QAM signal normalization by results of it demodulation with Kalman's error minimization
DOI:
https://doi.org/10.20535/RADAP.2015.61.30-39Keywords:
automatic gain control, AGC, quadrature amplitude modulation, QAM, demodulation, synchronization of the carrier signal, sync quadrature basis, minimizing errors by KalmanAbstract
Introduction. The processes of signal processing in the quadrature demodulator, and the problem of input signal AGC and carrier sync PLL are considered for a relatively high speed modulation conditions. Main part. The basic concepts of the simultaneously implementation of input signal AGC and carrier sync PLL in the QAM demodulator are formulated. Mathematical model of the process of normalization and synchronization pre-demodulated signal elements are designed. Optimal solution of the surveillance equation with minimizing errors by Kalman is found. Results of the implementation process of normalization and synchronization pre-demodulated signal elements in QAM demodulator signals on the example of recommendation ITU-T V.29 is presented. Problem of further research to determine the minimum sufficient number of pre-demodulated signal elements for the implementation of the developed technique is announced. Conclusions. It is shown that the described mathematic model of process of input signal AGC and reference basis PLL and its solution are providing reliable demodulation of QAM signals with high modulation speed and minimizing errors by Kalman.References
Перелік посилань
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References
Pat. US8149964 B2, H03D 3/00. Symbol scaling with automatic gain control for wireless communication / Jonathan Sidi, Ketan N. Patel; Qualcomm, Incorporated, San Dlego, CA (US). — Apr. 3, 2012. — US Patent, http://patentimages.storage.googleapis.com/ pdfs/US8149964.pdf
Lovrich A., Chirayil R. "An All-Digital Automatic Gain Control." Tech. Rep. SPRA081, Digital Signal Processor Products, Semiconductor Group, Texas Instruments. 1997. — TI Inc., http://www.ti.com/lit/an/spra081/spra081.pdf
Pat. US4574246 A, H03D 3/00. Demodulator with AGC circuit for multi-level quadrature amplitude-modulated carrier wave / Yasuharu Yoshida; Nec Corporation. (Tokyo, Japan). — Mar. 4, 1986. — US Patent, http://patentimages.storage.googleapis.com/pdfs/ US4574246.pdf
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Pat. US6717462 B2, H03D 3/00. QPSK and 16 QAM self-generating synchronous direct downconversion demodulator / Kurt Loheit, James Cooper, Leah Burk, Suzanne Kubasek; The Boeing Company, Chicago, IL (US). — Apr. 6, 2004. — US Patent, http://patentimages.storage.googleapis.com/pdfs/US6717462.pdf
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Recommendation V.29: 9600 bits per second modem standardized for use on point-to-point 4-wire leased telephone-type circuits: http://www.itu.int/rec/T-REC-V.29/
Kalman R. E. A New Approach to Linear Filtering and Prediction Problems / Transactions of the ASME–Journal of Basic Engineering, 82 (Series D): 35-45. Copyright © 1960 by ASME.
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