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On the transmit beamforming for MIMO wiretap channels: Large-system analysis
KTH, School of Electrical Engineering (EES), Communication Theory. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.
KTH, School of Electrical Engineering (EES), Communication Theory. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.
KTH, School of Electrical Engineering (EES), Communication Theory. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.
KTH, School of Electrical Engineering (EES), Communication Theory. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.ORCID iD: 0000-0001-7182-9543
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2013 (English)In: Information Theoretic Security: 7th International Conference, ICITS 2013, Singapore, November 28-30, 2013, Proceedings, Springer Publishing Company, 2013, 90-102 p.Conference paper, Published paper (Refereed)
Abstract [en]

With the growth of wireless networks, security has become a fundamental issue in wireless communications due to the broadcast nature of these networks. In this work, we consider MIMO wiretap channels in a fast fading environment, for which the overall performance is characterized by the ergodic MIMO secrecy rate. Unfortunately, the direct solution to finding ergodic secrecy rates is prohibitive due to the expectations in the rates expressions in this setting. To overcome this difficulty, we invoke the large-system assumption, which allows a deterministic approximation to the ergodic mutual information. Leveraging results from random matrix theory, we are able to characterize the achievable ergodic secrecy rates. Based on this characterization, we address the problem of covariance optimization at the transmitter. Our numerical results demonstrate a good match between the large-system approximation and the actual simulated secrecy rates, as well as some interesting features of the precoder optimization.

Place, publisher, year, edition, pages
Springer Publishing Company, 2013. 90-102 p.
Series
Lecture Notes in Computer Science, ISSN 0302-9743 ; 8317
Keyword [en]
MIMO wiretap channel, Large-system approximation, Random matrix theory, Beamforming
National Category
Telecommunications
Identifiers
URN: urn:nbn:se:kth:diva-145707DOI: 10.1007/978-3-319-04268-8_6ISI: 000341118800006Scopus ID: 2-s2.0-84894144287OAI: oai:DiVA.org:kth-145707DiVA: diva2:719870
Conference
7th International Conference on Information Theoretic Security, ICITS 2013; Singapore; Singapore; 28 November 2013 through 30 November 2013
Funder
Swedish Research Council
Note

QC 20140613

Available from: 2014-05-27 Created: 2014-05-27 Last updated: 2017-05-03Bibliographically approved

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GGVRS-ICITS-2013(207 kB)142 downloads
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Publisher's full textScopusConference websiteThe final publication is available at www.springerlink.com

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Lars, RasmussenMikael, Skoglund

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Girnyk, MaksymGabry, FrédéricVehkaperä, MikkoLars, RasmussenMikael, Skoglund
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