Abstract
Aiming at the problem that it is difficult to determine the threat degree of multiple attacking targets in battlefield environment, an improved multi-target threat assessment method with double variable weights is proposed. Firstly, AHP and improved entropy weight method are used to calculate the subjective and objective weights respectively to obtain the first weight; then, a comprehensive equilibrium function is constructed, which integrates the variable weight theory and the first weight as the final weight; finally, the ideal solution and grey correlation method are improved and reorganized to obtain the multi-target threat assessment results. The simulation results show that the proposed method is more in line with the actual situation by synthesizing the subjective and objective factors of the index and the influence of the change of the state value on the weight change; the ranking results comprehensively test the distance and shape changes between the indicators, and the comparison results with other methods also show the effectiveness of the proposed method.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Quan, J.: Model and algorithm of ballistic missile threat assessment. Mod. Def. Technol. 42(04), 24–30+79 (2014)
Gao, Y., Li, D., Wang, X.: Threat assessment method of target recognition system based on interval number sequence. J. Detect. Control. 37(06), 82–86 (2015)
Wang, W., Shi, H., et al.: Research on threat assessment of air targets in cooperative combat of warship formation. Mod. Def. Technol. 42(06), 79–83+110 (2014)
Han, X., Jiang, L., Liu, Y.: A new threat assessment of warship formation to air target with maximum deviation. Fire Command Control 40(07), 131–134 (2015)
Huang, L., Mu, Y.: Threat assessment of sea targets in escort operations based on principal component analysis. Fire Command Control 43(08), 147–150+155 (2018)
Xu, K., Chen, J., Zhang, Z., Kong, D.: Target threat assessment of armored unit based on improved projection algorithm. Fire Command Control 40(05), 61–64 (2015)
Wang, G., Sun, X., et al.: Saturation attack based route planning and threat avoidance algorithm for cruise missiles. J. Syst. Eng. Electron. 22(6), 948–953 (2011)
Zhang, L.: Research on air combat threat assessment method based on combination weighting. J. Artill. Launch Control 39(02), 17–21 (2018)
Xue, Z., Zhang, Z.: Research on tracking beam scheduling method based on target priority. Mod. Radar 40(02), 7–11 (2018)
Kong, S., Zhang, H., Liao, X., et al.: Air target threat assessment method based on AHP and entropy weight method. Tactical Missile Technol. 01, 79–84 (2018)
Liu, W., Wang, Y., Lv, S.: Ranking method of decision-making units based on cross efficiency and cooperative game. China Manag. Sci. 26(04), 163–170 (2018)
Chen, W.B., Cai, X.Y., Jiang, B.X.: Dynamic fire distribution method of artillery group based on Markov Decis. Process. 30(4), 56–59 (2009)
Hancheng, Yang, H., Tu, C.: Simulation research on air threat assessment of incoming targets. Comput. Simul. 34(08), 54–58 (2017)
Xu, Z., Zhang, Y., Zhang, Y.: An air defense fire distribution scheme based on genetic algorithm. Autom. Mil. Ind. 28(2), 25–27 (2009)
Shi, R., Liang, Z., Ma, Y.: Orderly charging strategy of electric vehicles in residential areas based on TOPSIS method. Power Syst. Autom. 42(21), 141–150+219 (2018)
Wu, H., Su, X.: Threat assessment method of air attack target based on group generalized intuitionistic fuzzy soft set. Control Decis. 30(08), 1462–1468 (2015)
Hao, N., Kong, D., Chang, T., et al.: Threat assessment method of mixed multi-attribute target based on induced ordered weighted intuitionistic fuzzy set. J. Armored Force Eng. Coll. 30(03), 100–105 (2016)
Xu, K., Chen, J., Kong, D., et al.: Study on target threat assessment index system of Armored Unit. Firepower Command Control 40(2), 36–39 (2015)
Liu, L., Chen, L., Zhang, M.: Fire safety assessment model of large urban community based on Bayesian network. Comput. Appl. Res. 28(1), 182–184 (2011)
Huang, d.S., Zhang, J.X.: Theory of determining weight vector by eigenvector method in analytic hierarchy process. In: Proceedings of 1998 China Annual Conference on Control and Decision Making, Dalian, pp. 879–882 (1998)
Zhang, J., Ren, J.: Deficiency and correction of entropy and entropy weight formula in entropy theory. Stat. Inf. Forum 26(1), 3–5 (2011)
Shi, J., Hu, G., Li, T.: Evaluation of radar anti stealth capability based on grey correlation algorithm. J. Harbin Univ. Technol. 47(3), 116–121 (2015)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Qiu, S., Wang, J., Zhang, X., Du, X. (2021). Multi Target Threat Assessment Method Based on Improved Dual Variable Weight. In: Wang, Y., Martinsen, K., Yu, T., Wang, K. (eds) Advanced Manufacturing and Automation X. IWAMA 2020. Lecture Notes in Electrical Engineering, vol 737. Springer, Singapore. https://doi.org/10.1007/978-981-33-6318-2_59
Download citation
DOI: https://doi.org/10.1007/978-981-33-6318-2_59
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-33-6317-5
Online ISBN: 978-981-33-6318-2
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)