MODEL; SENSOR MODULES; SENSOR NONLINEARITY; SENSOR OUTPUT; SENSOR RESPONSE; TEMPERATURE RANGE;

EID: 79951680625     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2010.2082390     Document Type: Article
Times cited : (63)

References (49)
  • 1
    • 33751310150 scopus 로고    scopus 로고
    • Wireless sensor networks - Part I: Topology and design issues
    • DOI 10.1109/CCECE.2005.1557184, 1557184, Canadian Conference on Electrical and Computer Engineering 2005
    • M. I. Abd-El-Barr, M. A. M. Youssef, and M. M. Al-Otaibi, "Wireless sensor networks-Part I: Topology and design issues," in Proc. IEEE CCECE/CCGEI, Saskatoon, SK, Canada, May 2005, pp. 1165-1168. (Pubitemid 44801823)
    • (2005) Canadian Conference on Electrical and Computer Engineering , vol.2005 , pp. 1165-1168
    • Abd-El-Barr, M.I.1    Youssef, M.A.M.2    Al-Otaibi, M.M.3
  • 3
    • 2942686425 scopus 로고    scopus 로고
    • Sensor networks: Evolution, opportunities, and challenges
    • DOI 10.1109/JPROC.2003.814918, Sensor Networks and Applications
    • C.-Y. Chong and S. Kumar, "Sensor networks: Evolution, opportunities, and challenges," Proc. IEEE, vol. 91, no. 8, pp. 1247-1256, Aug. 2003. (Pubitemid 40890834)
    • (2003) Proceedings of the IEEE , vol.91 , Issue.8 , pp. 1247-1256
    • Chong, C.-Y.1    Kumar, S.P.2
  • 4
    • 0036704431 scopus 로고    scopus 로고
    • Design challenges for energy-constrained ad hoc wireless networks
    • DOI 10.1109/MWC.2002.1028874, Energy-Aware Ad Hoc Wireless Networks
    • A. J. Goldsmith and S. Wicker, "Design challenges for energyconstrained ad hoc wireless networks," IEEE Wireless Commun., vol. 9, no. 4, pp. 8-27, Aug. 2002. (Pubitemid 35426991)
    • (2002) IEEE Wireless Communications , vol.9 , Issue.4 , pp. 8-27
    • Goldsmith, A.J.1    Wicker, S.B.2
  • 5
    • 4344714071 scopus 로고    scopus 로고
    • Medium access control with coordinated adaptive sleeping for wireless sensor networks
    • Jun.
    • W. Ye, J. Heidemann, and D. Estrin, "Medium access control with coordinated adaptive sleeping for wireless sensor networks," IEEE/ACM Trans. Netw., vol. 12, no. 3, pp. 493-506, Jun. 2004.
    • (2004) IEEE/ ACM Trans. Netw. , vol.12 , Issue.3 , pp. 493-506
    • Ye, W.1    Heidemann, J.2    Estrin, D.3
  • 6
    • 34548850872 scopus 로고    scopus 로고
    • A survey on clustering algorithms for wireless sensor networks
    • DOI 10.1016/j.comcom.2007.05.024, PII S0140366407002162
    • A. A. Abbasi and M. Younis, "A survey on clustering algorithms for wireless sensor networks," Comput. Commun., vol. 30, no. 14/15, pp. 2826-2841, Oct. 2007. (Pubitemid 47445736)
    • (2007) Computer Communications , vol.30 , Issue.14-15 , pp. 2826-2841
    • Abbasi, A.A.1    Younis, M.2
  • 7
    • 0036343658 scopus 로고    scopus 로고
    • An energy-efficient MAC protocol for wireless sensor networks
    • New York, Jun.
    • W. Ye, J. Heidemann, and D. Estrin, "An energy-efficient MAC protocol for wireless sensor networks," in Proc. IEEE INFOCOM, New York, Jun. 2002, pp. 1567-1576.
