网络信息体系双层异质相依网络模型鲁棒性

doi:10.12305/j.issn.1001-506X.2021.04.13

Abstract

Abstract:

The networked information system of system (NISoS) is the foundation for the construction of the new weapon and equipment system. On the basis of the complex interdependent network theory, this paper analyzes the structural characteristics and the process of cascading failure for NISoS, and then constructs the two-layer heterogeneous interdependent network model (THINM). Secondly, referring to the modern cycle warfare theory, a robustness assessment method based on information driven link number and network scale (C-SDILNNS) is proposed. Finally, the performance of NISoS under different failure strategies and evaluation indexes is compared and analyzed. The simulation results show that the THINM can reflect the characteristics of the NISoS network architecture, and the robustness under various attack modes and intensity can be described by C-SDILNNS.

Key words: networked information system of system (NISoS), heterogeneous interdependent network, cascading failure, robustness, evaluation indicator

CLC Number:

TP391

Zhe WANG, Jianhua LI, Dong KANG. Robustness of two-layer heterogeneous interdependent network model for networked information system of system[J]. Systems Engineering and Electronics, 2021, 43(4): 961-969.

Figures/Tables 10

Fig.1

Fig.2

Table 1

Table 2

Fig.3

Fig.4

Fig.5

Fig.6

Fig.7

Fig.8

References 32

1	张杰勇, 何宜超, 孙昱, 等. 网络信息体系联动的影响因素重要性等级评估方法[J]. 系统工程与电子技术, 2019, 41 (10): 2287- 2292. doi: 10.3969/j.issn.1001-506X.2019.10.18
	ZHANG J Y , HE Y C , SUN Y , et al. Evaluation method of importance rating of network information system linkage[J]. Systems Engineering and Electronics, 2019, 41 (10): 2287- 2292. doi: 10.3969/j.issn.1001-506X.2019.10.18
2	XIONG J X , WU J Z . Construction of information network vulnerability threat assessment model for CPS risk assessment[J]. Computer Communications, 2020, 155 (1): 197- 204.
3	COMIN C , PERSON T , SILVA F , et al. Complex systems: features, similarity and connectivity[J]. Physics Reports, 2020, 861 (1): 1- 41.
4	WANG X H , ZHANG Y . Robustness evaluation method for unmanned aerial vehicle swarms based on complex network theory[J]. Chinese Journal of Aeronautics, 2020, 33 (1): 352- 364. doi: 10.1016/j.cja.2019.04.025
5	ZHAO D L , TAN Y J , LI J C , et al. Research on structural robustness of weapon system-of-systems based on heterogeneous network[J]. Systems Engineering Theory and Practice, 2019, 39 (12): 3197- 3207.
6	朱涛, 梁维泰, 张杰勇, 等. 面向任务的网络信息体系结构建模方法[J]. 指挥信息系统与技术, 2018, 9 (4): 17- 22.
	ZHU T , LIANG W T , ZHANG J Y , et al. Modeling method of task-oriented network information architecture[J]. Command Information Systems and Technology, 2018, 9 (4): 17- 22.
7	禹明刚, 何明, 张东戈, 等. 基于Bayesian Stackelberg多阶段博弈的网络信息体系方案优选[J]. 系统工程与电子技术, 2020, 42 (6): 1301- 1309.
	YU M G , HE M , ZHANG D G , et al. Optimization of network information system scheme based on Bayesian Stackelberg multi-stage game[J]. Systems Engineering and Electronics, 2020, 42 (6): 1301- 1309.
8	LIU X M , PAN L Q , GAO J X , et al. Multiple phase transitions in networks of directed networks[J]. Physical Review E, 2019, 99 (1): 012312.
9	CHEN L , YUE D , DOU C X , et al. Robustness of cyber-physical power systems in cascading failure: Survival of interdependent clusters[J]. International Journal of Electrical Power and Energy Systems, 2020, 114 (1): 105374.
10	LIU Y Y , ZH AO , C L , et al. Robustness of partially interdependent networks under combined attack[J]. Chaos: An Interdisciplinary Journal of Nonlinear Science, 2019, 29 (2): 021101. doi: 10.1063/1.5085850
11	GAO J Z , YIN Y F , FIONDELLA L , et al. Recovery of coupled networks after cascading failures[J]. Journal of Systems Engineering and Electronics, 2018, 29 (3): 650- 657. doi: 10.21629/JSEE.2018.03.22
12	HENRY F , ARBAHAM N . Weaponized interdependence: how global economic net-works shape state coercion[J]. International Security, 2019, 44 (1): 42- 79. doi: 10.1162/isec_a_00351
13	KONG P Y . Optimal configuration of interdependence between communication net-work and power grid[J]. IEEE Trans.on Industrial Informatics, 2019, 15 (7): 4054- 4065. doi: 10.1109/TII.2019.2893132
