DocumentCode :
1386817
Title :
QoS-Based Transmit Beamforming in the Presence of Eavesdroppers: An Optimized Artificial-Noise-Aided Approach
Author :
Liao, Wei-Cheng ; Chang, Tsung-Hui ; Ma, Wing-Kin ; Chi, Chong-Yung
Author_Institution :
Dept. of Electr. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Volume :
59
Issue :
3
fYear :
2011
fDate :
3/1/2011 12:00:00 AM
Firstpage :
1202
Lastpage :
1216
Abstract :
Secure transmission techniques have been receiving growing attention in recent years, as a viable, powerful alternative to blocking eavesdropping attempts in an open wireless medium. This paper proposes a secret transmit beamforming approach using a quality-of-service (QoS)-based perspective. Specifically, we establish design formulations that: i) constrain the maximum allowable signal-to-interference-and-noise ratios (SINRs) of the eavesdroppers, and that ii) provide the intended receiver with a satisfactory SINR through either a guaranteed SINR constraint or SINR maximization. The proposed designs incorporate a relatively new idea called artificial noise (AN), where a suitable amount of AN is added in the transmitted signal to confuse the eavesdroppers. Our designs advocate joint optimization of the transmit weights and AN spatial distribution in accordance with the channel state information (CSI) of the intended receiver and eavesdroppers. Our formulated design problems are shown to be NP-hard in general. We deal with this difficulty by using semidefinite relaxation (SDR), an approximation technique based on convex optimization. Interestingly, we prove that SDR can exactly solve the design problems for a practically representative class of problem instances; e.g., when the intended receiver´s instantaneous CSI is known. Extensions to the colluding-eavesdropper scenario and the multi-intended-receiver scenario are also examined. Extensive simulation results illustrate that the proposed AN-aided designs can yield significant power savings or SINR enhancement compared to some other methods.
Keywords :
array signal processing; convex programming; quality of service; radio receivers; telecommunication security; NP-hard problems; QoS; channel state information; convex optimization; eavesdroppers; open wireless medium; optimized artificial-noise-aided approach; quality-of-service; receiver; secure transmission; signal-to-interference-and-noise ratios; transmit beamforming; Artificial noise; physical-layer secure communications; semidefinite relaxation; transmit beamforming;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2010.2094610
Filename :
5643181
Link To Document :
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