    • (2002) Proc. IEEE INFOCOM , pp. 1567-1576
    • Ye, W.1    Heidemann, J.2    Estrin, D.3
  • 8
    • 77955730366 scopus 로고    scopus 로고
    • Performance evaluation of efficient and reliable routing protocols for fixed-power sensor networks
    • May
    • P. K. K. Loh, H. W. Jing, and Y. Pan, "Performance evaluation of efficient and reliable routing protocols for fixed-power sensor networks," IEEE Trans. Wireless Commun., vol. 8, no. 5, pp. 2328-2335, May 2009.
    • (2009) IEEE Trans. Wireless Commun. , vol.8 , Issue.5 , pp. 2328-2335
    • Loh, P.K.K.1    Jing, H.W.2    Pan, Y.3
  • 9
    • 67649460721 scopus 로고    scopus 로고
    • On the planning of wireless sensor networks: Energy-efficient clustering under the joint routing and coverage constraint
    • Aug.
    • A. Chamam and S. Pierre, "On the planning of wireless sensor networks: Energy-efficient clustering under the joint routing and coverage constraint," IEEE Trans. Mobile Comput., vol. 8, no. 8, pp. 1077-1086, Aug. 2009.
    • (2009) IEEE Trans. Mobile Comput. , vol.8 , Issue.8 , pp. 1077-1086
    • Chamam, A.1    Pierre, S.2
  • 10
    • 0032667848 scopus 로고    scopus 로고
    • Minimum energy mobile wireless networks
    • Aug.
    • V. Rodoplu and T. H. Meng, "Minimum energy mobile wireless networks," IEEE J. Sel. Areas Commun., vol. 17, no. 8, pp. 1333-1344, Aug. 1999.
    • (1999) IEEE J. Sel. Areas Commun. , vol.17 , Issue.8 , pp. 1333-1344
    • Rodoplu, V.1    Meng, T.H.2
  • 11
    • 0035279599 scopus 로고    scopus 로고
    • Dynamic power management in wireless sensor networks
    • DOI 10.1109/54.914626
    • A. Sinha and A. Chandrakasan, "Dynamic power management in wireless sensor networks," IEEE Des. Test Comput., vol. 18, no. 2, pp. 62-74, Mar./Apr. 2001. (Pubitemid 32293329)
    • (2001) IEEE Design and Test of Computers , vol.18 , Issue.2 , pp. 62-74
    • Sinha, A.1    Chandrakasan, A.2
  • 12
    • 0037024119 scopus 로고    scopus 로고
    • Resource management in energy-limited, bandwidth-limited, transceiver-limited wireless networks for session-based multicasting
    • DOI 10.1016/S1389-1286(01)00303-6, PII S1389128601003036
    • J. E. Wieselthier, G. D. Nguyen, and A. Ephremides, "Resource management in energy-limited, bandwidth-limited, transceiver-limited wireless networks for session-based multicasting," Comput. Netw., vol. 39, no. 2, pp. 113-131, Jun. 2002. (Pubitemid 34449145)
    • (2002) Computer Networks , vol.39 , Issue.2 , pp. 113-131
    • Wieselthier, J.E.1    Nguyen, G.D.2    Ephremides, A.3
  • 13
    • 72249095412 scopus 로고    scopus 로고
    • Distributed energy optimization for target tracking in wireless sensor networks
    • Jan.
    • X. Wang, J. Ma, S. Wang, and D. Bi, "Distributed energy optimization for target tracking in wireless sensor networks," IEEE Trans. Mobile Comput., vol. 9, no. 1, pp. 73-86, Jan. 2010.
    • (2010) IEEE Trans. Mobile Comput. , vol.9 , Issue.1 , pp. 73-86
    • Wang, X.1    Ma, J.2    Wang, S.3    Bi, D.4
  • 14
    • 50149115190 scopus 로고    scopus 로고
    • Optimizing lifetime for continuous data aggregation with precision guarantees in wireless sensor networks
    • Aug.