14	NGUYEN T , WANG S Y , ALHAZMI M , et al. Electric power grid resilience to cyber adversaries: state of the art[J]. IEEE Access, 2020, 8 (1): 87592- 87608.
15	NOGAL M , HONFI D . Assessment of road traffic resilience assuming stochastic user behavior[J]. Reliability Engineering and Systems Safety, 2019, 185 (1): 72- 83.
16	SUN C , LUO C , LI J Q . Aspiration-based co-evolution of cooperation with resource allocation on interdependent networks[J]. Chaos, Solitons & Fractals, 2020, 135 (1): 109769.
17	CHEN Z , WU J , XIA Y , et al. Robustness of interdependent power grids and communication networks: a complex network perspective[J]. IEEE Trans.on Circuits & Systems. Part Ⅱ: Express Briefs, 2018, 65 (1): 115- 119.
18	MARIUSZ C , MARCIN K , PAWEL P , et al. Methods and analytical tools for assessing tactical situation in military operations using potential approach and sensor data fusion[J]. Procedia Manufacturing, 2020, 44 (1): 559- 566.
19	BEZOOIJEN B V , KRAMER E H . Mission command in the information age: a normal accidents perspective on networked military operations[J]. Journal of Strategic Studies, 2015, 38 (4): 445- 466. doi: 10.1080/01402390.2013.844127
20	YU M G , YU X H , QUAN J C , et al. Task-oriented and ANP-based networked information system capability demand satisfaction analysis method[J]. Systems Engineering Theory and Practice, 2020, 40 (3): 795- 806.
21	JIAO Z Q , YAO P Y , ZHANG J Y , et al. Capability construction of C4ISR based on AI planning[J]. IEEE Access, 2019, 7, 31997- 32008. doi: 10.1109/ACCESS.2019.2902043
22	HE H Y , ZHU W X , LI R Y , et al. An executable modeling and analyzing approach to C4ISR architecture[J]. Journal of Systems Engineering and Electronics, 2020, 31 (1): 109- 117.
23	GAO Y L , CHEN S M , NIE S , et al. Robustness analysis of interdependent networks under multiple-attacking strategies[J]. Physica A: Statistical Mechanics and Its Applications, 2018, 496 (1): 495- 504.
24	TSHITOYAN V , DAGDELEN J , WESTON L , et al. Unsupervised word embeddings capture latent knowledge from materials science literature[J]. Nature, 2019, 571 (7763): 95- 98. doi: 10.1038/s41586-019-1335-8
25	MUKUL G , PRADEEP K . Recommendation generation using personalized weight of meta-paths in heterogeneous information net-works[J]. European Journal of Operational Research, 2020, 284 (2): 660- 674. doi: 10.1016/j.ejor.2020.01.010
26	YANG Y D , ZHANG J J , CHEN Y X , et al. Structural hole detection based on weighted meta path in heterogeneous networks[J]. Evolutionary Intelligence, 2020, 13 (2): 211- 220. doi: 10.1007/s12065-019-00342-2
27	LIU L , WANG S . Meta-path-based outlier detection in heterogeneous information net-work[J]. Frontiers of Computer Science, 2019, 14 (2): 388- 403.
28	WU J , MAURICIO B , TAN Y J , et al. Spectral measure of structural robustness in complex networks[J]. IEEE Trans.on Systems, Man, and Cybernetics: Part A, 2011, 41 (6): 1244- 1252. doi: 10.1109/TSMCA.2011.2116117
29	DENG Z H , XU J W , SONG Q , et al. Robustness of multi-agent formation based on natural connectivity[J]. Applied Mathematics and Computation, 2020, 366 (1): 2238- 2246.
30	SAFAEI F , YEGANLOO H , AKBAR R . Robustness on topology reconfiguration of complex networks: an entropic approach[J]. Mathematics and Computers in Simulation, 2020, 170 (1): 379- 409.
31	WANG X H , ZHANG Y , WANG L Z , et al. Robustness evaluation method for unmanned aerial vehicle swarms based on complex network theory[J]. Chinese Journal of Aeronautics, 2020, 33 (1): 352- 364. doi: 10.1016/j.cja.2019.04.025
32	NISHANT Y , SAMRAT C , AUROOP R G . Resilience of urban transport network-of-networks under intense flood hazards exacerbated by targeted attacks[J]. Scientific Reports, 2020, 10 (1): 10350. doi: 10.1038/s41598-020-66049-y

信息驱动链	含义
S→D→I	典型信息驱动链
S→S→D→I	具备情报信息共享的驱动链
S→D→D→I	具备信息融合共享的驱动链
S→D→I→I	具备决策信息协同的驱动链
S→S→D→D→I	同时具备信息获取协同与决策协同的驱动链
S→D→D→I→I	同时具备信息决策与使能协同的驱动链
S→S→D→I→I	同时具备信息获取协同与使能协同的驱动链
S→D→S→D→I	具备信息反馈的驱动链
S→D→S→S→D→I	同时具备信息反馈与获取协同的驱动链
S→D→S→D→D→I	同时具备信息反馈与决策协同的驱动链
S→D→S→D→I→I	同时具备信息反馈与使能协同的驱动链
S→D→D→S→D→I	具备信息反馈的驱动链
S→S→D→S→D→I	具备信息获取协同与反馈的驱动链
S→D→D→S→D→I	具备信息决策协同与反馈的驱动链

