Title :
Anticipatory resource allocation for wireless video streaming
Author :
Valentin, Stefan
Author_Institution :
Bell Labs., Alcatel-Lucent, Stuttgart, Germany
Abstract :
This paper describes a new approach for allocating resources to video streaming traffic. Assuming that the future channel state can be predicted for a certain time, we minimize the fraction of the bandwidth consumed for smooth streaming by allocating wireless channel resources with respect to a constraint on the user´s video play-out buffer. To formalize this idea, we introduce a new model to capture the dynamic of the play-out buffer and the allocated spectrum in an optimization problem. The result is a Linear Program that allows to trade off buffer size and allocated bandwidth. Based on this tractable model, our simulation results show that anticipating poor channel states and pre-loading the buffer accordingly allows to serve a high number of video users at increased spectral efficiency.
Keywords :
bandwidth allocation; frequency allocation; linear programming; resource allocation; telecommunication traffic; video streaming; wireless channels; anticipatory resource allocation; bandwidth allocation; buffer size; channel state; linear program; optimization problem; spectral efficiency; spectrum allocation; user video play-out buffer; wireless channel resource allocation; wireless video streaming traffic; Bandwidth; Bit rate; Computational modeling; Optimization; Resource management; Streaming media; Wireless communication;
Conference_Titel :
Communication Systems (ICCS), 2014 IEEE International Conference on
Conference_Location :
Macau
DOI :
10.1109/ICCS.2014.7024775