Modeling Intelligent Decision-Making Command and Control Agents: An Application to Air Defense

Das, Sumanta Kumar

doi:10.1109/mis.2013.71

Cited by 14 publications

(3 citation statements)

References 15 publications

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“…The training data used in this study for weight estimation are taken from fuzzy inference system (FIS), the details of the model can be found in Das (2014). Table 1 shows the rules used for generation of decision matrix.…”

Section: Data and Model Analysismentioning

confidence: 99%

A Method of Risk Analysis and Threat Management Using Analytic Hierarchy Process: An Application to Air Defense

Malik¹,

Das²

2014

Proceedings of the International Symposium on the Analytic Hierarchy Process

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Efficient risk analysis and threat management are essential requirements of modern air defense (AD) systems. The paper is a halfway between the analytic hierarchy process (AHP) and the practical reasoning to model and analyze the risk and threat related to military AD applications. The models are applied for decision making tasks of AD command and control (C2) for assessing and prioritizing the threat from hostile targets for efficient risk management. The paper presents a method for threat assessment using the fuzzy set theory, the AHP and the technique for order preference by similarity to ideal solution (TOPSIS). The target's threat attributes are first represented using the fuzzy set theory. The subjective opinions of the experts about different alternatives are quantified and ranked following the solutions of the AHP process. These solutions of AHP are obtained through the TOPSIS for prioritization. The models are implemented in a simulated environment. The simulated system runs without any human intervention, and represents the state-of-the-art model for the C2 system. The use of the fuzzy set theory, AHP and TOPSIS for decision making task is particularly useful from the point of view of the futuristic risk and threat management in the battlefield. This method is easy to implement in practice and good at real-time application.

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Section: Data and Model Analysismentioning

confidence: 99%

A Method of Risk Analysis and Threat Management Using Analytic Hierarchy Process: An Application to Air Defense

Malik¹,

Das²

2014

Proceedings of the International Symposium on the Analytic Hierarchy Process

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“…Recently, intelligent decision-making problems in integrated EW environments have been actively studied [5][6][7]. Among these studies, the system in [7] performs reverse extrapolation in order to identify and classify threats by using profiles compiled through a series of machine learning algorithms, that is, naive Bayesian classifier, decision tree, neural network, and -means clustering algorithms.…”

Section: Introductionmentioning

confidence: 99%

Modeling and Simulation for the Investigation of Radar Responses to Electronic Attacks in Electronic Warfare Environments

Park

Nam

Noh

2018

Security and Communication Networks

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An electronic warfare (EW) simulator is presented to investigate and evaluate the tracking performance of radar system under the electronic attack situations. The EW simulator has the input section in which the characteristic parameters of radar threat, radar warning receiver, jammer, electromagnetic wave propagation, and simulation scenario can be set up. During the process of simulation, the simulator displays the situations of simulation such as the received signal and its spectrum, radar scope, and angle tracking scope and also calculates the transient and root-mean-squared tracking errors of the range and angle tracking system of radar. Using the proposed EW simulator, we analyze the effect of concealment according to the noise and signal powers under the noise jamming and also analyze the effect of deception by calculating errors between the desired value and the estimated one under the deceptive jamming. Furthermore, the proposed EW simulator can be used to figure out the feature of radar threats based on the information collected from the EW receiver and also used to carry out the electronic attacks efficiently in electronic warfare.

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“…For the air assault, enemies always use multi-headed missiles and multiple times of attack to destroy the targets. Hence, it has become an important factor for naval gun system analyzing and arranging the threat degree of air multi-targets [1] [2] [3] . Judgment in time will be an essential factor for warfare today.…”

Section: Introductionmentioning

confidence: 99%

Threat Degree Analysis of the Multi-targets in Naval Gun

Sun

2015

MATEC Web of Conferences

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Modeling Intelligent Decision-Making Command and Control Agents: An Application to Air Defense

Cited by 14 publications

References 15 publications

A Method of Risk Analysis and Threat Management Using Analytic Hierarchy Process: An Application to Air Defense

A Method of Risk Analysis and Threat Management Using Analytic Hierarchy Process: An Application to Air Defense

Modeling and Simulation for the Investigation of Radar Responses to Electronic Attacks in Electronic Warfare Environments

Threat Degree Analysis of the Multi-targets in Naval Gun

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