Extended Kalman Filtering and Pathloss modeling for Shadow Power Parameter Estimation in Mobile Wireless Communications
By:
References
- Tao Jiang, Nicholas D. Sidiropoulos and Georgios B. Giannakis “Kalman Filtering for Power Estimation in Mobile Communication”, January 2003.
- M. Ali and M. Zohdy, “Interactive Kalman Filtering for Differential and Gaussian Frequency Shift Keying Modulation with Application in Bluetooth,” Journal of Signal and Information Processing, Vol. 3 No. 1, 2012.
- T. K. Dakhlallah, M. Zohdy, “Type-2 Fuzzy Kalman Hybrid Application for Dynamic Security Monitoring Systems based on Multiple Sensor Fusion” International Journal on Smart and Intelligent Systems, Dec 1, 2011.
- A. Ribeiro, G. B. Giannakis, and S. I. Roumeliotis, “SOI-KF: Distributed Kalman filtering with low-cost communications using the sign of innovations,” IEEE Trans. Signal Processing, vol. 54, no. 12, pp. 4782–4795, Dec.2006.
- C. Tepedelenliog” lu, N. D. Sidiropoulos, and G. B. Giannakis, “Median filtering for power estimation in mobile communication systems,” in Proc. 3rd IEEE Signal Processing Workshop on Signal Processing Advances in Wireless Communications, Taiwan, Mar. 20–23, 2001.
- H. Zhu, I. D. Schizas, and G. B. Giannakis, “Power efficient dimensionality reduction for distributed channel-aware Kalman tracking using WSNs,”IEEE Trans. Signal Processing, vol. 57, no. 8, pp. 3193–3207, Aug. 2009.
- C. Tepedelenliog”lu, A. Abdi, G. B. Giannakis, and M. Kaveh, “Estimation of doppler spread and signal strength in mobile communications with applications to handoff and adaptive transmission,” in Wireless Communications and Mobile Computing. New York: Wiley, Apr./June 2001.
- M. Ali and M. Zohdy, “Unscented Kalman Filtering for Continuous Phase Frequency Shift Keying Equalization,” Proceedings of the International Conference on Information and Industrial Electronics, Chengdu, 14-15 January 2011.
- Y. Liang, R. Ying, P. Liu, “Model Based Application Level Middleware for Design of Wireless Smart City” Proceedings of the International Journal On Smart Sensing and Intelligent Systems , vol. 6. No 3, 2013.
- S. Edward Jero, A. Balaji Ganesh, and T. K. Radhakrishnan, “Implementation of A Simple Wireless Sensor Node for the Detection of Gaseous Substances Leakage”, International Journal on Smart Sensing and Intelligent Systems, vol. 4, no. 3, pp. 482-495, 2011.
- T.Jayakumar, C. Babu Rao, John Philip, C. K .Mukhopadhyay, J. Jayapandian, and C. Pandian, “Sensors for Monitoring Components, Systems and Processes”, International Journal on Smart Sensing and Intelligent Systems, vol. 3, no. 1, pp. 61-74, 2010.
- Harb A.M., Zohdy M.A. Synchronization of two chaotic systems as applied in communication systems, submitted to Int. Journal of Nonlinear Dynamics, Aug.,2001
- G. Welch, G. Bishop, “An Introduction to the Kalman Filter,”UNC-CH Computer science Technical Report (2005).
- Nsour, Ahmad R | Zohdy, Mohamed A “One and two dimensional self organized learning applied to global positioning system (GPS) data. WSEAS Transactions on Information Science and Applications. Vol. 3, no. Dec. 2006.
- R. E. Kalman, “A New Approach to Linear Filtering and Prediction Problems,” Research Institute for Advanced Study, Baltimore, 1960.
- W. Tam and F. C. M. Lau, “Analysis of power control and its imperfections in CDMA cellular systems,” IEEE Trans. Veh. Technol., vol.48, Sept. 1999.
