메뉴 건너뛰기




Volumn 44, Issue 1-2, 2010, Pages 149-158

Neural-based approach for localization of sensors in indoor environment

Author keywords

Localization; Mean position error; Neural networks; Wireless sensor networks

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BAYESIAN REGULARIZATION; GRADIENT DESCENT; INDOOR ENVIRONMENT; LINK QUALITY INDICATORS; LOCALIZATION; LOCALIZATION ACCURACY; MEAN POSITION ERROR; MOBILE NODES; NEURAL NETWORK MODEL; POSITION ERRORS; RADIO SIGNAL PROPAGATION; RECEIVED SIGNAL STRENGTH; STATE-OF-THE-ART ALGORITHMS; WIRELESS SENSOR NODE;

EID: 77951878100     PISSN: 10184864     EISSN: 15729451     Source Type: Journal    
DOI: 10.1007/s11235-009-9223-4     Document Type: Article
Times cited : (31)

References (27)
  • 1
    • 0033872896 scopus 로고    scopus 로고
    • RADAR: An in-building RF-based user location and tracking system
    • Bahl, P., & Padmanabhan, V. N. (2000). RADAR: an in-building RF-based user location and tracking system. In 19th proceeding of IEEE computer and communications societies (INFOCOM) (pp. 775-784). (Pubitemid 30584527)
    • (2000) Proceedings - IEEE INFOCOM , vol.2 , pp. 775-784
    • Bahl Paramvir1    Padmanabhan Venkata, N.2
  • 2
    • 10644284409 scopus 로고    scopus 로고
    • Location-aware computing: A neural network model for determining location in wireless LANs (Technical Report DIT-02-083)
    • University of Trento
    • Battiti, R., Nhat, T. L., & Villani, A. (2002). Location-aware computing: a neural network model for determining location in wireless LANs (Technical Report DIT-02-083). Informatica e Telecomunicazioni, University of Trento.
    • (2002) Informatica e Telecomunicazioni
    • Battiti, R.1    Nhat, T.L.2    Villani, A.3
  • 5
    • 38949161864 scopus 로고    scopus 로고
    • Indoor localization with low complexity in wireless sensor networks
    • DOI 10.1109/INDIN.2006.275737, 4053529, 2006 IEEE International Conference on Industrial Informatics, INDIN'06
    • Blumenthal, J., Grossmann, R., Golatowski, F., & Timmermann, D. (2007). Weighted centroid localization in ZigBee-based sensor networks. In IEEE international symposium on intelligent signal processing (WISP). (Pubitemid 351210398)
    • (2007) 2006 IEEE International Conference on Industrial Informatics, INDIN'06 , pp. 1018-1023
    • Reichenbach, F.1    Timmermann, D.2
  • 6
    • 39049111916 scopus 로고    scopus 로고
    • Efficiency centric communication model for wireless sensor networks
    • DOI 10.1109/INFOCOM.2006.193, Proceedings - INFOCOM 2006: 25th IEEE International Conference on Computer Communications
    • Cao, Q., He, T., Fang, L., Abdelzaher, T., Stankovic, J., & Son, S. (2006). Efficiency centric communication model for wireless sensor networks. In Proceedings of 25th IEEE international conference on computer communications (INFOCOM) (pp. 1-12). (Pubitemid 351240379)
    • (2006) Proceedings - IEEE INFOCOM , pp. 4146846
    • Cao, Q.1    He, T.2    Fang, L.3    Abdelzaher, T.4    Stankovic, J.5    Son, S.6
  • 7
    • 0024861871 scopus 로고
    • Approximation by superposition of a sigmoid function
    • 10.1007/BF02551274
    • C. Cybenko 1989 Approximation by superposition of a sigmoid function Mathematics of Control, Signals and Systems 2 303 314 10.1007/BF02551274
    • (1989) Mathematics of Control, Signals and Systems , vol.2 , pp. 303-314
    • Cybenko, C.1
  • 10
    • 26444560138 scopus 로고    scopus 로고
    • Propagation characteristics of IEEE 802.15.4 radio signal and their application for location estimation
    • 2005 IEEE 61st Vehicular Technology Conference - VTC 2005-Spring Stockholm: Paving the Path for a Wireless Future
    • Hara, S., Zhao, D., Yanagihara, K., Taketsugu, J., Fukui, K., Fukunaga, S., & Kitayama, K. I. (2005). Propagation characteristics of IEEE 802.15.4 radio signal and their application for location estimation. In 61st IEEE conference on vehicular technology (Vol. 1, pp. 97-101). (Pubitemid 41424109)
    • (2005) IEEE Vehicular Technology Conference , vol.61 , Issue.1 , pp. 97-101
    • Hara, S.1    Zhao, D.2    Yanagihara, K.3    Taketsugu, J.4    Fukui, K.5    Fukunaga, S.6    Kitayama, K.-I.7
  • 11
    • 0025751820 scopus 로고
    • Approximation capabilities of multilayer feedforward networks
    • 10.1016/0893-6080(91)90009-T
    • K. Hornik 1991 Approximation capabilities of multilayer feedforward networks Neural Networks 4 2 251 257 10.1016/0893-6080(91)90009-T
    • (1991) Neural Networks , vol.4 , Issue.2 , pp. 251-257
    • Hornik, K.1
  • 12
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • DOI 10.1016/0893-6080(89)90020-8
    • K. Hornik M. Stinchcombe H. White 1989 Multilayer feedforward networks are universal approximations IEEE Transaction on Neural Networks 2 359 366 10.1016/0893-6080(89)90020-8 (Pubitemid 20609008)
    • (1989) Neural Networks , vol.2 , Issue.5 , pp. 359-366
    • Hornik Kurt1    Stinchcombe Maxwell2    White Halbert3
  • 13
    • 2942689575 scopus 로고    scopus 로고
