NDLI: Energy efficient secure MIMO transmission in the presence of smart attacker

Content Provider	IET Digital Library
Author	Nie, Yulong Chen, Qingchun Shen, Xujun Gan, Keming
Abstract	The multi-input multi-output (MIMO) transmission against a smart attacker has recently been formulated as a non-collaborative game, in which the reinforcement learning-based transmitter is devised to suppress the attack motivation of the malicious attacker for more secure transmission. Basically, large enough transmission power is needed to obtain the Nash equilibrium in favour of the MIMO transmitter. When energy efficiency is required, a secure MIMO transmission design with reasonable energy efficiency will become highly desirable. This study focuses on how to make the MIMO transmitter not only resist malicious attacker but also realise reasonable energy efficiency. To this end, a new game between the MIMO transmitter and the malicious attacker is formulated to take into account the energy efficiency of the MIMO transmitter. Since the energy efficiency requirement tends to reduce the transmission power by the MIMO transmitter, which may degrade the realised security performance in an adverse environment, the probabilistic transmission strategy was employed to further enhance the secure transmission. The analysis results unveil that the proposed energy-efficient secure MIMO transmission design can not only ensure reasonable security performance but also noticeably improve energy efficiency performance.
Starting Page	1619
Ending Page	1631
Page Count	13
ISSN	17518628
Volume Number	14
e-ISSN	17518636
Issue Number	Issue 10, Jun (2020)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-com/14/10
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-com.2019.0900
Journal	IET Communications
Publisher Date	2020-03-17
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Attack Motivation Suppression Communication Computing Energy Conservation Energy Efficiency Performance Energy-efficient Secure MIMO Transmission Design Game Theory Knowledge Engineering Technique Learning in AI Malicious Attacker MIMO Communication MIMO Transmitter Multiinput Multioutput Transmission Nash Equilibrium Noncollaborative Game Probabilistic Transmission Strategy Probability Probability Theory Radio Link And Equipment Radio Network Radio Transmitters Reinforcement Learning-based Transmitter Secure Transmission Security Performance Smart Attacker Statistics Stochastic Linearised SCUC Telecommunication Computing Telecommunication Power Management Telecommunication Security Transmission Power Reduction
Content Type	Text
Resource Type	Article
Subject	Electrical and Electronic Engineering Computer Science Applications

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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
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9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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