Title :
Analytical Modeling for Delay-Sensitive Video Over WLAN
Author :
Bobarshad, Hossein ; Van der Schaar, Mihaela ; Aghvami, A. Hamid ; Dilmaghani, Reza S. ; Shikh-Bahaei, Mohammad R.
Author_Institution :
Eng. Dept., Tarbiat Modares Univ., Tehran, Iran
fDate :
4/1/2012 12:00:00 AM
Abstract :
Delay-sensitive video transmission over IEEE 802.11 wireless local area networks (WLANs) is analyzed in a cross-layer optimization framework. The effect of delay constraint on the quality of received packets is studied by analyzing “expired-time packet discard rate”. Three analytical models are examined and it is shown that M/M/1 model is quite an adequate model for analyzing delay-limited applications such as live video transmission over WLAN. The optimal MAC retry limit corresponding to the minimum “total packet loss rate” is derived by exploiting both mathematical analysis and NS-2 simulations. We have shown that there is an interaction between "packet overflow drop" and "expired-time packet discard" processes in the queue. Subsequently, by introducing the concept of virtual buffer size, we will obtain the optimal buffer size in order to avoid "packet overflow drop". We finally introduced a simple and yet effective real-time algorithm for retry-limit adaptation over IEEE 802.11 MAC in order to maintain a loss protection for delay-critical video traffic transmission, and showed that the average link-layer throughput can be improved by using our adaptive scheme.
Keywords :
access protocols; multimedia communication; optimisation; queueing theory; video signal processing; wireless LAN; IEEE 802.11; M/M/1 model; MAC; WLAN; cross-layer optimization; delay constraint; delay-critical video traffic transmission; delay-limited application; delay-sensitive video transmission; expired-time packet discard rate; link-layer throughput; live video transmission; packet loss rate; packet overflow drop; virtual buffer size; wireless local area network; Analytical models; Delay; Mathematical model; Optimization; Streaming media; Wireless LAN; Wireless communication; Cross-layer; delay; expired-time; retransmission; video; wireless local area network (WLAN);
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2011.2173477