Performance analysis of scalable video transmission in machine-type-communication caching network
In this article, different from the traditional Device-to-Device caching wireless cellular networks, we consider the scalable video coding performance in cache-based machine-type communication network, where popular videos encoded by scalable video coding method can be cached at machine-type devices...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2019-01-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/1550147718815851 |
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| _version_ | 1849307421462233088 |
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| author | Yanzhao Hou Nan Hu Qimei Cui Xiaofeng Tao |
| author_facet | Yanzhao Hou Nan Hu Qimei Cui Xiaofeng Tao |
| author_sort | Yanzhao Hou |
| collection | DOAJ |
| description | In this article, different from the traditional Device-to-Device caching wireless cellular networks, we consider the scalable video coding performance in cache-based machine-type communication network, where popular videos encoded by scalable video coding method can be cached at machine-type devices with limited memory space. We conduct a comprehensive analysis of the caching hit probability using stochastic geometry, which measures the probability of requested video files cached by nearby local devices and the user satisfaction index, which is essential to delay sensitive video streams. Simulation results prove the derivation of the performance metrics to be correct, using Random cache method and Popularity Priority cache method. It is also demonstrated that scalable video coding–based caching method can be applied according to different user requirements as well as video-type requests, to achieve a better performance. |
| format | Article |
| id | doaj-art-20a6312d77ca43c5a92b65e5470cf23e |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2019-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-20a6312d77ca43c5a92b65e5470cf23e2025-08-20T03:54:47ZengWileyInternational Journal of Distributed Sensor Networks1550-14772019-01-011510.1177/1550147718815851Performance analysis of scalable video transmission in machine-type-communication caching networkYanzhao HouNan HuQimei CuiXiaofeng TaoIn this article, different from the traditional Device-to-Device caching wireless cellular networks, we consider the scalable video coding performance in cache-based machine-type communication network, where popular videos encoded by scalable video coding method can be cached at machine-type devices with limited memory space. We conduct a comprehensive analysis of the caching hit probability using stochastic geometry, which measures the probability of requested video files cached by nearby local devices and the user satisfaction index, which is essential to delay sensitive video streams. Simulation results prove the derivation of the performance metrics to be correct, using Random cache method and Popularity Priority cache method. It is also demonstrated that scalable video coding–based caching method can be applied according to different user requirements as well as video-type requests, to achieve a better performance.https://doi.org/10.1177/1550147718815851 |
| spellingShingle | Yanzhao Hou Nan Hu Qimei Cui Xiaofeng Tao Performance analysis of scalable video transmission in machine-type-communication caching network International Journal of Distributed Sensor Networks |
| title | Performance analysis of scalable video transmission in machine-type-communication caching network |
| title_full | Performance analysis of scalable video transmission in machine-type-communication caching network |
| title_fullStr | Performance analysis of scalable video transmission in machine-type-communication caching network |
| title_full_unstemmed | Performance analysis of scalable video transmission in machine-type-communication caching network |
| title_short | Performance analysis of scalable video transmission in machine-type-communication caching network |
| title_sort | performance analysis of scalable video transmission in machine type communication caching network |
| url | https://doi.org/10.1177/1550147718815851 |
| work_keys_str_mv | AT yanzhaohou performanceanalysisofscalablevideotransmissioninmachinetypecommunicationcachingnetwork AT nanhu performanceanalysisofscalablevideotransmissioninmachinetypecommunicationcachingnetwork AT qimeicui performanceanalysisofscalablevideotransmissioninmachinetypecommunicationcachingnetwork AT xiaofengtao performanceanalysisofscalablevideotransmissioninmachinetypecommunicationcachingnetwork |