Unicast Beamforming in the Presence of a Smart Reactive Jammer: A Stackelberg Game Approach
2023 IEEE 24th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)(2023)
摘要
The malicious jamming attacks will disrupt legitimate public wireless communication systems, which has become a critical issue that must be considered in modern communication system design. This paper considers an anti-jamming unicast transmit beamforming problem with a smart reactive jammer. We model this problem as a Stackelberg game and formulate a bilevel optimization problem, in which the base station maximizes the minimum signal-to-interference-jamming-noise ratio (SIJNR) of legitimate users and the jammer minimizes the maximum SIJNR. This problem is quite challenging due to its hierarchical structure and nonconvexity. A penalty method is developed to solve this problem, which transforms it into a mathematical program with equilibrium constraint (MPEC) problem after implementing a tight semi-definite relaxation (SDR) method. The numerical results demonstrate its superior performance.
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关键词
Anti-jamming,Unicast Beamforming,Stackel-berg Game,Bilevel Optimization,Mathematical Program With Equilibrium Constraint
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