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Journal Radioengineering №1 for 2017 г.
Article in number:
Envelope statistical characteristics for mixture of non-Gaussian periodically non-stationary signal and additive noise
Keywords:
probability density function
additive noise
multiplicative noise
non-Gaussian distribution
Authors:
V.M. Artyushenko - Dr. Sc. (Eng.), Professor, Head of Department of Information Technology and Management Systems, Technological University (Korolyov, Moscow region)
E-mail: artuschenko@mail.ru
V.I. Volovach - Dr. Sc. (Eng.), Associate Professor, Head of Department of Information and Electronic Service, Volga Region State University of Service (Togliatti)
E-mail: volovach.vi@mail.ru
Abstract:
The statistical characteristics of the envelope of the mixture of non-Gaussian periodically non-stationary radio signal and non-Gaussian additive noise typical for short-range radiolocation when a sensed reflection signals from extended objects are considered and analyzed.
The expression to determine the joint probability density function (PDF) of quadrature components of a signal reflected from an area of an extended object in the form of a two-dimensional normal distribution is obtained. It is shown that these components are correlated and are determined by non-Gaussian PDFs with different variances of quadrature components and thus the sum signal does not satisfy the necessary stationarity conditions. The condition of the initial moment values of the signal is given under which the square of the processed signal is not time-dependent.
Expressions to determine the PDF of the envelope of the signal (including fluctuating signal) and expressions for the ν-th initial moments are obtained.
The analysis showed that the statistical characteristics of the periodically non-stationary signal in the presence non-Gaussian noise are completely determined by the parameters characterizing the statistical properties of the signal and the influencing noise. It is shown that by setting different values of these parameters it is possible to obtain statistical characteristics of the envelope of the additive mixture of a large class of combinations of probabilistic models of the useful signal and noise, widely used in the synthesis and analysis of short-range electronic systems and devices.
Pages: 111-116
References
- Levin B.R. Teoreticheskie osnovy statisticheskojj radiotekhniki. M.: Radio i svjaz. 1989. 656 s.
- Tikhonov V.I. Nelinejjnoe preobrazovanie sluchajjnykh processov. M.: Radio i svjaz. 1986. 296 c.
- Trifonov A.P., SHinakov JU.S. Sovmestnoe razlichenie signalov i ocenka ikh parametrov na fone pomekh. M.: Radio i svjaz. 1986. 264 s.
- Trifonov A.P., Korchagin JU.EH. Kvazipodobnaja ocenka momentov pojavlenija i ischeznovenija signala neizvestnojj formy // Radiotekhnika. 2016. № 2. S. 50−58.
- Kremer I.JA., Vladimirov V.I., Karpukhin V.I. Modulirujushhie (multiplikativnye) pomekhi i priem radiosignalov / Pod red. I.JA. Kremera. M.: Sov. radio. 1972. 480 s.
- Vasilev K.K. Priem signalov pri multiplikativnykh pomekhakh. Saratov: Izd-vo Saratovskogo un-ta. 1983. 128 s.
- Melitickijj V.A., Akishin N.S., Mikhajjlov A.V. Verojatnostnaja model negaussovskogo signala i ee kharakteristiki // Radiotekhnika. 1983. № 9. S. 49−51.
- Artjushenko V.M., Volovach V.I. Kvazioptimalnaja diskretnaja demoduljacija signalov na fone korrelirovannykh negaussovskikh fljuktuacionnykh multiplikativnykh pomekh // Radiotekhnika. 2016. № 6. S. 106−112.
- Artjushenko V.M., Volovach V.I. Kvazioptimalnaja obrabotka signalov na fone uzkopolosnykh korrelirovannykh negaussovskikh pomekh // Radiotekhnika. 2016. № 7. S. 125−132.
- Trifonov A.P., Litvinov E.V., Korchagin JU.EH. Obnaruzhenie uzkopolosnogo radiosignala s neizvestnymi prostranstvenno-vremennymi parametrami // Radiotekhnika. 2016. № 6. S. 89−98.
- Artjushenko V.M., Volovach V.I. Izmerenie informacionnykh parametrov signala v uslovijakh vozdejjstvija additivnykh negaussovskikh korrelirovannykh pomekh // Avtometrija. 2016. T. 52. № 6. S. 22−28.
- Artjushenko V.M., Volovach V.I. Ispolzovanie ehllipticheski simmetrichnojj modeli plotnosti raspredelenija verojatnosti dlja opisanija negaussovskikh pomekh // Radiotekhnika. 2016. № 6. S. 113−117.
- Artjushenko V.M., Volovach V.I. Modelirovanie plotnosti verojatnosti signala i additivnogo shuma pri vozdejjstvii multiplikativnykh pomekh // Radiotekhnika. 2016. № 12. S. 28−36.
- Artyushenko V.M., Volovach V.I., Shakurskiy M.V. Analysis of influence of uncorrelated additive non-Gaussian noise on accuracy of motion parameters measurement in short-range radio systems // Proceedings of IEEE International Siberian conference on control and communications (SIBCON). Omsk. 21−23 May 2015. Omsk: OSTU. 2015. P. 7147279. DOI: 10.1109/SIBCON.2015.7147279.
- Kogan I.M. Blizhnjaja radiolokacija. M.: Sov. radio. 1973. 272 s.
- Artjushenko V.M., Volovach V.I., Ivanov V.V. Statisticheskie kharakteristiki dlitelnostejj vybrosov ogibajushhikh signalov, otrazhennykh ot protjazhennykh obektov // Radiotekhnika. 2015. № 2. S. 54−61.
- Ostrovitjanov R.V., Basalov F.A. Statisticheskaja teorija radiolokacii protjazhennykh celejj. M.: Radio i svjaz. 1982. 282 s.
- Feldman JU.I., Mandurovskijj I.A. Teorija fljuktuacii lokacionnykh signalov, otrazhennykh raspredelennymi celjami. M.: Radio i svjaz. 1988. 272 s.
- Artjushenko V.M., Volovach V.I. Issledovanie spektra doplerovskogo signala, otrazhennogo ot dvizhushhegosja protjazhennogo obekta // Uspekhi sovremennojj radioehlektroniki. 2015. № 11. S. 58−66.
- Artjushenko V.M., Volovach V.I., Ivanov V.V. Statisticheskie kharakteristiki signalov i pomekh v radiotekhnicheskikh ustrojjstvakh blizhnego dejjstvija // Izvestija VUZov. Ser. Priborostroenie. 2014. T. 57. № 7. S. 46−50.
- Artjushenko V.M., Volovach V.I. Analiz parametrov spektra signala, otrazhennogo ot protjazhennogo obekta // Izvestija VUZov. Ser. Priborostroenie. 2012. T. 55. № 9. S. 62−67.
- Akishin N.S., Melitickaja V.V., Mikhajjlov A.V., Rumjancev V.L. Statisticheskie kharakteristiki otnoshenija smesejj gaussova processa i processa s negaussovym raspredeleniem // Izvestija VUZov. Ser. Radioehlektronika. 1979. T. 22. № 7. S. 52−53.