A consensus approach to PI gains tuning for quality-fair video delivery

作者:Dal Col Laura; Tarbouriech Sophie; Zaccarian Luca; Kieffer Michel
来源:International Journal of Robust and Nonlinear Control, 2017, 27(9): 1547-1565.
DOI:10.1002/rnc.3739

摘要

In this paper, we provide necessary and sufficient conditifor the quality-fair delivery of multimedia contents to mobile users. We control the encoding rates and the transmission rates of the video streams, delivered through a limited capacity channel. This problem is cast into a problem of consensus among identical discrete-time linear systems, connected through a network with fixed and fully connected topology. The information exchanged over the communication network is the measure of the quality of the encoded videos. Based on a consensus result for identical linear systems, we reduce the problem of designing the proportional and integral gains of the encoding rate and transmission rate controllers to a linear static output feedback. We propose an iterative design technique based on linear matrix inequalities to solve the corresponding non-convex problem, thereby providing a constructive optimality-based approach to the proportional and integral gains tuning problem. We demonstrate the effectiveness of our method in simulations, where we compare it with pre-existing approaches.

  • 出版日期2017-6-1