350 rub
Journal Achievements of Modern Radioelectronics №6 for 2016 г.
Article in number:
Features of the information integration and complex processing in the airborne situational awareness systems
Keywords:
situational awareness
complex information processing
integration
information sensors
data grouping
superposition of images
digital map
objects identification
Authors:
V.I. Merkulov - Dr.Sc. (Eng.), Professor, Deputy General Designer - Head of Department, JSC «Concern «VEGA». E-mail: from_fn@mail.ru
V.А. Miheev - Ph.D. (Eng.), First Deputy General Designer, JSC «Concern «VEGA»
А.А. Lipatov - Ph.D. (Eng.), Head of Laboratory, JSC «Concern «VEGA»
V.S. Chernov - Ph.D. (Eng.), Associate Professor, Leading Research Scientist, JSC «Concern «VEGA»
Abstract:
The paper shows the role of complex information processing in the formation of situational awareness about the state of the surroundings on the basis of information received from the integrated multisensory airborne systems. The problems to be solved by means of the complex information processing at the level of situational awareness are formulated.
These problems include the formation of the aggregate data about the external objects; the targets grouping by the different attributes; the target-s types recognition; obtaining a generalized representation of the earth\'s surface using the various video images; the targets ordering by their importance; the threat perception; the generalized information about the carrier and its apparatus; the decision support intelligence system-s advices using; the resulting information representation in the form user-friendly form.
The features of the complex information processing that occurs during the generalized surroundings state image formation are marked. This image is needed for tactical environment evaluation. The principles of information fusion in the computer vision airborne systems are described.
The means of data integration as the targets grouping and radar image and digital map superposition are presented.
The object-s recognition features by their radar, video and infrared imagery are marked.
Pages: 3-21
References
- Belik B.V., Belov S.G., Verba V.S. i dr. Aviacionnye sistemy radioupravlenija / Pod red.V.S. Verby, V.I. Merkulova. Monografija. M.: «Radiotekhnika». 2014.
- JArlykov M.S., Bogachev A.S., Merkulov V.I., Drogalin V.V. Radioehlektronnye kompleksy navigacii, pricelivanija i upravlenija vooruzheniem. T. 1. Teoreticheskie osnovy / Pod red. M.S. JArlykova. M.: «Radiotekhnika». 2012.
- Ancev G.V., Sarychev V.A. Informacionnye processy v radiolokacionnykh kanalakh // Informacionno-izmeritelnye i upravljajushhie sistemy. 2016. T. 14. № 1. S. 87-101.
- Kondratev L. Realizacija koncepcii «setecentricheskojj vojjny» v VVS SSHA // Zarubezhnoe voennoe obozrenie. 2009. № 5. S. 44-49.
- Intellektualnye sistemy takticheskogo urovnja na bortu letatelnykh apparatov: fragmenty ikh baz znanijj. Analiticheskijj obzor po materialam zarubezhnykh informacionnykh istochnikov / Pod obshh. red. akad. RAN E.A. Fedosova. Sostavitel B.E. Fedunov. M.: FGUP «GosNIIAS». 2013.
- Verba V.S., Lipatov A.A., Fedisov A.N. Vyjavlenie grupp vozdushnykh obektov s uchetom neopredelennosti ikh koordinat sostojanija // Uspekhi sovremennojj radioehlektroniki. 2014. № 1. S. 24-29.
- Verba V.S., Merkulov V.I., Drogalin V.V. i dr. Ocenivanie dalnosti i skorosti v radiolokacionnykh sistemakh. CH. 3 / Pod red. V.S. Verby i V.I. Merkulova. M.: «Radiotekhnika». 2010.
- Farina A., Studer F. Cifrovaja obrabotka radiolokacionnojj informacii. M.: Radio i svjaz. 1993.
- Sebastian Kryś, Stanisław Jankowski Extended Hierarchical Temporal Memory for Visual Object Tracking // Proc. SPIE. [EHlektronnyjj resurs] 2011. Pp. 80081C/1-80081C/9. spie.org/Publications/Proceedings/Paper/10.1117/12.907004
- Si Wu, Hau San Wong Joint segmentation of collectively moving objects using a bag-of-words model and level set evolution // Pattern Recogn. [EHlektronnyjj resurs]. 2012. V. 45. № 9. GB 0031-3203. P. 3389-3401. www.sciencedirect.com/science/journal/00313203/45/9.
- Tian Lan, Yang Wang, Weilong Yang et al. Discriminative Latent Models for Recognizing Contextual Group Activities // IEEE Trans. Pattern Anal. and Mach. Intell. [EHlektronnyjj resurs] 2012. V. 34. № 8. P. 1549-1562. http://ieeexplore.ieee.org/xpl/ login.jsp%3Far=&arnumber=6095563&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6095563
- Goroshhenko L.B. Metody koordinirovannogo navedenija i ataki neskolkimi istrebiteljami gruppy samoletov protivnika // Polet. 2000. № 6. S. 32-36.
