Title :
Video traffic modeling over wireless networks
Author :
He, Enguang ; Du, Fan ; Dong, Xiaojie ; Ni, Lionel M. ; Hughes, Herman D.
Author_Institution :
Dept. of Comput. Sci. & Eng., Michigan State Univ., East Lansing, MI, USA
Abstract :
This paper studies the statistical model of MPEG video over wireless networks. A real-time MPEG video traffic workload was generated and transmitted over a wireless network. The model parameters of I, B and P frames were measured before and after wireless transmission. The results we got were very interesting. Intuitively, larger frames are more sensitive to network errors. The parameters associated with the statistical model should change after transmission. However, the results of the experiments showed that the statistical models of all I, B and P frames remain almost unchanged after transmission. We repeated the experiment under different wireless link layer error rates and got the same results. To simulate errors, we designed a controllable wireless link layer error model by modifying the WaveLAN device driver which is a Linux kernel module
Keywords :
code standards; digital simulation; image sequences; performance evaluation; statistical analysis; telecommunication standards; telecommunication traffic; video coding; visual communication; wireless LAN; B frames; I frames; Linux kernel module; MPEG video transmission; P frames; WaveLAN device driver; controllable wireless link layer error model; error simulation; experiments; frame sequences; model parameters; network errors; real-time MPEG video traffic; statistical model; video traffic modeling; wireless link layer error rates; wireless network; wireless networks; wireless transmission; Bit error rate; Error correction; Helium; Streaming media; Telecommunication traffic; Traffic control; Transform coding; Video compression; Wireless networks; Wireless sensor networks;
Conference_Titel :
Communications, 2000. ICC 2000. 2000 IEEE International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-6283-7
DOI :
10.1109/ICC.2000.853376