    • X. Tang and J. Xu, "Optimizing lifetime for continuous data aggregation with precision guarantees in wireless sensor networks," IEEE/ACMTrans. Netw., vol. 16, no. 4, pp. 904-917, Aug. 2008.
    • (2008) IEEE/ACMTrans. Netw. , vol.16 , Issue.4 , pp. 904-917
    • Tang, X.1    Xu, J.2
  • 15
    • 0035428428 scopus 로고    scopus 로고
    • Sensor information networking architecture and applications
    • DOI 10.1109/98.944004
    • C. Shen, C. Srisathapornphat, and C. Jaikaeo, "Sensor information networking architecture and applications," IEEE Pers. Commun., vol. 8, no. 4, pp. 52-59, Aug. 2001. (Pubitemid 33060768)
    • (2001) IEEE Personal Communications , vol.8 , Issue.4 , pp. 52-59
    • Shen, C.-C.1    Srisathapornphat, C.2    Jaikaeo, C.3
  • 17
    • 10844248556 scopus 로고    scopus 로고
    • Networking issues in sensor networks
    • Jul.
    • D. Ganesan, "Networking issues in sensor networks," J. Parallel Distrib. Comput., vol. 64, pp. 799-814, Jul. 2004.
    • (2004) J. Parallel Distrib. Comput. , vol.64 , pp. 799-814
    • Ganesan, D.1
  • 18
    • 0346750528 scopus 로고    scopus 로고
    • Battery models for energy aware system design
    • Dec.
    • R. Rao, S. Vrudhula, and D. Rakhmatov, "Battery models for energy aware system design," Computer, vol. 36, no. 12, pp. 77-87, Dec. 2003.
    • (2003) Computer , vol.36 , Issue.12 , pp. 77-87
    • Rao, R.1    Vrudhula, S.2    Rakhmatov, D.3
  • 19
    • 57449101619 scopus 로고    scopus 로고
    • Taxonomy and challenges of the integration of RFID and wireless sensor networks
    • Nov./Dec.
    • H. Liu, M. Bolic, A. Nayak, and I. Stojmenovic, "Taxonomy and challenges of the integration of RFID and wireless sensor networks," IEEE Netw., vol. 22, no. 6, pp. 26-32, Nov./Dec. 2008.
    • (2008) IEEE Netw. , vol.22 , Issue.6 , pp. 26-32
    • Liu, H.1    Bolic, M.2    Nayak, A.3    Stojmenovic, I.4
  • 20
    • 54949148390 scopus 로고    scopus 로고
    • Prospects and problems of wireless communication for underwater sensor networks
    • Oct.
    • L. Liu, S. Zhou, and J.-H. Cui, "Prospects and problems of wireless communication for underwater sensor networks," Wireless Commun. Mobile Comput., vol. 8, no. 8, pp. 977-994, Oct. 2008.
    • (2008) Wireless Commun. Mobile Comput. , vol.8 , Issue.8 , pp. 977-994
    • Liu, L.1    Zhou, S.2    Cui, J.-H.3
  • 21
    • 54949098918 scopus 로고    scopus 로고
    • Target tracking based on a distributed particle filter in underwater sensor networks
    • Oct.
    • Y. Huang, W. Liang, H.-B. Yu, and Y. Xiao, "Target tracking based on a distributed particle filter in underwater sensor networks," Wireless Commun. Mobile Comput., vol. 8, no. 8, pp. 1023-1033, Oct. 2008.
