ISSN Imprimir: 0040-2508
ISSN On-line: 1943-6009
Volume 78, 2019
Volume 77, 2018
Volume 76, 2017
Volume 75, 2016
Volume 74, 2015
Volume 73, 2014
Volume 72, 2013
Volume 71, 2012
Volume 70, 2011
Volume 69, 2010
Volume 68, 2009
Volume 67, 2008
Volume 66, 2007
Volume 65, 2006
Volume 64, 2005
Volume 63, 2005
Volume 62, 2004
Volume 61, 2004
Volume 60, 2003
Volume 59, 2003
Volume 58, 2002
Volume 57, 2002
Volume 56, 2001
Volume 55, 2001
Volume 54, 2000
Volume 53, 1999
Volume 52, 1998
Volume 51, 1997
Telecommunications and Radio Engineering
PECULIARITIES OF SMALL UNMANNED AERIAL VEHICLES DETECTION AND RECOGNITION
V. M. Kartashov
Kharkov National University of Radio Engineering and Electronics, 14, Nauka Ave, Kharkiv, 61166, Ukraine
V. N. Oleynikov
Kharkiv National University of Radio Engineering and Electronics, 14 Nauka Ave,
Kharkiv, 61166, Ukraine
S. A. Sheyko
Kharkiv National University of Radio Electronics, 14 Nauka Ave., Kharkiv 61166, Ukraine
S. I. Babkin
Kharkov National University of Radio Engineering and Electronics,
14, Nauky Ave, Kharkiv, 61166, Ukraine
I. V. Korytsev
Kharkiv National University of Radio Electronics, 14 Nauka Ave, Kharkiv 61166, Ukraine
O. V. Zubkov
Kharkiv National University of Radio Electronics, 14 Nauka Ave, Kharkiv 61166, Ukraine
Review and analysis of methods for detection and recognition of unmanned aerial vehicles (UAVs) are carried out. The channels for the detection of UAVs - acoustic, optical, radar, infrared, radio channel are discussed. The advantages and disadvantages of the channels used are compared and appreciated. In the case of small UAVs, there are a number of significant difficulties and limitations. One of the directions in the UAVs detection is acoustic observation. The noise generated by the UAV propulsion system and the air propeller is a significant damasking feature. Creating and improving methods for detecting, guiding and recognizing small UAVs by the reception and processing their sound signals is an urgent task. When using such a method of detecting UAVs, frequency spectra, spectrograms, normalized autocorrelation functions, and phase portraits of acoustic signals are used. Estimates of spectral coefficients, determined by a discrete realization containing a predetermined number of samples, as well as parameters of autoregression models can serve as information signs of the UAVs sound image.
Koshkin, R.P., (2016) ,
Unmanned Aircraft Systems, Moscow, Russia: Strategic Priorities, 676 p., (in Russian).
Tseplyaeva, T.P., Pozdysheva, E. M., and Poshtarenko, A.G., (2017) ,
Analysis of the use of unmanned complexes, N.E. Zhukovsky Nat. aerocosm. un-ty “KhAI”. - https: www.khai.edu /csp/portal// Archiv/OIKIT39/pp. 149-154, (in Russian).
Kartashov, V.M., Babkin, S.I., and Tolstykh, E.G., (2017) ,
Methodical errors in meteorological measurements during correlation processing of signals from radio acoustic sounding system, Telecommunications and Radio Engineering, 76(20), pp. 1861-1867.
Semenets, V.V., Kartashov, V.M., and Leonidov, V.I., (2018) ,
Registration of refraction phenomenon in the problem of acoustic sounding of atmosphere in airports zone, Telecommunications and Radio Engineering, 77(5), pp. 461-468.
Korolkov, V.A., (2017) ,
Automated acoustic and optoelectronic systems and systems for environmental and meteorological monitoring of the atmosphere, Thesis Dr. Tech. Sc., Tomsk, Russia, 471 p., (in Russian).