    • An intelligent handoff algorithm for wireless communications systems using grey prediction and fuzzy decision system
    • Lee, C. H., & Yu, C. J. (2004). An intelligent handoff algorithm for wireless communications systems using grey prediction and fuzzy decision system. In Proceeding of IEEE networking, sensing and control conference (Vol. 1, pp. 541-546).
    • (2004) Proceeding of IEEE Networking, Sensing and Control Conference , vol.1 , pp. 541-546
    • Lee, C.H.1    Yu, C.J.2
  • 14
    • 33749682091 scopus 로고    scopus 로고
    • Mobile user localization in wireless sensor network using grey prediction method
    • DOI 10.1109/IECON.2005.1569330, 1569330, IECON 2005: 31st Annual Conference of IEEE Industrial Electronics Society
    • Luo, R. C., Chen, O., & Pan, S. H. (2005). Mobile user localization in wireless sensor network using grey prediction method. In 31st annual conference of IEEE industrial electronics society (IECON). (Pubitemid 44549704)
    • (2005) IECON Proceedings (Industrial Electronics Conference) , vol.2005 , pp. 2680-2685
    • Luo, R.C.1    Chen, O.2    Pan, S.H.3
  • 17
    • 33646918131 scopus 로고    scopus 로고
    • Telos: Enabling ultra-low power wireless research
    • DOI 10.1109/IPSN.2005.1440950, 1440950, 2005 Fourth International Symposium on Information Processing in Sensor Networks, IPSN 2005
    • Polastre, J., Szewczyk, R., & Culler, D. (2005). Telos: Enabling ultra-low power wireless research. In 4th international conference on information processing in sensor networks: special track on platform tools and design methods for network embedded sensors (IPSN/SPOTS). (Pubitemid 43841255)
    • (2005) 2005 4th International Symposium on Information Processing in Sensor Networks, IPSN 2005 , vol.2005 , pp. 364-369
    • Polastre, J.1    Szewczyk, R.2    Culler, D.3
  • 19
    • 33644764126 scopus 로고    scopus 로고
    • Ad hoc localization technique for wireless sensor networks
    • DOI 10.1117/12.630144, Performance, Quality of Service, and Control of Next-Generation Communication and Sensor Networks III
    • Shah, N., & Zeid, I. (2005). Ad hoc localization technique for wireless sensor networks. In Proceedings of the international society for optical engineering (SPIE) (Vol. 6011, pp. 69-80). (Pubitemid 43346251)
    • (2005) Proceedings of SPIE - The International Society for Optical Engineering , vol.6011
    • Shah, N.1    Zeid, I.2
  • 20
    • 34648822577 scopus 로고    scopus 로고
    • A novel positioning algorithm in wireless sensor networks based on indoor connective information
    • DOI 10.1109/SAS.2007.374364, Proceedings of the 2007 IEEE Sensors Applications Symposium, SAS
    • Shi, W., Huang, C., Shao, M., Song, D., Cheng, Y., & Long, Y. (2007). A novel positioning algorithm in wireless sensor networks based on indoor connective information. In IEEE sensor applications symposium (SAS). (Pubitemid 47459625)
    • (2007) Proceedings of the 2007 IEEE Sensors Applications Symposium, SAS , pp. 4248486
    • Shi, W.1    Huang, C.2    Shao, M.3    Song, D.4    Cheng, Y.5    Long, Y.6
  • 22
    • 34748866117 scopus 로고    scopus 로고
    • Location determination in indoor environment based on RSS fingerprinting and artificial neural network
    • DOI 10.1109/CONTEL.2007.381886, 4267512, Proceedings of the 9th International Conference on Telecommunications, ConTEL 2007
    • Stella, M., Russo, M., & Begusic, D. (2007). Location determination in indoor environment based on RSS fingerprinting and artificial neural network. In 9th international conference on telecommunications (ConTel) (pp. 301-306). (Pubitemid 47487326)
    • (2007) Proceedings of the 9th International Conference on Telecommunications, ConTEL 2007 , pp. 301-305
    • Stella, M.1    Russo, M.2    Begusic, D.3
  • 24
    • 34249862901 scopus 로고    scopus 로고
    • Channel characterization and link quality assessment of IEEE 802.15.4-compliant radio for factory environments
    • DOI 10.1109/TII.2007.898414
    • L. Tang K.-C. Wang Y. Huang F. Gu 2007 Channel characterization and link quality assessment of IEEE 802.15.4-Compliant radio for factory environments IEEE Transactions on Industrial Informatics 3 2 99 110 10.1109/TII.2007.898414 (Pubitemid 46861082)
    • (2007) IEEE Transactions on Industrial Informatics , vol.3 , Issue.2 , pp. 99-110
    • Tang, L.1    Wang, K.-C.2    Huang, Y.3    Gu, F.4
  • 27
    • 0242586049 scopus 로고    scopus 로고
    • Artificial neural networks for RF and Microwave design from theory to practice
    • 10.1109/TMTT.2003.809179
    • Q. J. Zhang K. C. Gupta V. K. Devabhaktuni 2003 Artificial neural networks for RF and Microwave design from theory to practice IEEE Transactions on Microwave Theory and Techniques 51 4 1339 1350 10.1109/TMTT.2003.809179
    • (2003) IEEE Transactions on Microwave Theory and Techniques , vol.51 , Issue.4 , pp. 1339-1350
    • Zhang, Q.J.1    Gupta, K.C.2    Devabhaktuni, V.K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.