Silahlı İnsansız Hava Araçlarına İlişkin Bilimsel Yayınların Bibliyometrik Analizi

Yıl 2024, Sayı: 80, 309 - 331, 26.04.2024

Noyan Aydın

https://doi.org/10.51290/dpusbe.1455380

Öz

Bu çalışmada, Silahsız İnsansız Hava Araçları konulu bilimsel yayınların Web of Science Veri Tabanı Çekirdek Koleksiyonu çerçevesinde bibliyometrik bir analizi yapılmıştır. Analiz neticesinde, son 10 yılda özellikle araştırma odaklı yayınlarda bir artış eğilimi olmakla birlikte, başta incelem odaklı olmak üzere hala yeterli sayıda üst düzey endeksli çalışma olmadığı görülmüştür. Ayrıca, yapılan çalışmalarda uluslararası yazarlık oranı çok düşük olup, genellikle çalışmalar çok yazarlı ve ulusal düzeyde yapılmıştır. Çalışmaların neredeyse tamamı teknik ve mühendislik disiplinlerine odaklanmış olup, sosyal bilimlerle disiplinler arası çalışma düzeyi henüz çok yetersiz seviyededir. Gerek genel performans analizi gerekse de bibliyometrik analiz neticesinde elde edilen bulgular, yazar, yayın, atıf, kurum ve ülke bağlamında önce Çin’in ardından da ABD’nin bu sahadaki çalışmalarda diğer ülkelere kıyasla açık ara öncül pozisyonda olduklarını göstermiştir.

Anahtar Kelimeler

Bibliyometrik analiz, Silahlı insansız hava araçları, SİHA, İHA

Bibliometric Analysis of Scientific Publications on Unmanned Combat Aerial Vehicles

Öz

In this study, a bibliometric analysis of scientific publications on Unmanned Combat Aerial Vehicles was conducted within the framework of the Web of Science Database Core Collection. As a result of the analysis, it has been observed that although there has been an increasing trend in the last 10 years, especially in research-oriented publications, there are still not enough high-level indexed studies, especially review-oriented studies. In addition, the rate of international authorship in the studies is very low, and studies are generally multi-authored and conducted at national level. Almost all of the studies are focused on technical and engineering disciplines, and the level of interdisciplinary work with social sciences is still very insufficient. The findings of both the overall performance analysis and the bibliometric analysis show that in terms of authors, publications, citations, institutions and countries, first China and then the USA are by far in the leading position in academic studies compared to other countries.