Teodorovich, N.N., Stroganova, S.M., and Abramov, P.S., (2017) ,
Ways to detect and combat small- sized unmanned aerial vehicles, Internet Journal “SCIENCE”, 9(1), http://naukovedenie.ru/PDF/13TVN117.pdf (free access), (in Russian).
Amelin, K.S. and Miller, A.B., (2013) ,
Algorithm for determining the location of a light UAV based on Kalman filtering measurements of the direction-finding type, St. Petersburg. State Un-ty, Analysis and synthesis of control systems. Information processes, 13(4), pp. 338-352.
Danik, Yu.V. and Bugayov, M.V., (2015) ,
Analysis of the effectiveness of detection of tactical unmanned aerial vehicles by passive and active means of observation, Coll. Sci. Works ZHVI DUT. Information Systems'15, 10, pp. 5-20, (in Ukrainian).
Gorbunov, V.A., (1979) ,
Effectiveness of Detection of Targets, Moscow, Russia: Voenizdat, 16 p., (in Russian).
Sadasivan, S., Gurubasavaraj, M., and Sekar, S.R., (2001) ,
Acoustics signature of an unmanned air vehicle – exploitation for aircraft localization and parameter estimation, Eronautical DEF SCI J., 51(3), pp. 279-283.
Massey, K. and Gaeta, R., (2010) ,
Noise Measurements of Tactical UAVs, 16th AIAA/CEAS Aeroacoustics Conference, Georgia Inst. of Technology, GTRI, ATAS, Atlanta, American Institute of Aeronautics and Astronautics, pp. 1-16.
Marino, L., (2010) ,
Experimental analysis of UAV-propellers noise, 16th AIAA/CEAS Aeroacoustics Conference, University “La Sapienza”, Rome, Italy, American Institute of Aeronautics and Astronautics, pp. 1-14.
Pham, T. and Srour, N., (2004) ,
TTCP AG-6: Acousting detection and tracking of UAVs, U.S. Army Research Laboratory. Proc. of SPIE, 54, pp. 24-29.
Zelnio, A.M., (2007) ,
Detection of Small Aircraft using an Acoustic Array, Electrical Engineering, Wright State University, 55 p.
Solov'ev, V.A., (2011) ,
Problems of Unmanned Aerial Vehicle Detection by Optoelectronic Devices, Electronic Mathematical and Biomedical Journal, 10(3), pp. 1-13, (in Russian).
Beel, J.J., (1992) ,
Anti-UAV Defense For Ground Forces and Hypervelocity Rocket Lethality Models, Monterey, California: Naval Postgr aduate School, pp. 36-46.
Moses, А., Rutherford, M.J., and Valavanis, K.P.,
Radar-based detection and identification for miniature air vehicles, IEEE International Conference on Control Applications.
Shi, W., Arabadjis, G., Bishop, B., and Hill, P., (2001) ,
Detecting, Tracking and Identifying Airborne Threats with Netted Sensor Fence, Sensor Fusion – Foundation and Applications, Rijeka, Croatia: InTech Europe, pp. 139-158.
Danik, Yu.G., Pukolev, IV, and Bugayov, M.V., (2014) ,
Detection of unmanned aircraft on the basis of analysis of acoustic and radar signals, Bulletin of ZHDTU, 4(71), pp.71-80, (in Ukrainian).
Shi, W., Fante, R., Joder, J., and Crowford, G.,
Multi-Modal Netted Sensor Fence for Homeland Security. Approved for Public Release, Distribution Unlimited Case, #05-0354, pp. 1-12.
Nanjaport Intrater, Alexander, W.N., Davenport, W.J., Grace, S.M., and Dropkin, A., (2016) ,
Experimental Study of Quadcopter Acoustic and Performance at Static Thrust Conditions, Aeroacoustics Conferences, Lyon, France, 22Nd AIAA/CEAS Aeroacoustics Conference, American Institute of Aeronautics and Astronautics, pp. 1-14.
