Title :
Quality-driven cross-layer optimized video delivery over LTE
Author :
Luo, Haiyan ; Ci, Song ; Wu, Dalei ; Wu, Jianjun ; Tang, Hui
Author_Institution :
Univ. of Nebraska-Lincoln, Lincoln, NE, USA
fDate :
2/1/2010 12:00:00 AM
Abstract :
3GPP long term evolution is one of the major steps in mobile communication to enhance the user experience for next-generation mobile broadband networks. In LTE, orthogonal frequency-division multiple access is adopted in the downlink of its E-UTRA air interface. Although cross-layer techniques have been widely adopted in literature for dynamic resource allocation to maximize data rate in OFDMA wireless networks, application-oriented quality of service for video delivery, such as delay constraint and video distortion, have been largely ignored. However, for wireless video delivery in LTE, especially delay-bounded real-time video streaming, higher data rate could lead to higher packet loss rate, thus degrading the user-perceived video quality. In this article we present a new QoS-aware LTE OFDMA scheduling algorithm for wireless real-time video delivery over the downlink of LTE cellular networks to achieve the best user-perceived video quality under the given application delay constraint. In the proposed approach, system throughput, application QoS constraints, and scheduling fairness are jointly integrated into a cross-layer design framework to dynamically perform radio resource allocation for multiple users, and to effectively choose the optimal system parameters such as modulation and coding scheme and video encoding parameters to adapt to the varying channel quality of each resource block. Experimental results have shown significant performance enhancement of the proposed system.
Keywords :
3G mobile communication; OFDM modulation; broadband networks; cellular radio; multi-access systems; quality of service; resource allocation; scheduling; video coding; video streaming; wireless channels; 3GPP long term evolution; E-UTRA air interface; QoS constraint; QoS-aware LTE OFDMA scheduling; application-oriented quality of service; cellular network; channel quality; delay constraint; delay-bounded real-time video streaming; mobile communication; modulation; next-generation mobile broadband network; orthogonal frequency-division multiple access; packet loss rate; quality-driven cross-layer optimized video delivery; radio resource allocation; scheduling fairness; system throughput; video distortion; video encoding; video quality; wireless real-time video delivery; Broadband communication; Delay; Downlink; Long Term Evolution; Mobile communication; Next generation networking; Quality of service; Resource management; Streaming media; Wireless networks;
Journal_Title :
Communications Magazine, IEEE
DOI :
10.1109/MCOM.2010.5402671