连边类型	源节点V^Sta	目标节点V^Tar	连接概率P^Sta-Tar
情报协同流	S_i	S_j	P^S_i-D_j=0.20
情报上报流	S_i	D_j	P^S_i-D_j=0.50
情报决策流	D_i	S_j	P^D_i-S_j=0.10
指控协同流	D_i	D_j	P^D_i-D_j=0.20
指控命令流	D_i	I_j	P^D_i-I_j=0.50
信息使能流	I_i	T_j	P^I_i-T_j=0.50
信息获取流	T_i	S_j	P^T_i-S_j=0.50
数据通信链	C_i	C_j	P^T_i-S_j=0.50

[1]	Haoyang LI, Jianjun XIANG, Fang PENG, Shuai WANG, Zhijun LI. Beam space generalized sidelobe canceller algorithm based on particle swarm optimization [J]. Systems Engineering and Electronics, 2022, 44(10): 3037-3045.
[2]	Zhirou YANG, Hu ZHANG, Jing LIU, Tonglin LIU. Optimization algorithm of military communication network structure under node attack strategy [J]. Systems Engineering and Electronics, 2021, 43(7): 1848-1855.
[3]	Chao WANG, Jilian GUO, Anwei SHEN. Analysis of cascading failures of interdependent networks based on asymmetric dependency [J]. Systems Engineering and Electronics, 2020, 42(5): 1093-1101.
[4]	Qiao CHEN, Ningning TONG, Xiaowei HU, Shanshan DING. Non-ideal orthogonal waveforms imaging of MIMO radar based on multiple measurement vector block sparse algorithm [J]. Systems Engineering and Electronics, 2020, 42(12): 2747-2754.
[5]	CHEN Wu, FAN Mingkai, LI Zehong, JIN Xin, HONG Liang. Design of network robustness for drone swarm system [J]. Systems Engineering and Electronics, 2019, 41(11): 2633-2640.
[6]	WANG Ershen, WANG Yuwei, QU Pingping, LAN Xiaoyu, CHEN Jiamei. Effectiveness analysis of complex network edge attack strategy with cost [J]. Systems Engineering and Electronics, 2018, 40(4): 919-926.
[7]	XU Qiuping, WANG Xugang, WANG Zhongyuan. Design of attitude decoupling controller for gliding guided projectile based on active disturbance rejection control [J]. Systems Engineering and Electronics, 2018, 40(2): 384-392.
[8]	HAO Yucheng, LI Chengbing, WEI Lei. Cascading failure model of complex networks considering overloaded nodes [J]. Systems Engineering and Electronics, 2018, 40(10): 2282-2287.
[9]	SI Guangya, WANG Fei, LI Cong, ZHANG Yu. Robustness assessment method for armament system of systems based on measuring of interaction network [J]. Systems Engineering and Electronics, 2017, 39(7): 1506-1512.
[10]	CUI Wenyan, MENG Xiangru, KANG Qiaoyan, LI Jizhen. Optimization of cascading invulnerability on weighted complex networks based on composite edge weight model [J]. Systems Engineering and Electronics, 2017, 39(2): 355-361.
[11]	WANG Junde, LAO Songyang, RUAN Yirun, HOU Lülin, BAI Liang. Research on robustness of interdependent networks based on load tolerance of nodes [J]. Systems Engineering and Electronics, 2017, 39(11): 2477-2483.
[12]	SUN Shiyan, ZHU Huimin. PROMETHEE’s parameters setting method based on robustness analysis [J]. Systems Engineering and Electronics, 2017, 39(1): 120-124.
[13]	ZHANG Jie-yong, YI Kan, WANG Heng, ZHANG Jin-feng, ZHOU Xiang-xiang. Dynamic robustness measure method considering cascading failure for C⁴ISR system structure [J]. Systems Engineering and Electronics, 2016, 38(9): 2072-2079.
[14]	LU Yu-liang, YANG Bin. Analysing and modeling cascading failures for inter-domain routing system [J]. Systems Engineering and Electronics, 2016, 38(1): 172-178.
[15]	LI Min, WANG Song-yan, ZHANG Ying-chun, LI Hua-yi. Satellite autonomous navigation filtering algorithm based on improved strong tracking square-root UKF [J]. Systems Engineering and Electronics, 2015, 37(8): 1858-1865.

Robustness of two-layer heterogeneous interdependent network model for networked information system of system

RichHTML

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 10

References 32

Related Articles 15

Recommended Articles

Metrics

Comments