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Author:

Fang, Feng (Fang, Feng.) | Cai, Yuanli (Cai, Yuanli.) | Yu, Zhenhua (Yu, Zhenhua.)

Indexed by:

SCIE EI PubMed

Abstract:

The active aircraft defense problem is investigated for the stochastic scenario wherein a defending missile (or a defender) is employed to protect a target aircraft from an attacking missile whose pursuit guidance strategy is unknown. For the purpose of identifying the guidance strategy, the static multiple model estimator (sMME) based on the square-root cubature Kalman filter is proposed, and each model represents a potential attacking missile guidance strategy. Furthermore, an estimation enhancement approach is provided by using pseudo-measurement. For each model in the sMME, the model-matched cooperative guidance laws for the target and defender are derived by formulating the active defense problem as a constrained linear quadratic problem, where an accurate defensive interception and the minimum evasion miss distance are both considered. The proposed adaptive cooperative guidance laws are the result of mixing the model-matched optimal cooperative guidance laws in the criterion of maximum a posteriori probability in the framework of the sMME. By adopting the adaptive cooperative guidance laws, the target can facilitate the defender's interception with the attacking missile with less control effort. Also, simulation results show that the proposed guidance laws increase the probability of successful target protection in the stochastic scenario compared with other defensive guidance laws.

Keyword:

active defense adaptive cooperative guidance estimation enhancement multiple model adaptive estimator square-root cubature Kalman filter

Author Community:

  • [ 1 ] [Fang, Feng; Cai, Yuanli] Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Xian 710049, Shaanxi, Peoples R China
  • [ 2 ] [Yu, Zhenhua] Air Force Engn Univ, Sch Informat & Nav, Xian 710077, Shaanxi, Peoples R China

Reprint Author's Address:

  • Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Xian 710049, Shaanxi, Peoples R China.

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Source :

SENSORS

ISSN: 1424-8220

Year: 2019

Issue: 4

Volume: 19

3 . 2 7 5

JCR@2019

3 . 5 7 6

JCR@2020

ESI Discipline: CHEMISTRY;

ESI HC Threshold:104

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 3

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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