TY - JOUR
T1 - Power Games for Secure Communications in Single-Stream MIMO Interference Networks
AU - Siyari, Peyman
AU - Krunz, Marwan
AU - Nguyen, Diep N.
N1 - Funding Information:
Manuscript received July 27, 2017; revised December 20, 2017 and March 15, 2018; accepted May 26, 2018. Date of publication June 26, 2018; date of current version September 10, 2018. This work was supported in part by the National Science Foundation under Grants CNS-1409172, CNS-1513649, and IIP-1265960, in part by the Australian Research Council through the Discovery Early Career Researcher Award under Grant DE150101092, and in part by the Qatar Foundation under Grant NPRP 8-052-2-029. Any opinions, findings, conclusions, or recommendations expressed in this paper are those of the author(s) and do not necessarily reflect the views of the NSF, ARC, and QF. An abridged version of this paper was presented at the IEEE INFOCOM 2016 conference. The associate editor coordinating the review of this paper and approving it for publication was K. Kansanen. (Corresponding author: Peyman Siyari.) P. Siyari is with the Department of Electrical and Computer Engineering, The University of Arizona, Tucson, AZ 85721 USA (e-mail: psiyari@email.arizona.edu).
Publisher Copyright:
© 2002-2012 IEEE.
PY - 2018/9
Y1 - 2018/9
N2 - We propose a distributed interference management method for a single-stream MIMO interference network that is tapped by an external eavesdropper. Along with its information signal, each legitimate transmitter creates a bogus signal, known as transmit-based friendly jamming (TxFJ), to confuse the eavesdropper. Although generating TxFJ protects the link from eavesdropping, it creates interference at other unintended but legitimate links. Using non-cooperative game theory, we design a distributed method for maximizing the sum of secrecy rates. Each link is a player in the game. It seeks to maximize its secrecy rate subject to a given information-rate constraint and power budget. The strategy profile of each player is to control the amount of TxFJ it generates. Because a pure non-cooperative game may not have Nash equilibria that result in (Pareto-)optimal secrecy sum-rate, we propose a modified price-based game, in which each link is penalized for generating interference on other legitimate links. Under the exact knowledge of eavesdropping channels, we show that the price-based game has a comparable secrecy sum-rate to a centralized approach. We then relax the assumption of knowledge of eavesdropping channels and leverage mixed-strategy games to provide robust solutions to the distributed secrecy sum-rate maximization problem.
AB - We propose a distributed interference management method for a single-stream MIMO interference network that is tapped by an external eavesdropper. Along with its information signal, each legitimate transmitter creates a bogus signal, known as transmit-based friendly jamming (TxFJ), to confuse the eavesdropper. Although generating TxFJ protects the link from eavesdropping, it creates interference at other unintended but legitimate links. Using non-cooperative game theory, we design a distributed method for maximizing the sum of secrecy rates. Each link is a player in the game. It seeks to maximize its secrecy rate subject to a given information-rate constraint and power budget. The strategy profile of each player is to control the amount of TxFJ it generates. Because a pure non-cooperative game may not have Nash equilibria that result in (Pareto-)optimal secrecy sum-rate, we propose a modified price-based game, in which each link is penalized for generating interference on other legitimate links. Under the exact knowledge of eavesdropping channels, we show that the price-based game has a comparable secrecy sum-rate to a centralized approach. We then relax the assumption of knowledge of eavesdropping channels and leverage mixed-strategy games to provide robust solutions to the distributed secrecy sum-rate maximization problem.
KW - Wiretap interference network
KW - friendly jamming
KW - pricing
KW - pure and mixed-strategy games
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U2 - 10.1109/TWC.2018.2849415
DO - 10.1109/TWC.2018.2849415
M3 - Article
AN - SCOPUS:85049129579
SN - 1536-1276
VL - 17
SP - 5759
EP - 5773
JO - IEEE Transactions on Wireless Communications
JF - IEEE Transactions on Wireless Communications
IS - 9
M1 - 8396272
ER -