Anahtar Kelimeler

Bibliometric analysis, Unmanned combat aerial vehicles, UCAV, UAV

Kaynakça

• Acedo, F. J., Barroso, C., Casanueva, C. ve Galan, J. L. (2006). Co-authorship in management and organizational studies: An empirical and network analysis*. Journal of Management Studies, 43(5), 957-983. doi:10.1111/j.1467-6486.2006.00625.x
• Akinlolu, M. ve Haupt, T.C. (2020). A biblıometric review of trends in construction safety technology research. Proceedings of International Structural Engineering and Construction, 7(2). https://doi:10.14455/ISEC.2020.7(2).CPM-08
• Austin, F., Carbone, G., Falco, M., Hinz, H. ve Lewis, M. (1990). Game theory for automated maneuvering during air-to-air combat. Journal of Guidance, Control, and Dynamics, 13(6), 1143-1149. doi:10.2514/3.20590
• Baker, H. K., Kumar, S. ve Pandey, N. (2020). A bibliometric analysis of managerial finance: A retrospective. Managerial Finance, 46(11), 1495-1517. doi:10.1108/MF-06-2019-0277
• Broadus, R. N. (1987). Toward a definition of “bibliometrics”. Scientometrics, 12(5-6), 373-379. doi:10.1007/BF02016680
• Chang, Y.-W., Huang, M.-H. ve Lin, C.-W. (2015). Evolution of research subjects in library and information science based on keyword, bibliographical coupling, and co-citation analyses. Scientometrics, 105(3), 2071-2087. doi:10.1007/s11192-015-1762-8
• Changqiang, H., Kangsheng, D., Hanqiao, H., Shangqin, T. ve Zhuoran, Z. (2018). Autonomous air combat maneuver decision using bayesian inference and moving horizon optimization. Journal of Systems Engineering and Electronics, 29(1), 86-97. doi:10.21629/JSEE.2018.01.09
• Cisneros, L., Ibanescu, M., Keen, C., Lobato-Calleros, O. ve Niebla-Zatarain, J. (2018). Bibliometric study of family business succession between 1939 and 2017: Mapping and analyzing authors’ networks. Scientometrics, 117(2), 919-951. doi:10.1007/s11192-018-2889-1
• Clarivate. (2023, 6 Eylül), Web of Science Çekirdek Koleksiyonu. https://www.webofscience.com/wos/woscc/advanced-search
• Combs, J. G., Ketchen Jr, D. J., Crook, T. R., & Roth, P. L. (2011). Assessing cumulative evidence within ‘Macro’ research: Why meta-analysis should be preferred over vote counting: Assessing cumulative evidence. Journal of Management Studies, 48(1), 178-197. doi:10.1111/j.1467-6486.2009.00899.x
• Cummings, R. M. ve Schütte, A. (2012). Integrated computational/experimental approach to unmanned combat air vehicle stability and control estimation. Journal of Aircraft, 49(6), 1542-1557. doi:10.2514/1.C031430
• Deng, G.-F. ve Lin, W.-T. (2012). Citation analysis and bibliometric approach for ant colony optimization from 1996 to 2010. Expert Systems with Applications, 39(6), 6229-6237. doi: https://doi.org/10.1016/j.eswa.2011.12.001
• Di Ciaccio, F. ve Troisi, S. (2021). Monitoring marine environments with autonomous underwater vehicles: A bibliometric analysis. Results in Engineering, 9, 100205. https://doi.org/10.1016/j.rineng.2021.100205
• Donthu, N., Kumar, S., Pandey, N. ve Lim, W. M. (2021). Research constituents, intellectual structure, and collaboration patterns in journal of international marketing: An analytical retrospective. Journal of International Marketing, 29(2), 1-25. doi:10.1177/1069031X211004234
• Donthu, N., Kumar, S., Mukherjee, D., Pandey, N. ve Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285-296. doi:10.1016/j.jbusres.2021.04.070
• Duan, H., Liu, S. ve Wu, J. (2009). Novel intelligent water drops optimization approach to single UCAV smooth trajectory planning. Aerospace Science and Technology, 13(8), 442-449. doi:https://doi.org/10.1016/j.ast.2009.07.002
• Duan, H., Shao, S., Su, B. ve Zhang, L. (2010). New development thoughts on the bio-inspired intelligence based control for unmanned combat aerial vehicle. Science China Technological Sciences, 53(8), 2025-2031. doi:10.1007/s11431-010-3160-z
• Duan, H. ve Huang, L. (2014). Imperialist competitive algorithm optimized artificial neural networks for UCAV global path planning. Neurocomputing, 125, 166-171. doi:https://doi.org/10.1016/j.neucom.2012.09.039
• Ernest, N. ve Carroll, D. (2016). Genetic fuzzy based artificial intelligence for unmanned combat aerial vehicle control in simulated air combat missions. Journal of Defense Management, 06(01). doi:10.4172/2167-0374.1000144