- Kirsanov A.P., Sorvenkov O.S., Suzanskijj D.N. Metody obrabotki radiolokacionnojj informacii pri soprovozhdenii kompaktnykh grupp vozdushnykh obektov // Radiotekhnika. 1996. № 10. S. 102-108.
- Bortovye sistemy upravlenija boevymi rezhimami sovremennykh i perspektivnykh samoletov. Analiticheskijj obzor po materialam zarubezhnykh informacionnykh istochnikov / Pod obshh. red. akad. RAN E.A. Fedosova. Sostavitel V.F. Gribkov. M.: FGUP «GosNIIAS». 2009.
- Bortovoe radioehlektronnoe oborudovanie: navigacionnye sistemy i kompleksy. Analiticheskijj obzor po materialam zarubezhnykh informacionnykh istochnikov / Pod obshh. red. akad. RAN E.A. Fedosova. Sostavitel N.V. Pavlov. M.: FGUP «GosNIIAS». 2014.
- Dzhandzhgava G.I., Rogalev A.P., Sukhorukov S.JA., Gajjnullin I.A. Problemy sozdanija integrirovannojj raspredelennojj sistemy intellektualnojj podderzhki reshenija zadach aviacionnykh bortovykh kompleksov // Aviakosmicheskoe priborostroenie. 2006. № 6. S. 2-8.
- Rogalev A.P., Gajjnullin I.A. Osnovy postroenija situacionnykh sistem intellektualnojj podderzhki reshenija zadach aviacionnykh bortovykh kompleksov // Aviakosmicheskoe priborostroenie. 2007. № 2. S. 50-56.
- Sochetanie datchikov: uluchshenie situacionnojj osvedomlennosti. Inostrannaja pechat ob ehkonomicheskom, nauchno-tekhnicheskom i voennom potenciale gosudarstv-uchastnikov SNG i tekhnicheskikh sredstvakh ego vyjavlenija // Serija: «Tekhnicheskoe osnashhenie specsluzhb zarubezhnykh gosudarstv». M.: VINITI. 2013. № 1.
- Kostjushkin L.N., Loginov A.A. Tekhnologija mnogospektralnogo tekhnicheskogo zrenija v BREHO vertoletov // Fazotron. M.: OAO «Korporacija «Fazotron-NIIR». 2014. № 2 (24). S. 25-29.
- Kondratenkov G.S., Bykov V.N., Vikentev A.JU. Metodika avtomaticheskogo sovmeshhenija radiolokacionnykh izobrazhenijj s cifrovymi kartami i opticheskimi snimkami mestnosti // Radiotekhnika. 2007. № 8. S. 99-101.
- Kirdjashkin V.V., Sosulin JU.G. Avtomaticheskoe sovmeshhenie radiolokacionnogo izobrazhenija s opticheskim izobrazheniem i cifrovojj kartojj mestnosti // Uspekhi sovremennojj radioehlektroniki. 2010. № 10. S. 59-71.
- Antipov V.N., Vikentev A.JU., Koltyshev E.E. i dr. Aviacionnye sistemy radiovidenija. Monografija / Pod red. G.S. Kondratenkova. M.: Radiotekhnika. 2015.
- Merkulov V.I., Savostjanov V.JU., Samarin O.F., CHernov V.S. Malogabaritnye mnogorezhimnye radiolokacionnye sistemy zarubezhnykh bespilotnykh letatelnykh apparatov // Uspekhi sovremennojj radioehlektroniki. 2014. № 1. S. 38-49.
- Antipov V.N., Merkulov V.I., Samarin O.F., CHernov V.S. Osnovnye napravlenija razvitija aviacionnykh bortovykh RLS // Uspekhi sovremennojj radioehlektroniki. 2009. № 10. S.7-29.
- SHkolnyjj L.A., Tolstov E.F., Detkov A.N.i dr. Radiolokacionnye sistemy vozdushnojj razvedki, deshifrirovanie radiolokacionnykh izobrazhenijj: uchebnik dlja kursantov VVIA im. prof. N.E. ZHukovskogo / Pod. red. L.A. SHkolnogo. M.: Izd-vo VVIA im. prof. N.E. ZHukovskogo. 2008.
- Merkulov V.I., Gerasimov A.A., Tatarskijj B.G. i dr. Radiolokacionnye sistemy mnogofunkcionalnykh samoletov / Pod red. A.I. Kanashhenkova i V.I. Merkulova. T. 1. M.: Radiotekhnika. 2006.
- Kim N., Krylov I. Perspektivy razvitija sistem tekhnicheskogo zrenija bespilotnykh letatelnykh apparatov // Intellekt. Tekhnologii. 2015. № 2. S. 60-63.
- Mikheev V.A. Osnovy proektirovanija i postroenija mnogofunkcionalnykh informacionnykh sistem integrirovannykh struktur oboronno-promyshlennogo kompleksa. Teorija i praktika. M.: Izd. dom Vysshejj shkoly ehkonomiki. 2014.