DocumentCode :
1437196
Title :
Cross-Layer Design for Video Transmissions in Metro Passenger Information Systems
Author :
Zhu, Li ; Yu, F. Richard ; Ning, Bin ; Tang, Tao
Author_Institution :
State Key Lab. of Rail Traffic Control & Safety, Beijing Jiaotong Univ., Beijing, China
Volume :
60
Issue :
3
fYear :
2011
fDate :
3/1/2011 12:00:00 AM
Firstpage :
1171
Lastpage :
1181
Abstract :
In metro passenger information systems (PISs), frequent train handoffs can cause severe video distortion. In this paper, we take an integrated design approach to jointly optimize application-layer parameters and handoff decisions to improve video transmission quality over PISs. We present a train-ground video communication network based on fountain codes and IEEE 802.11p for metro PISs. The metro PIS channel is modeled as a finite-sate Markov chain, and the channel-state transition probability matrix is calculated from the data that were measured in real field tests. The handoff decision and application-layer parameters adaptation problem is formulated as a stochastic semi-Markov decision process (SMDP). Minimizing the end-to-end total video distortion is the objective in our model. Simulation results show that the proposed SMDP-based optimization algorithm can significantly improve the end-to-end video transmission quality in metro PISs.
Keywords :
Markov processes; channel coding; distortion; finite state machines; matrix algebra; mobility management (mobile radio); optimisation; public information systems; railway communication; video communication; wireless LAN; wireless channels; IEEE 802.11p; SMDP; application-layer parameter optimization; channel-state transition probability matrix; cross-layer design; flnite-sate Markov chain; fountain code; frequent train handoff; metro PIS channel; metro passenger information system; stochastic semiMarkov decision process; train-ground video communication network; video distortion; video transmission quality; Fountain codes; IEEE 802.11p; handoff; passenger information systems (PISs);
fLanguage :
English
Journal_Title :
Vehicular Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9545
Type :
jour
DOI :
10.1109/TVT.2011.2107927
Filename :
5703140
Link To Document :
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