• Hognogi, G.G., Pop, A.M., Marian-Potra, A.C. ve Someșfălean, T. (2021). The role of UAS–GIS in digital era governance: A systematic literature review. Sustainability, 13(19), 11097. https://doi.org/10.3390/su131911097
• Iqbal, U., Riaz, M. Z. B., Zhao, J., Barthelemy, J. ve Perez, P. (2023). Drones for flood monitoring, mapping and detection: A bibliometric review. Drones, 7(1), 32. https://doi.org/10.3390/drones7010032
• Kaleci, F. (2023). Ekonomi alanındaki inovasyon konulu uluslararası bilimsel yayınların bibliyometrik analizi (Yüksek Lisans Tezi, Necmettin Erbakan Üniversitesi Sosyal Bilimler Enstitüsü, Konya, Türkiye). https://acikerisim.erbakan.edu.tr/xmlui/handle/20.500.12452/10069
• Kabamba, P. T., Meerkov, S. M. ve Zeitz, F. H. (2006). Optimal path planning for unmanned combat aerial vehicles to defeat radar tracking. Journal of Guidance, Control, and Dynamics, 29(2), 279-288. doi:10.2514/1.14303
• Kessler, M. M. (1963). Bibliographic coupling between scientific papers. American Documentation, 14(1), 10-25. doi:10.1002/asi.5090140103
• Lawson, S. J. ve Barakos, G. N. (2011). Review of numerical simulations for high-speed, turbulent cavity flows. Progress in Aerospace Sciences, 47(3), 186-216. doi: https://doi.org/10.1016/j.paerosci.2010.11.002
• Li, B., Gong, L. ve Yang, W. (2014). An improved artificial bee bolony algorithm based on balance-evolution strategy for unmanned combat aerial vehicle path planning. The Scientific World Journal, 2014, 1-10. doi:10.1155/2014/232704
• Li, P. ve Duan, H. (2012). Path planning of unmanned aerial vehicle based on improved gravitational search algorithm. Science China Technological Sciences, 55(10), 2712-2719. doi:10.1007/s11431-012-4890-x
• Liu, Z., Yin, Y., Liu, W. ve Dunford, M. (2015). Visualizing the intellectual structure and evolution of innovation systems research: A bibliometric analysis. Scientometrics, 103(1), 135-158. doi:10.1007/s11192-014-1517-y
• McGrew, J. S., How, J. P., Williams, B. ve Roy, N. (2010). Air-combat strategy using approximate dynamic programming. Journal of Guidance, Control, and Dynamics, 33(5), 1641-1654. doi:10.2514/1.46815
• Mirjalili, S., Mirjalili, S. M. ve Lewis, A. (2014). Grey wolf optimizer. Advances in Engineering Software, 69, 46-61. doi:10.1016/j.advengsoft.2013.12.007
• Mnih, V., Kavukcuoglu, K., Silver, D., Rusu, A. A., Veness, J., Bellemare, M. G., … Hassabis, D. (2015). Human-level control through deep reinforcement learning. Nature, 518(7540), 529-533. doi:10.1038/nature14236
• Pan, J.-S., Liu, N. ve Chu, S.-C. (2020). A hybrid differential evolution algorithm and its application in unmanned combat aerial vehicle path planning. IEEE Access, 8, 17691-17712. doi:10.1109/ACCESS.2020.2968119
• Park, H., Lee, B.-Y., Tahk, M.-J. ve Yoo, D.-W. (2016). Differential game based air combat maneuver generation using scoring function matrix. International Journal of Aeronautical and Space Sciences, 17(2), 204-213. doi:10.5139/IJASS.2016.17.2.204
• Patel, M. P., Ng, T. T., Vasudevan, S., Corke, T. C. ve He, C. (2007). Plasma actuators for hingeless aerodynamic control of an unmanned air vehicle. Journal of Aircraft, 44(4), 1264-1274. doi:10.2514/1.25368
• Qu, C., Gai, W., Zhang, J. ve Zhong, M. (2020). A novel hybrid grey wolf optimizer algorithm for unmanned aerial vehicle (UAV) path planning. Knowledge-Based Systems, 194, 105530. doi:10.1016/j.knosys.2020.105530
• Ramos-Rodríguez, A.-R. ve Ruíz-Navarro, J. (2004). Changes in the intellectual structure of strategic management research: A bibliometric study of the strategic management journal, 1980–2000. Strategic Management Journal, 25(10), 981-1004. doi:10.1002/smj.397
• Raparelli, E. ve Bajocco, S. (2019). A bibliometric analysis on the use of unmanned aerial vehicles in agricultural and forestry studies. International Journal of Remote Sensing, 40(24), 9070-9083. doi.org/10.1080/01431161.2019.1569793
• Rejeb, A., Abdollahi, A., Rejeb, K. ve Treiblmaier, H. (2022). Drones in agriculture: A review and bibliometric analysis. Computers and Electronics in Agriculture, 198, 107017. doi:10.1016/j.compag.2022.107017
