Capacity and character expansions: Moment-generating function and other exact results for MIMO correlated channels
A promising new method from the field of representations of Lie groups is applied to calculate integrals over unitary groups, which are important for multiantenna communications. To demonstrate the power and simplicity of this technique, a number of recent results are rederived, using only a few sim...
| Main Authors: | , , |
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| Format: | Journal article |
| Language: | English |
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2006
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| _version_ | 1797097080405098496 |
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| author | Simon, S Moustakas, A Marinelli, L |
| author_facet | Simon, S Moustakas, A Marinelli, L |
| author_sort | Simon, S |
| collection | OXFORD |
| description | A promising new method from the field of representations of Lie groups is applied to calculate integrals over unitary groups, which are important for multiantenna communications. To demonstrate the power and simplicity of this technique, a number of recent results are rederived, using only a few simple steps. In particular, we derive the joint probability distribution of eigenvalues of the matrix GG† with G a nonzero mean or a semicor-related Gaussian random matrix. These joint probability distribution functions can then be used to calculate the moment generating function of the mutual information for Gaussian multiple-input multiple-output (MIMO) channels with these probability distribution of their channel matrices G. We then turn to the previously unsolved problem of calculating the moment generating function of the mutual information of MIMO channels, which are correlated at both the receiver and the transmitter. From this moment generating function we obtain the ergodic average of the mutual information and study the outage probability. These methods can be applied to a number of other problems. As a particular example, we examine unitary encoded space-time transmission of MIMO systems and we derive the received signal distribution when the channel matrix is correlated at the transmitter end. © 2006 IEEE. |
| first_indexed | 2024-03-07T04:50:31Z |
| format | Journal article |
| id | oxford-uuid:d4cc5891-76b8-4703-902d-a6da7f3dd7ff |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-03-07T04:50:31Z |
| publishDate | 2006 |
| record_format | dspace |
| spelling | oxford-uuid:d4cc5891-76b8-4703-902d-a6da7f3dd7ff2022-03-27T08:21:10ZCapacity and character expansions: Moment-generating function and other exact results for MIMO correlated channelsJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:d4cc5891-76b8-4703-902d-a6da7f3dd7ffEnglishSymplectic Elements at Oxford2006Simon, SMoustakas, AMarinelli, LA promising new method from the field of representations of Lie groups is applied to calculate integrals over unitary groups, which are important for multiantenna communications. To demonstrate the power and simplicity of this technique, a number of recent results are rederived, using only a few simple steps. In particular, we derive the joint probability distribution of eigenvalues of the matrix GG† with G a nonzero mean or a semicor-related Gaussian random matrix. These joint probability distribution functions can then be used to calculate the moment generating function of the mutual information for Gaussian multiple-input multiple-output (MIMO) channels with these probability distribution of their channel matrices G. We then turn to the previously unsolved problem of calculating the moment generating function of the mutual information of MIMO channels, which are correlated at both the receiver and the transmitter. From this moment generating function we obtain the ergodic average of the mutual information and study the outage probability. These methods can be applied to a number of other problems. As a particular example, we examine unitary encoded space-time transmission of MIMO systems and we derive the received signal distribution when the channel matrix is correlated at the transmitter end. © 2006 IEEE. |
| spellingShingle | Simon, S Moustakas, A Marinelli, L Capacity and character expansions: Moment-generating function and other exact results for MIMO correlated channels |
| title | Capacity and character expansions: Moment-generating function and other exact results for MIMO correlated channels |
| title_full | Capacity and character expansions: Moment-generating function and other exact results for MIMO correlated channels |
| title_fullStr | Capacity and character expansions: Moment-generating function and other exact results for MIMO correlated channels |
| title_full_unstemmed | Capacity and character expansions: Moment-generating function and other exact results for MIMO correlated channels |
| title_short | Capacity and character expansions: Moment-generating function and other exact results for MIMO correlated channels |
| title_sort | capacity and character expansions moment generating function and other exact results for mimo correlated channels |
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