| Presentation | 2005-11-25 An Evaluation of Robustness for Modulation Identification for M-ary PSK using the Minimum Hellinger Distance Kenta UMEBAYASHI, Janne LEHTOMAKI, RAEZ Carlos POMALAZA, Keijo RUOTSALAINEN, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents robustness evaluation of a modulation identification (MOD ID) method for digital M-ary phase-shift keying using the minimum Hellinger distance (MHD). We consider the case of perfect synchronization and perfect knowledge of the energy per symbol to noise power density ratio (Es/No), and the case of non-perfect synchronization and estimation of the Es/No under additive white Gaussian channel. When compared with the maximum likelihood (ML) method, the MHD has two significant advantages, low complexity and robustness against perturbations. We compare the performance of the MOD ID algorithms using the MHD against the performance of the ML method. Several significant results indicate that the MHD method not only has lower complexity but its performance is close to the ML method, i.e., the difference of performance in terms of Es/No is less than 1dB when the average MOD ID error rate is 10^<-3>. It is also found that the MHD method is more robust than the ML method against the Es/No estimation errors, especially in the case of positive Es/NO error. We also present an statistical analysis in terms of mean and variance of the decision variable consisting of the Hellinger distance. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Minimum Hellinger distance / Modulation Identification / M-ary PSK / Cognitive Radio / Phase offset / Es/No estimation error |
| Paper # | SR2005-63 |
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| Conference Information | |
| Committee | SR |
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| Conference Date | 2005/11/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Software Radio(SR) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Evaluation of Robustness for Modulation Identification for M-ary PSK using the Minimum Hellinger Distance |
| Sub Title (in English) | |
| Keyword(1) | Minimum Hellinger distance |
| Keyword(2) | Modulation Identification |
| Keyword(3) | M-ary PSK |
| Keyword(4) | Cognitive Radio |
| Keyword(5) | Phase offset |
| Keyword(6) | Es/No estimation error |
| 1st Author's Name | Kenta UMEBAYASHI |
| 1st Author's Affiliation | Centre for Wireless Communications, University of Oulu() |
| 2nd Author's Name | Janne LEHTOMAKI |
| 2nd Author's Affiliation | Centre for Wireless Communications, University of Oulu |
| 3rd Author's Name | RAEZ Carlos POMALAZA |
| 3rd Author's Affiliation | Centre for Wireless Communications, University of Oulu |
| 4th Author's Name | Keijo RUOTSALAINEN |
| 4th Author's Affiliation | University of Oulu |
| Date | 2005-11-25 |
| Paper # | SR2005-63 |
| Volume (vol) | vol.105 |
| Number (no) | 430 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |