Non-cooperative game-theoretic distributed power control technique for radar network based on low probability of intercept

Here, the problem of non-cooperative game-theoretic distributed power control is studied in a radar network system based on low probability of intercept (LPI) subject to the signal-to-interference-plus-noise ratio (SINR) constraint and the transmit power constraint of each radar, where all the radar...

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Published inIET signal processing Vol. 12; no. 8; pp. 983 - 991
Main Authors Shi, Chenguang, Wang, Fei, Sellathurai, Mathini, Zhou, Jianjiang
Format Journal Article
LanguageEnglish
Published The Institution of Engineering and Technology 01.10.2018
Subjects
distributed control
game theory
iterative methods
iterative power control algorithm
low probability of intercept
LPI performance
LPI performance‐oriented utility function
Nash equilibrium
noncooperative game‐theoretic distributed power control technique
numerical simulation
power control
probability
radar interference
radar network system
Research Article
signal‐to‐interference‐plus‐noise ratio
SINR constraint
telecommunication control
transmit power constraint
radar network system
iterative methods
distributed control
telecommunication control
probability
game theory
Nash equilibrium
noncooperative game-theoretic distributed power control technique
low probability of intercept
LPI performance-oriented utility function
radar interference
transmit power constraint
SINR constraint
LPI performance
iterative power control algorithm
power control
signal-to-interference-plus-noise ratio
numerical simulation
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ISSN1751-9675
1751-9683
1751-9683
DOI10.1049/iet-spr.2017.0355

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Abstract Here, the problem of non-cooperative game-theoretic distributed power control is studied in a radar network system based on low probability of intercept (LPI) subject to the signal-to-interference-plus-noise ratio (SINR) constraint and the transmit power constraint of each radar, where all the radars in the network share the same frequency band. The objective is to improve the LPI performance by reducing the transmit power caused by some radars' SINRs over the specified threshold. First, a novel LPI performance-oriented utility function is defined as a metric to evaluate power control. Then, consider that radars in the network are self-interested to maximise their own utilities, the distributed power control problem is formulated as a non-cooperative game, and an iterative power control algorithm is proposed that converges quickly to the Nash equilibrium (NE) of the non-cooperative game. Finally, the existence and uniqueness of NE are proved analytically. Numerical simulation results are provided to demonstrate that, compared with other methods, the presented algorithm not only guarantees the minimum SINR requirements of all radars but also improves the LPI performance for radar network.
AbstractList Here, the problem of non‐cooperative game‐theoretic distributed power control is studied in a radar network system based on low probability of intercept (LPI) subject to the signal‐to‐interference‐plus‐noise ratio (SINR) constraint and the transmit power constraint of each radar, where all the radars in the network share the same frequency band. The objective is to improve the LPI performance by reducing the transmit power caused by some radars' SINRs over the specified threshold. First, a novel LPI performance‐oriented utility function is defined as a metric to evaluate power control. Then, consider that radars in the network are self‐interested to maximise their own utilities, the distributed power control problem is formulated as a non‐cooperative game, and an iterative power control algorithm is proposed that converges quickly to the Nash equilibrium (NE) of the non‐cooperative game. Finally, the existence and uniqueness of NE are proved analytically. Numerical simulation results are provided to demonstrate that, compared with other methods, the presented algorithm not only guarantees the minimum SINR requirements of all radars but also improves the LPI performance for radar network.
Author Sellathurai, Mathini
Zhou, Jianjiang
Shi, Chenguang
Wang, Fei
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Issue 8
Keywords radar network system
iterative methods
distributed control
telecommunication control
probability
game theory
Nash equilibrium
noncooperative game-theoretic distributed power control technique
low probability of intercept
LPI performance-oriented utility function
radar interference
transmit power constraint
SINR constraint
LPI performance
iterative power control algorithm
power control
signal-to-interference-plus-noise ratio
numerical simulation
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Snippet Here, the problem of non-cooperative game-theoretic distributed power control is studied in a radar network system based on low probability of intercept (LPI)...
Here, the problem of non‐cooperative game‐theoretic distributed power control is studied in a radar network system based on low probability of intercept (LPI)...
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wiley
iet
SourceType Enrichment Source
Index Database
Publisher
StartPage 983
SubjectTerms distributed control
game theory
iterative methods
iterative power control algorithm
low probability of intercept
LPI performance
LPI performance‐oriented utility function
Nash equilibrium
noncooperative game‐theoretic distributed power control technique
numerical simulation
power control
probability
radar interference
radar network system
Research Article
signal‐to‐interference‐plus‐noise ratio
SINR constraint
telecommunication control
transmit power constraint
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Title Non-cooperative game-theoretic distributed power control technique for radar network based on low probability of intercept
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