NDLI: Multi-static radar power allocation for multi-stage stochastic task of missile interception

Content Provider	IET Digital Library
Author	Yang, Yichuan Zhang, Tianxian Yi, Wei Kong, Lingjiang Li, Xiaolong Yang, Xiaobo
Abstract	Considering a multi-stage stochastic task, in which a multi-static radar system (MSRS) is applied to assist with missile interception, the authors study an optimisation problem of radar resource management. Specifically, under restriction of a fixed energy budget, the authors devote to minimise the loss, which is caused by the unsuccessfully intercepted missiles, through optimal power allocation (OPA) of MSRS within multiple stages. The design of OPA can be translated into a sequential decision-making problem. The authors formulate the problem through variable definition and modelling the missile interception procedure. As the authors need to consider the randomness of multiple coupled stages and jointly allocation power between multiple radar nodes, to solve the proposed problem is of huge computational load. The authors propose a solution that combines with reinforcement learning and particle swarm optimisation. Comparing with the uniform power allocation scheme, the simulation results demonstrate that the OPA scheme designed by the proposed method is capable to achieve preferable and more stable performance for the whole missile interception. The authors' contributions include a novel optimisation resource management model for a multi-stage stochastic task and an effective solution for the optimal resource management scheme.
Starting Page	540
Ending Page	548
Page Count	9
ISSN	17518784
Volume Number	12
e-ISSN	17518792
Issue Number	Issue 5, May (2018)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-rsn/12/5
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-rsn.2017.0534
Journal	IET Radar, Sonar & Navigation
Publisher Date	2018-02-07
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Computational Load Decision Making Fixed Energy Budget Knowledge Engineering Technique Learning in AI Loss Minimisation Military Computing Military Engineering Computing Military Radar Minimisation Missile Interception Multi-stage Stochastic Task Missiles MSRS Multiple Coupled Stages Multistatic Radar Power Allocation OPA Optimal Power Allocation Optimal Resource Management Scheme Optimisation Technique Particle Swarm Optimisation Radar Resource Management Optimisation Problem Reinforcement Learning Sequential Decision-making Problem Statistics Stochastic Linearised SCUC Uniform Power Allocation Scheme
Content Type	Text
Resource Type	Article
Subject	Electrical and Electronic Engineering

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Multi-tier MEC offloading strategy based on dynamic channel characteristics

Energy efficiency maximisation based on RALA protocol for underlay D2D communication

Low-complexity multi-service power optimisation algorithm based on MOS models

Dynamic and adaptive reconfiguration of electrical distribution system including renewables applying stochastic model predictive control

Deployment of multistatic radar system using multi-objective particle swarm optimisation

Adaptive directional overcurrent relaying scheme for meshed distribution networks

Characteristic matching of stochastic scenarios and flexible resource capacity optimisation for isolated microgrids

Joint optimal power allocation and relay selection scheme in energy harvesting asymmetric two-way relaying system

Minimax robust jamming techniques based on signal-to-interference-plus-noise ratio and mutual information criteria

Multi-static radar power allocation for multi-stage stochastic task of missile interception

Similar Documents

Multi-tier MEC offloading strategy based on dynamic channel characteristics

Energy efficiency maximisation based on RALA protocol for underlay D2D communication

Low-complexity multi-service power optimisation algorithm based on MOS models

Dynamic and adaptive reconfiguration of electrical distribution system including renewables applying stochastic model predictive control

Deployment of multistatic radar system using multi-objective particle swarm optimisation

Adaptive directional overcurrent relaying scheme for meshed distribution networks

Characteristic matching of stochastic scenarios and flexible resource capacity optimisation for isolated microgrids

Joint optimal power allocation and relay selection scheme in energy harvesting asymmetric two-way relaying system

Minimax robust jamming techniques based on signal-to-interference-plus-noise ratio and mutual information criteria

Multi-static radar power allocation for multi-stage stochastic task of missile interception