    • (2008) Wireless Commun. Mobile Comput. , vol.8 , Issue.8 , pp. 1023-1033
    • Huang, Y.1    Liang, W.2    Yu, H.-B.3    Xiao, Y.4
  • 22
    • 37049039066 scopus 로고    scopus 로고
    • Localized movement control for fault tolerance of mobile robot networks
    • L. Orozco-Barbosa, T. Olivares, R. Casado, and A. Bermudez, Eds. Boston, MA: Springer-Verlag
    • S. Das, H. Liu, A. Nayak, and I. Stojmenovic, "Localized movement control for fault tolerance of mobile robot networks," in IFIP International Federation for Information Processing, Wireless Sensor and Actor Networks, L. Orozco-Barbosa, T. Olivares, R. Casado, and A. Bermudez, Eds. Boston, MA: Springer-Verlag, 2007, pp. 1-12.
    • (2007) IFIP International Federation for Information Processing, Wireless Sensor and Actor Networks , pp. 1-12
    • Das, S.1    Liu, H.2    Nayak, A.3    Stojmenovic, I.4
  • 23
    • 0028480804 scopus 로고
    • A linearization and compensation method for integrated sensors
    • Aug.
    • P. Hille, R. Hohler, and H. Strack, "A linearization and compensation method for integrated sensors," Sens. Actuators A, Phys., vol. 44, no. 2, pp. 95-102, Aug. 1994.
    • (1994) Sens. Actuators A, Phys. , vol.44 , Issue.2 , pp. 95-102
    • Hille, P.1    Hohler, R.2    Strack, H.3
  • 24
    • 0036826018 scopus 로고    scopus 로고
    • An accurate interface for capacitive sensors
    • Oct.
    • X. Li and G. C. Meijer, "An accurate interface for capacitive sensors," IEEE Trans. Instrum. Meas., vol. 51, no. 5, pp. 935-939, Oct. 2002.
    • (2002) IEEE Trans. Instrum. Meas. , vol.51 , Issue.5 , pp. 935-939
    • Li, X.1    Meijer, G.C.2
  • 25
    • 0031077992 scopus 로고    scopus 로고
    • A capacitive pressure sensor interface using oversampling Δ-Σ demodulation techniques
    • PII PUBLISHERITEMIDENTIFIERS0018945697009157
    • M. Yamada and K. Watanabe, "A capacitive pressure sensor interface using oversampling δ - σdemodulation techniques," IEEE Trans. Instrum. Meas., vol. 46, no. 1, pp. 3-7, Feb. 1997. (Pubitemid 127769862)
    • (1997) IEEE Transactions on Instrumentation and Measurement , vol.46 , Issue.1 , pp. 3-7
    • Yamada, M.1    Watanabe, K.2
  • 26
    • 0031198134 scopus 로고    scopus 로고
    • A noniterative polynomial 2-D calibration method implemented in a microcontroller
    • PII S0018945697065017
    • K. F. Lyahou, G. van der Horn, and J. H. Huijsing, "Noniterative polynomial 2-D calibration method implemented in a microcontroller," IEEE Trans. Instrum. Meas., vol. 46, no. 4, pp. 752-757, Aug. 1997. (Pubitemid 127771618)
    • (1997) IEEE Transactions on Instrumentation and Measurement , vol.46 , Issue.4 , pp. 752-757
    • Lyahou, K.F.1    Van Der Horn, G.2    Huijsing, J.H.3
  • 27
    • 68249115011 scopus 로고    scopus 로고
    • Improved progressive polynomial algorithm for self-adjustment and optimal response in intelligent sensors
    • J. Rivera, G. Herrera, M. Chacón, P. Acosta, and M. Carrillo, "Improved progressive polynomial algorithm for self-adjustment and optimal response in intelligent sensors," Sensors, vol. 8, no. 11, pp. 7410-7427, 2008.
