Cross-Layer Handoff Design in MIMO-Enabled WLANs for Communication-Based Train Control (CBTC) Systems

Communication-Based Train Control (CBTC) system is an automated train control system using bidirectional train-ground communications to ensure the safe operation of rail vehicles. Handoff design has significant impacts on the train control performance in CBTC systems based on multi-input and multi-output (MIMO)-enabled WLANs. Most of previous works use traditional design criteria, such as network capacity and communication latency, in handoff designs. However, these designs do not necessarily benefit the train control performance. In this paper, we take an integrated design approach to jointly optimize handoff decisions and physical layer parameters to improve the train control performance in CBTC systems. We use linear quadratic cost for the train controller as the performance measure. The handoff decision and physical layer parameters adaptation problem is formulated as a stochastic control process. Simulation result shows that the proposed approach can significantly improve the control performance in CBTC systems.

[1]  Saqib Ali,et al.  Application layer QoS optimization for multimedia transmission over cognitive radio networks , 2011, Wirel. Networks.

[2]  Bin Ning,et al.  Train-Ground Communication in CBTC Based on 802.11b: Design and Performance Research , 2009, 2009 WRI International Conference on Communications and Mobile Computing.

[3]  Tung-Sang Ng,et al.  Performance analysis on MIMO-OFCDM systems with multi-code transmission , 2009, IEEE Trans. Wirel. Commun..

[4]  Lizhong Zheng,et al.  Diversity and multiplexing: a fundamental tradeoff in multiple-antenna channels , 2003, IEEE Trans. Inf. Theory.

[5]  R.D. Pascoe,et al.  What is communication-based train control? , 2009, IEEE Vehicular Technology Magazine.

[6]  Chaouki T. Abdallah,et al.  Linear Quadratic Control: An Introduction , 2000 .

[7]  William A. Arbaugh,et al.  An empirical analysis of the IEEE 802.11 MAC layer handoff process , 2003, CCRV.

[8]  F. Richard Yu,et al.  Effective bandwidth of multimedia traffic in packet wireless CDMA networks with LMMSE receivers: a cross-layer perspective , 2006, IEEE Transactions on Wireless Communications.

[9]  Wikimedia Commons,et al.  Automatic Train Control System Development and Simulation for High-Speed Railways , 2010 .

[10]  Stefan Savage,et al.  SyncScan: practical fast handoff for 802.11 infrastructure networks , 2005, Proceedings IEEE 24th Annual Joint Conference of the IEEE Computer and Communications Societies..

[11]  F. Whitwom Integration of wireless network technology with signaling in the rail transit industry , 2003 .

[12]  Alec Wolman,et al.  A multi-radio unification protocol for IEEE 802.11 wireless networks , 2004, First International Conference on Broadband Networks.

[13]  Mohsen Guizani,et al.  Cross-layer-based modeling for quality of service guarantees in mobile wireless networks , 2006, IEEE Communications Magazine.

[14]  Jia Tang,et al.  Cross-layer design of dynamic resource allocation with diverse QoS guarantees for MIMO-OFDM wireless networks , 2005, Sixth IEEE International Symposium on a World of Wireless Mobile and Multimedia Networks.

[15]  William A. Arbaugh,et al.  Improving the latency of 802.11 hand-offs using neighbor graphs , 2004, MobiSys '04.

[16]  M. Aguado,et al.  Railway signaling systems and new trends in wireless data communication , 2005, VTC-2005-Fall. 2005 IEEE 62nd Vehicular Technology Conference, 2005..

[17]  Martin L. Puterman,et al.  Markov Decision Processes: Discrete Stochastic Dynamic Programming , 1994 .

[18]  Jia Tang,et al.  Cross-layer resource allocation over wireless relay networks for quality of service provisioning , 2007, IEEE Journal on Selected Areas in Communications.

[19]  David Gesbert,et al.  From theory to practice: an overview of MIMO space-time coded wireless systems , 2003, IEEE J. Sel. Areas Commun..

[20]  Jia Tang,et al.  Cross-layer modeling for quality of service guarantees over wireless links , 2007, IEEE Transactions on Wireless Communications.

[21]  W. Rickard,et al.  Open standards for CBTC and CCTV radio-based communication , 2004 .