Advanced SearchSearch Tips
Location-based Frequency Interference Management Scheme Using Fingerprinting Localization Algorithms
facebook(new window)  Pirnt(new window) E-mail(new window) Excel Download
 Title & Authors
Location-based Frequency Interference Management Scheme Using Fingerprinting Localization Algorithms
Hong, Aeran; Kim, Kwangyul; Yang, Mochan; Oh, Sunae; Jung, Hongkyu; Shin, Yoan;
  PDF(new window)
In an intelligent automated manufacturing environment, an administrator may use M2M (Machine-to-Machine) communication to recognize machine movement and the environment, as well as to respond to any potential dangers. However, commonly used wireless protocols for this purpose such WLAN (Wireless Local Area Network), ZigBee, and Bluetooth use the same ISM (Industrial Science Medical) band, and this may cause frequency interference among different devices. Moreover, an administrator is frequently exposed to dangerous conditions as a result of being surrounded by densely distributed moving machines. To address this issue, we propose in this paper to employ a location-based frequency interference management using fingerprinting scheme in industrial environments and its advanced localization schemes based on k-NN (Nearest Neighbor) algorithms. Simulation results indicate that the proposed schemes reduce distance error, frequency interference, and any potential danger may be responded immediately by continuous tracing of the locations.
Fingerprinting;M2M;Wireless Localization;ISM;Frequency Interference;RSS;k-NN;
 Cited by
K. Y. Kim, I. H. Park, E. R. Lim, A. R. Hong, J. Y. Kim, and Y. Shin, "The trends of location based service," KICS Inform. & Commun. Mag., vol. 28, no. 7, pp. 3-14, June 2011. (김광열, 박인환, 임이랑, 홍애란, 김진영, 신요안, "위치 기반 서비스의 최근 동향," 한국통신학회지, 제28권, 제7호, pp. 3-14, 2011년 6월.)

Y. S. Cho, S. Y. Cho, B. D. Kim, S. H. Lee, J. C. Kim, and W. S. Choi, "Technical trend of indoor/outdoor seamless positioning," Electr. & Telecommun. Trends, vol. 22, no. 3, pp. 20-28, June 2007.

K. J. Lee, "Analysis of M2M-based application and technical trends," Telecommun. Review, vol. 21, no. 6, pp. 951-958, Dec. 2011.

Y. H. Kim, H. J. Ahn, and D. S. Choi, "IT-machine convergence technology," KICS Inform. & Commun. Mag., vol. 28, no. 5, pp. 28-36, Apr. 2011. (김영한, 안형준, 최동수, "IT기계융합기술," 한국통 신학회지, 제28권, 제5호, pp. 28-36, 2011년 4월.)

W. S. Choi and J. G. Kim, "A study for co-channel interference cancelation algorithm with channel estimation for WBAN system application," Jour. of KICS, vol. 37, no. 6, pp. 476-482, June 2012. crossref(new window)

C. Politis, "Managing the radio spectrum: The role of cognitive radio in future spectrum use," IEEE Vehicular Technol. Mag., vol. 4, no. 1, pp. 20-26, Mar. 2009. crossref(new window)

S. Agarwal, R. H. Katz, S. V. Krishnamurthy, and S. K. Dao, "Distributed power control in ad-hoc wireless networks," Proc. PIMRC 2001, vol. 2, pp. 59-66, San Diego, USA, Sept. 2001.

J. W. Kim, H. W. Kim, M. K. Hong, and Y. Shin, "A cognitive beamforming scheme for coexistence of cognitive radio and incumbent radio systems," Jour. of IEEK, vol. 45, no. 3, pp. 27-33, Mar. 2008.

J. J. Lee, J. A. Park, and S. H. Bae, "KNN/PCM hybrid algorithm for indoor location determination in WLAN," Jour. of KIIT, vol. 9, no. 6, pp. 81-88, June 2011.

Q. Zhao, S. Zhang, X. Liu, and X. Lin, "An effective preprocessing scheme for WLANbased fingerprint positioning systems," Proc. ICCT 2010, pp. 592-595, Nanjing, China, Nov. 2010.

A. Rozyyev, H. Hasbullah, and F. Subhan, "Combined k-nearest neighbor and fuzzy logic indoor localization technique for wireless sensor network," Research Jour. Inform. Technol., vol. 4, no. 4, pp. 155-165, June 2012. crossref(new window)

P. Bahl and V. N. Padmanabhan, "RADAR: An in-building RF-based user location and tracking systems," Proc. INFOCOM 2000, pp. 775-784, Tel Aviv, Israel, Mar. 2000.

A. Zarrebini-Esfahani and M. R. Nakhai, "Secondary spectrum access and cell-edge coverage in cognitive cellular networks," IET Commun., vol. 6, no. 8, pp. 845-851, May 2012. crossref(new window)

J. J. Lee, J. W. Kwon, M. A. Jung, and S. R. Lee, "Fingerprinting Bayesian algorithm for indoor location determination," Jour. of KICS, vol. 35, no. 6, pp. 888-894, June 2010.

M. Enkhtur and S. Y. Cho, "Based on positioning fingerprint DB construction and efficient DB update signal based on propagation feature map," Telecommun. Review, vol. 20, no. 6, pp. 1017-1030, Dec. 2010.