Title :
Coalition game-theory-based congestion control in Hybrid Fi-Wi indoor network
Author :
DebBarma, Diptanil ; Qing Wang ; Niemegeers, Ignas G. M. M. ; de Groot, Sonia Heemstra ; Lo, Anthony
Author_Institution :
Eindhoven Univ. of Technol., Eindhoven, Netherlands
Abstract :
As more bandwidth hogging applications like video streaming or video conferencing are entering the telecom market, indoor networks need to be more efficient, failure-resilient and flexible. WiFi have predominantly been the most ubiquitous indoor wireless technology. WiFi Access Points (APs) are placed progressively in indoor locations resulting in highly congested ISM spectrum bands. Thus users are experience diminishing data rates. Hybrid Fiber-Wireless (Fi-Wi) architecture are pursued as the way forward for such large indoor networks. Fi-Wi provides a future proof backbone for supporting multiple wireless technologies indoor via a centralized controlled architecture. A residential gateway namely Home Communication Controller (HCC) hosts all APs and serve as the brain of the indoor network. Cell Access Nodes (CANs) located inside each room distributes the radio signals and are connected to the HCC (i.e. APs) using different optical wavelengths. The flexibility of the architecture makes it possible to switch the connection of APs with a different set of CANs periodically in order to reduce the congestion level of the whole network. Game theory is regarded as a major mathematical tool in formulating such congestion control problems. In this work we formulate the problem of congestion control using coalition game theory and propose a centralized assignment algorithm to dynamically assign CANs to APs. We prove that the assignment algorithm terminates in a stable partition which attains optimal grand aggregate utility for the network. The simulation results project a maximum decrease of 45% congestion level with 200 non-uniformly distributed users in the network.
Keywords :
game theory; internetworking; network servers; telecommunication congestion control; wireless LAN; AP; CAN; HCC hosts; ISM spectrum bands; access points; bandwidth hogging applications; cell access nodes; centralized assignment algorithm; centralized controlled architecture; coalition game-theory-based congestion control; congestion level reduction; data rates; home communication controller hosts; hybrid Fi-Wi indoor network; hybrid fiber-wireless architecture; indoor locations; mathematical tool; optical wavelengths; optimal grand aggregate utility; proof backbone; radio signals; residential gateway; telecom market; ubiquitous indoor wireless technology; video conferencing; video streaming; Aggregates; Computer architecture; Games; Measurement; Microprocessors; Quality of service; Silicon; Airtime cost; Coalition Theory; Radio over Fiber;
Conference_Titel :
Future Generation Communication Technology (FGCT), 2014 Third International Conference on
Conference_Location :
Luton
DOI :
10.1109/FGCT.2014.6933222