    • (2008) Sensors , vol.8 , Issue.11 , pp. 7410-7427
    • Rivera, J.1    Herrera, G.2    Chacón, M.3    Acosta, P.4    Carrillo, M.5
  • 28
  • 30
    • 0032035613 scopus 로고    scopus 로고
    • A temperature-compensated system for magnetic field measurements based on artificial neural networks
    • PII S0018945698098489
    • J. M. Dias Pereira, O. Postolache, and P. M. B. Silva Girao, "A temperature-compensated system for magnetic field measurements based on artificial neural networks," IEEE Trans. Instrum. Meas., vol. 47, no. 2, pp. 494-498, Apr. 1998. (Pubitemid 128741039)
    • (1998) IEEE Transactions on Instrumentation and Measurement , vol.47 , Issue.2 , pp. 494-498
    • Dias Pereira, J.M.1    Postolache, O.2    Silva Girao, P.M.B.3
  • 32
    • 4444249549 scopus 로고    scopus 로고
    • Virtual compensator for correcting the disturbing variable effect in transducers
    • Oct.
    • A. P. Singh, S. Kumar, and T. S. Kamal, "Virtual compensator for correcting the disturbing variable effect in transducers," Sens. Actuators A, Phys., vol. 116, no. 1, pp. 1-9, Oct. 2004.
    • (2004) Sens. Actuators A, Phys. , vol.116 , Issue.1 , pp. 1-9
    • Singh, A.P.1    Kumar, S.2    Kamal, T.S.3
  • 34
    • 34648824689 scopus 로고    scopus 로고
    • A resource-constrained sensor dynamic compensation using a learningfrom- examples approach
    • Warsaw, Poland, May
    • A. Marconato, M. Hu, C. Marzadro, A. Boni, and D. Petri, "A resource-constrained sensor dynamic compensation using a learningfrom- examples approach," in Proc. IEEE Instrum. Meas. Technol. Conf., Warsaw, Poland, May 2007, pp. 1-6.
    • (2007) Proc. IEEE Instrum. Meas. Technol. Conf. , pp. 1-6
    • Marconato, A.1    Hu, M.2    Marzadro, C.3    Boni, A.4    Petri, D.5
  • 35
    • 48749093090 scopus 로고    scopus 로고
    • Dynamic compensation of nonlinear sensors by a learning-from-examples approach
    • Aug.
    • A. Marconato, M. Hu, A. Boni, and D. Petri, "Dynamic compensation of nonlinear sensors by a learning-from-examples approach," IEEE Trans. Instrum. Meas., vol. 57, no. 8, pp. 1689-1694, Aug. 2008.
    • (2008) IEEE Trans. Instrum. Meas. , vol.57 , Issue.8 , pp. 1689-1694
    • Marconato, A.1    Hu, M.2    Boni, A.3    Petri, D.4
  • 36
    • 34548479016 scopus 로고    scopus 로고
    • Selfcalibration and optimal response in intelligent sensors design based on artificial neural networks
    • J. Rivera, M. Carrillo, M. Chacón, G. Herrera, and G. Bojorquez, "Selfcalibration and optimal response in intelligent sensors design based on artificial neural networks," Sensors, vol. 7, no. 8, pp. 1509-1529, 2007.
    • (2007) Sensors , vol.7 , Issue.8 , pp. 1509-1529
    • Rivera, J.1    Carrillo, M.2    Chacón, M.3    Herrera, G.4    Bojorquez, G.5
  • 37
    • 34248163993 scopus 로고    scopus 로고
    • Further structural intelligence for sensors cluster technology in manufacturing
    • S. Mekid, "Further structural intelligence for sensors cluster technology in manufacturing," Sensors, vol. 6, no. 6, pp. 557-577, 2006.
    • (2006) Sensors , vol.6 , Issue.6 , pp. 557-577
    • Mekid, S.1
  • 40
    • 0034247029 scopus 로고    scopus 로고
    • An intelligent pressure sensor using neural networks
    • Aug.
    • J. C. Patra, A. C. Kot, and G. Panda, "An intelligent pressure sensor using neural networks," IEEE Trans. Instrum. Meas., vol. 49, no. 4, pp. 829-834, Aug. 2004.
