Title :
QoS guarantees of multiuser video streaming over wireless links: Delay constraint and packet priority drop
Author :
Feng Zhengyong ; Wen Guangjun
Author_Institution :
Sch. of Commun. & Inf. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
To provide a certain level of Quality of Service (QoS) guarantees for multiuser wireless downlink video streaming transmissions, we propose a multiuser scheduling scheme for QoS guarantees. It is based on the classic Queue-Length-Based (QLB)-rate maximum scheduling algorithm and integrated with the delay constraint and the packet priority drop. We use the large deviation principle and the effective capacity theory to construct a new analysis model to find each user´s queue length threshold (delay constraint) violation probability. This probability corresponds to the upper bound of the packet drop probability, which indicates a certain level of statistical QoS guarantees. Then, we utilize the priority information of video packets and introduce the packet priority drop to further improve the quality perceived by each user. The simulation results show that the average Peak Signal to Noise Ratio (PSNR) value of the priority drop is 0.8 higher than that of the non-priority drop and the PSNR value of the most badly damaged video frame in the priority drop is on an average 4 higher than that of the non-priority drop.
Keywords :
delays; multi-access systems; probability; quality of service; queueing theory; radio links; statistical analysis; video streaming; PSNR value; QLB-rate maximum scheduling algorithm; analysis model; capacity theory; classic queue-length-based-rate maximum scheduling algorithm; damaged video frame; delay constraint violation probability; large deviation principle; multiuser scheduling scheme; multiuser video streaming; multiuser wireless downlink video streaming transmissions; packet drop probability; packet priority drop; peak signal to noise ratio value; priority information; quality of service guarantees; queue length threshold; statistical QoS guarantees; video packets; wireless links; Algorithm design and analysis; Delays; Quality of service; Queueing analysis; Scheduling algorithms; Streaming media; Wireless communication; QoS; delay constraint; effective capacity; large deviation; packet priority drop; wireless multiuser scheduling;
Journal_Title :
Communications, China
DOI :
10.1109/CC.2013.6488842