Multifractal modeling of MPEG-4 video traffic
The correlation function and marginal distribution of multipliers at each layer were investigated in multifractal multiplicative process.Based on the lemmas gained,a new multifractal MPEG-4 video traffic model（PMFM,predict-able MFM）was proposed.By modeling the coarsest coefficients with the auto-reg...
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| Main Authors: | , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2006-01-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/74661245/ |
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| _version_ | 1841537381519327232 |
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| author | WANG Sheng-hui QIU Zheng-ding |
| author_facet | WANG Sheng-hui QIU Zheng-ding |
| author_sort | WANG Sheng-hui |
| collection | DOAJ |
| description | The correlation function and marginal distribution of multipliers at each layer were investigated in multifractal multiplicative process.Based on the lemmas gained,a new multifractal MPEG-4 video traffic model（PMFM,predict-able MFM）was proposed.By modeling the coarsest coefficients with the auto-regressive（AR） process,PMFM has the ability of traffic prediction that traditional MFM do not have.Furthermore,the model stability and robustness were also improved by changing the way of parameter estimation. |
| format | Article |
| id | doaj-art-40348caeab1a4324b7fd8492506e0bf9 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2006-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-40348caeab1a4324b7fd8492506e0bf92025-01-14T08:37:30ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2006-01-01445074661245Multifractal modeling of MPEG-4 video trafficWANG Sheng-huiQIU Zheng-dingThe correlation function and marginal distribution of multipliers at each layer were investigated in multifractal multiplicative process.Based on the lemmas gained,a new multifractal MPEG-4 video traffic model（PMFM,predict-able MFM）was proposed.By modeling the coarsest coefficients with the auto-regressive（AR） process,PMFM has the ability of traffic prediction that traditional MFM do not have.Furthermore,the model stability and robustness were also improved by changing the way of parameter estimation.http://www.joconline.com.cn/zh/article/74661245/video traffic modelingMPEG-4multifractalQoS |
| spellingShingle | WANG Sheng-hui QIU Zheng-ding Multifractal modeling of MPEG-4 video traffic Tongxin xuebao video traffic modeling MPEG-4 multifractal QoS |
| title | Multifractal modeling of MPEG-4 video traffic |
| title_full | Multifractal modeling of MPEG-4 video traffic |
| title_fullStr | Multifractal modeling of MPEG-4 video traffic |
| title_full_unstemmed | Multifractal modeling of MPEG-4 video traffic |
| title_short | Multifractal modeling of MPEG-4 video traffic |
| title_sort | multifractal modeling of mpeg 4 video traffic |
| topic | video traffic modeling MPEG-4 multifractal QoS |
| url | http://www.joconline.com.cn/zh/article/74661245/ |
| work_keys_str_mv | AT wangshenghui multifractalmodelingofmpeg4videotraffic AT qiuzhengding multifractalmodelingofmpeg4videotraffic |