• Roberge, V., Tarbouchi, M. ve Labonte, G. (2013). Comparison of parallel genetic algorithm and particle swarm optimization for real-time UAV path planning. IEEE Transactions on Industrial Informatics, 9(1), 132-141. doi:10.1109/TII.2012.2198665
• Schütte, A., Hummel, D. ve Hitzel, S. M. (2012). Flow physics analyses of a generic unmanned combat aerial vehicle configuration. Journal of Aircraft, 49(6), 1638-1651. doi:10.2514/1.C031386
• Shetty, V. K., Sudit, M. ve Nagi, R. (2008). Priority-based assignment and routing of a fleet of unmanned combat aerial vehicles. Computers & Operations Research, 35(6), 1813-1828. doi:https://doi.org/10.1016/j.cor.2006.09.013
• Sivil Havacılık Genel Müdürlüğü. (2023, 24 Ekim). İnsansız Hava Aracı Sistemleri Talimatı IHA_talimati_revizyon3.pdf (shgm.gov.tr)
• Snyder, H. (2019). Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 104, 333-339. doi:10.1016/j.jbusres.2019.07.039
• Storn, R. ve Price, K. (1997). Differential evolution – A simple and efficient heuristic for global optimization over continuous spaces. Journal of Global Optimization, 11(4), 341-359. doi:10.1023/A:1008202821328
• Tahamtan, I., Safipour Afshar, A. ve Ahamdzadeh, K. (2016). Factors affecting number of citations: A comprehensive review of the literature. Scientometrics, 107(3), 1195-1225. doi:10.1007/s11192-016-1889-2
• Tunger, D. ve Eulerich, M. (2018). Bibliometric analysis of corporate governance research in German-speaking countries: Applying bibliometrics to business research using a custom-made database. Scientometrics, 117(3), 2041-2059. doi:10.1007/s11192-018-2919-z
• Türk Hava Kurumu. (2023, 24 Ekim). İnsansız Hava Aracı Türk Hava Kurumu-İHA (thk.org.tr)
• Verma, S. ve Gustafsson, A. (2020). Investigating the emerging COVID-19 research trends in the field of business and management: A bibliometric analysis approach. Journal of Business Research, 118, 253-261. doi:10.1016/j.jbusres.2020.06.057
• Videras Rodríguez, M., Melgar, S. G., Cordero, A. S. ve Márquez, J. M. A. (2021). A critical review of unmanned aerial vehicles (UAVs) use in architecture and urbanism: Scientometric and bibliometric analysis. Applied Sciences, 11(21), 9966. doi:10.3390/app11219966
• Virtanen, K., Karelahti, J. ve Raivio, T. (2006). Modeling air combat by a moving horizon influence diagram game. Journal of Guidance, Control, and Dynamics, 29(5), 1080-1091. doi:10.2514/1.17168
• Wang, G.-G., Chu, H. E. ve Mirjalili, S. (2016). Three-dimensional path planning for UCAV using an improved bat algorithm. Aerospace Science and Technology, 49, 231-238. doi:https://doi.org/10.1016/j.ast.2015.11.040
• Wang, G., Guo, L., Duan, H., Liu, L. ve Wang, H. (2012). A bat algorithm with mutation for UCAV path planning. The Scientific World Journal, 2012, 1-15. doi:10.1100/2012/418946
• Wang, J., Wang, S., Zou, D., Chen, H., Zhong, R., Li, H., …Yan, K. (2021). Social network and bibliometric analysis of unmanned aerial vehicle remote sensing applications from 2010 to 2021. Remote Sensing, 13(15), 2912. https://doi.org/10.3390/rs13152912
• Xu, C., Duan, H. ve Liu, F. (2010). Chaotic artificial bee colony approach to uninhabited combat air vehicle (UCAV) path planning. Aerospace Science and Technology, 14(8), 535-541. doi:10.1016/j.ast.2010.04.008
• Yang, Q., Zhang, J., Shi, G., Hu, J. ve Wu, Y. (2020). Maneuver decision of UAV in short-range air combat based on deep reinforcement learning. IEEE Access, 8, 363-378. doi:10.1109/ACCESS.2019.2961426
• Zhang, C., Zou, Y., Wang, F., Del Rey Castillo, E., Dimyadi, J. ve Chen, L. (2022). Towards fully automated unmanned aerial vehicle-enabled bridge inspection: Where are we at? Construction and Building Materials, 347, 128543. https://doi.org/10.1016/j.conbuildmat.2022.128543
• Zhang, S., Zhou, Y., Li, Z. ve Pan, W. (2016). Grey wolf optimizer for unmanned combat aerial vehicle path planning. Advances in Engineering Software, 99, 121-136. doi:10.1016/j.advengsoft.2016.05.015
• Zhu, W. ve Duan, H. (2014). Chaotic predator–prey biogeography-based optimization approach for UCAV path planning. Aerospace Science and Technology, 32(1), 153-161. doi:10.1016/j.ast.2013.11.003
• Zupic, I., ve Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429-472. doi:10.1177/1094428114562629