Construction of an Intelligent Kill Web Operational Effectiveness Model Considering Uncertainty Factors

The intelligent kill web aims to connect sensors, weapon platforms, and command and control nodes on the battlefield to achieve immediate and efficient destruction of adversary objectives. The construction process of intelligent kill web often operates with some degree of uncertainties, and the uncertainties can be modelled as interval parameters. For realistic predictions of the intelligent kill web behaviour and performance, intelligent kill web operational effectiveness model should account for these uncertainties. In this paper, based on typical combat process, considering the uncertainties of target identification, environmental deviation and equipment reliability, the original intelligent kill web operational effectiveness model is approximated by Chebyshev polynomial, and then the intelligent kill web operational effectiveness model with interval parameters is obtained. This research can provide a certain theoretical foundation and technical support for model, performance evaluation of uncertain intelligent kill web.

Authors

Institutions

Publication Details

Published
2024-12-20
DOI
https://doi.org/10.1145/3744103.3744118
Primary Topic
Risk and Safety Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Construction of an Intelligent Kill Web Operational Effectiveness Model Considering Uncertainty Factors

Yiwu Zhang, Chao Wang, Yu Liu, Xiong Tang et al.
Risk and Safety Analysis
article

Construction of an Intelligent Kill Web Operational Effectiveness Model Considering Uncertainty Factors

Yiwu Zhang, Chao Wang, Yu Liu, Xiong Tang, Tianqi Lv
article en

Abstract

The intelligent kill web aims to connect sensors, weapon platforms, and command and control nodes on the battlefield to achieve immediate and efficient destruction of adversary objectives. The construction process of intelligent kill web often operates with some degree of uncertainties, and the uncertainties can be modelled as interval parameters. For realistic predictions of the intelligent kill web behaviour and performance, intelligent kill web operational effectiveness model should account for these uncertainties. In this paper, based on typical combat process, considering the uncertainties of target identification, environmental deviation and equipment reliability, the original intelligent kill web operational effectiveness model is approximated by Chebyshev polynomial, and then the intelligent kill web operational effectiveness model with interval parameters is obtained. This research can provide a certain theoretical foundation and technical support for model, performance evaluation of uncertain intelligent kill web.

Institute of Electronics (CN)
Climate action
Openalex Percentile: Top 71%
Risk and Safety Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.