Kartashov, V.M., Tikhonov, V.F., and Voronin, V.V., (2016) ,
Features of construction and application of complex system for the atmosphere remote sounding, Telecommunications and Radio Engineering, 76(8), pp. 743-749.
Saravanakumar, А. and Senthilkumar, K., (2014) ,
Exploitation of Acoustic signature of low flying Aircraft using Acoustic Vector Sensor, Defense Science Journal, 64(2), pp. 95-98.
Samokhin, V.F., Ostroukhov, S.P., and Moshkov, P.A., (2012) ,
Experimental study of sources of noise of an unmanned aerial vehicle with a spin ring propeller in a pushing arrangement, Electronic Magazine “Works of MAI”, 70, pp.1-24, (in Russian).
Moshkov, P.A., (2015) ,
Forecasting and Reducing Noise in the Area of Light Propeller Aircraft, Thesis. ... Cand. Techn. Sc., Moscow, Russia: MAI (RIU), 143 p., (in Russian).
Moshkov, P.A., Belyaev, I.V., and Ostrikov N.N., (2016) ,
Experimental study of acoustic characteristics of a pilotless aircraft in a drowned AK-2 chamber, XI International. Scientific Conf. on Amphibious and Unmanned Aviation “HydroaviaSalon-2016”, Gelendzhik, Russia, p. 45.
Gordianko, Yu.O., Bugayov, M.V., Solonets, O.I., and Solopii, O.A., (2016) ,
Features of acoustic signals of unmanned aerial vehicles, Science and Technology of the Air Forces of the Armed Forces of Ukraine, 1(22), pp. 32-35, (in Ukrainian).
Pashchenko, R.E., Korshunov, V.V., Tsyupak, D.O., and Bogdanova, O.A., (2013) ,
Recognition of a multi-rotor UAV with the use of phase portraits, Science and Technology of the Air Forces of the Armed Forces of Ukraine, 4(13), pp. 68-72, (in Russian).
Oleynikov, V.N., Sheiko, S.A., and Babkin, S.I., (2017),
Investigation of the characteristics of the acoustic radiation of small unmanned flying vehicles, Proc. of. VI Intern. Radioelectronic Forum “Applied Radio Electronics. State and Development prospects (IRF-2017)”, International Scientific Conf.
Kartashov, V.M., Korytsev, I.V., Zubkov, O.V., and Anokhin, M.A., (2017),
Detection of UAVs against the background of acoustic noise and interference, Proc. of. VI Intern. Radioelectronic Forum “Applied Radio Electronics. State and Development prospects (IRF-2017)”, International Scientific Conf.
Kartashov, V.M., Oleynikov, V.N., Sheyko, S.A., Babkin, S.I. et al., (2017) ,
Information characteristics of the sound signals of small unmanned aerial vehicles, Radiotekhnika, 191, pp. 181- 187, (In Russ.).
Kartashov, V.M., Oleynikov, V.N, Sheyko, S.A., Babkin, S.I. et al., (2018) ,
Information characteristics of sound radiation of small unmanned aerial vehicles, Telecommunications and Radio Engineering, 77(10), pp. 915-924.
Articles with similar content:
Digital System of Asynchronous Pulse Noise Cancellation
Telecommunications and Radio Engineering, Vol.59, 2003, issue 1&2
M.P. Chernoborodov, V.A. Chasovsky
INFORMATION CHARACTERISTICS OF SOUND RADIATION OF SMALL UNMANNED AERIAL VEHICLES
Telecommunications and Radio Engineering, Vol.77, 2018, issue 10
V. N. Oleynikov, I. V. Korytsev, V. M. Kartashov, S. I. Babkin, S. A. Sheiko, M. A. Anokhin, O. V. Zubkov
METHODOLOGY FOR TURBOMACHINERY NOISE ANALYSIS BASED ON A NUMERICAL MODEL OF PROPAGATION
TsAGI Science Journal, Vol.43, 2012, issue 4
Sergei Vladimirovich Rusakov, Mikhail Vladimirovich Usanin, Aleksandr Aleksandrovich Siner