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Analytic Approximations of Eigenvalue Moments and Mean Channel Capacity for MIMO Channels
KTH, Superseded Departments (pre-2005), Signals, Sensors and Systems.
KTH, Superseded Departments (pre-2005), Signals, Sensors and Systems.ORCID iD: 0000-0003-2298-6774
2002 (English)In: Proceedings IEEE International Conference on Acoustics, Speech, and Signal Processing, IEEE , 2002, p. 2389-2392Conference paper, Published paper (Refereed)
Abstract [en]

Approximate second order moments of the squared singular values of the channel matrix of a multiple input multiple output (MIMO) system are derived. Correlation at both the receiver and the transmitter antenna arrays is allowed. The approximation converges to the true moments as either the number of transmit or receive antennas increases. Simulations indicate that the derived moments may provide a good approximation of the true moments even for realistic array sizes. As an application, an expression for the mean channel capacity is derived. The expression is simple enough to provide insight while offering promising performance when compared with simulated channel capacities.

Place, publisher, year, edition, pages
IEEE , 2002. p. 2389-2392
Keywords [en]
Approximation methods, Broadband antennas, Broadband communication, Channel capacity, Variable speed drives
National Category
Signal Processing
Identifiers
URN: urn:nbn:se:kth:diva-92529DOI: 10.1109/ICASSP.2002.5745127Scopus ID: 2-s2.0-0036288350OAI: oai:DiVA.org:kth-92529DiVA, id: diva2:513540
Conference
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 13-17 May 2002, Orlando, FL, USA
Note
NR 20140805Available from: 2012-04-02 Created: 2012-04-02 Last updated: 2022-06-24Bibliographically approved

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Ottersten, Björn

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  • de-DE
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Output format
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