- M. Akar and U. Mitra, “Variations on optimal and suboptimal handoff control for wireless communication systems,” IEEE J. Select. Areas Communication., vol. 19, June 2001.
- J. Proakis and M. Salehi, “Digital Communications,” 5th Edition, McGraw-Hill Higher Education, New York, 2008.
- G. P. Pollini, “Trends in handover design,” IEEE Communication. Mag., vol.34, pp. 82–90, Mar. 1996.
- G. L. Stüber, Principles of Mobile Communication. Norwell, MA: Kluwer, 1996.
- D. Labarre, E. Grivel, Y. Berthoumieu, E. Todini and M. Najim, “Consistent Estimation of Autoregressive Parameters from Noisy Observation Based on Two Interacting Kalman Filters,” Signal Processing, Vol. 86, No. 10, 2006.
- R. Vijayan and J. M. Holtzman, “A model for analyzing handoff algorithms,” IEEE Trans. Veh. Technol., vol. 42, Aug. 1993.
- A. J. Goldsmith and S. G. Chua, “Variable-rate variable-power MQAM for fading channels,” IEEE Tran. Communication., vol. 45, Oct. 1997.
- S. Wei and D. L. Goeckel, “Adaptive signaling based on measurements with statistical uncertainty,” in Proc. Conf. Rec. 33rd Asilomar Conf. Signals, Systems, and Computers, vol. 1, 1999.
- A. Duel-Hallen, S. Hu, and H. Hallen, “Long-range prediction of fading signals,” IEEE Signal Processing Mag., vol. 17, pp. 62–75, May 2000.
- L. Hanzo and J. Stefanov, “The pan-Europen digital cellular mobile radio system—Known as GSM,” in Mobile Radio Communications, R. Steel, Ed. New York: IEEE Press, 1994.
- Motorola, Inc., Final Text for PACS Licensed Air Interface (TAG 3) J-STD014, June 1995.
- C. Tepedelenliog” lu, N. D. Sidiropoulos, and G. B. Giannakis, “Median filtering for power estimation in mobile communication systems,” in Proc. 3rd IEEE Signal Processing Workshop on Signal Processing Advances in Wireless Communications, Taiwan, Mar. 20–23, 2001, pp. 229–231.
- D. Wong and D. C. Cox, “Estimating local mean signal power level in a Rayleigh fading environment,” IEEE Trans. Veh. Technol., vol. 48, pp. 956–959, May 1999.
- A. J. Goldsmith, L. J. Greenstein, and G. J. Foschini, “Error statistics of real-time power measurements in cellular channels with multipath and shadowing,” IEEE Trans. Veh. Technol., vol. 43, pp. 439–446, Aug. 1994.
- W. C. Jakes, Microwave Mobile Communications. New York: IEEE Press, 1974.
- A. Chockalingam, P. Dietrich, L. B. Milstein, and R. R. Rao, “Performance of closed-loop power control in DS-CDMA cellular systems,” IEEE Trans. Veh. Technol., vol. 47, pp. 774–789, Aug. 1998.
- D. Giancristofaro, “Correlation model for shadow fading in mobile radio channels,” Electron. Lett., vol. 32, no. 11, pp. 958–959, May 1996.
- OpenSignal App “http://www.opensignal.com” android app.
- J. Paduart, J. Schoukens, R. “Nonlinear State Space Modeling of Multivariable Systems”, 2005.
- S. Julier and J. Uhlmann, “Unscented filtering and nonlinear estimation,”Proc. IEEE, vol. 92, no. 3, pp. 401–422, Mar. 2004.
DOI: https://doi.org/10.21307/ijssis-2017-687 | Journal eISSN: 1178-5608
Language: English
Page range: 898 - 924
Submitted on: Jan 31, 2014
Accepted on: Jun 1, 2014
Published on: Dec 27, 2017
Published by: Professor Subhas Chandra Mukhopadhyay
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
Keywords:
Related subjects:
© 2017 George P. Pappas, Mohamed A. Zohdy, published by Professor Subhas Chandra Mukhopadhyay
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.