    • (2004) IEEE Trans. Instrum. Meas. , vol.49 , Issue.4 , pp. 829-834
    • Patra, J.C.1    Kot, A.C.2    Panda, G.3
  • 41
    • 45549097966 scopus 로고    scopus 로고
    • Neural-network-based robust linearization and compensation technique for sensors under nonlinear environmental influences
    • Jun.
    • J. C. Patra, G. Chakraborty, and P. K. Meher, "Neural-network-based robust linearization and compensation technique for sensors under nonlinear environmental influences," IEEE Trans. Circuits Syst. I, Reg. Papers, vol. 55, no. 5, pp. 1316-1327, Jun. 2008.
    • (2008) IEEE Trans. Circuits Syst. I, Reg. Papers , vol.55 , Issue.5 , pp. 1316-1327
    • Patra, J.C.1    Chakraborty, G.2    Meher, P.K.3
  • 42
    • 70450082651 scopus 로고    scopus 로고
    • Laguerre neural network-based smart sensors for wireless sensor networks
    • Singapore, May
    • J. C. Patra, C. Bornand, and P. K. Meher, "Laguerre neural network-based smart sensors for wireless sensor networks," in Proc. IEEE Int. IMTC, Singapore, May 2009, pp. 832-837.
    • (2009) Proc. IEEE Int. IMTC , pp. 832-837
    • Patra, J.C.1    Bornand, C.2    Meher, P.K.3
  • 43
    • 0026817547 scopus 로고
    • A switchedcapacitor interface for capacitive pressure sensors
    • Feb.
    • M. Yamada, T. Takebayashi, S. Notoyama, and K.Watanabe, "A switchedcapacitor interface for capacitive pressure sensors," IEEE Trans. Instrum. Meas., vol. 41, no. 1, pp. 81-86, Feb. 1992.
    • (1992) IEEE Trans. Instrum. Meas. , vol.41 , Issue.1 , pp. 81-86
    • Yamada, M.1    Takebayashi, T.2    Notoyama, S.3    Watanabe, K.4
  • 45
    • 0029379686 scopus 로고
    • The functional link net and learning optimal control
    • Oct.
    • Y.-H. Pao and S. M. Philips, "The functional link net and learning optimal control," Neurocomputing, vol. 9, no. 2, pp. 149-164, Oct. 1995.
    • (1995) Neurocomputing , vol.9 , Issue.2 , pp. 149-164
    • Pao, Y.-H.1    Philips, S.M.2
  • 46
    • 33645157283 scopus 로고    scopus 로고
    • Adaptive predictive control algorithm based on Laguerre functional model
    • Mar.
    • H. Zhang, Z. Chen, Y. Wang, M. Li, and T. Qin, "Adaptive predictive control algorithm based on Laguerre functional model," Int. J. Adapt. Control Signal Process., vol. 20, no. 2, pp. 53-76, Mar. 2006.
    • (2006) Int. J. Adapt. Control Signal Process. , vol.20 , Issue.2 , pp. 53-76
    • Zhang, H.1    Chen, Z.2    Wang, Y.3    Li, M.4    Qin, T.5
  • 47
    • 0242695693 scopus 로고    scopus 로고
    • Discrete model predictive controller design using Laguerre functions
    • Mar.
    • L. Wang, "Discrete model predictive controller design using Laguerre functions," J. Process Control, vol. 14, no. 2, pp. 131-142, Mar. 2004.
    • (2004) J. Process Control , vol.14 , Issue.2 , pp. 131-142
    • Wang, L.1
  • 49
    • 0033116436 scopus 로고    scopus 로고
    • Identification of nonlinear dynamic systems using functional link artificial neural networks
    • Apr.
    • J. C. Patra, R. N. Pal, B. N. Chatterji, and G. Panda, "Identification of nonlinear dynamic systems using functional link artificial neural networks," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 29, no. 2, pp. 254-262, Apr. 1999.
    • (1999) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.29 , Issue.2 , pp. 254-262
    • Patra, J.C.1    Pal, R.N.2    Chatterji, B.N.3    Panda, G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.