Title :
An MDP-Based Handover Decision Algorithm in Hierarchical LTE Networks
Author :
Pan, Jun ; Zhang, Wenyi
Author_Institution :
Dept. of Electron. Eng. & Inf. Sci., Univ. of Sci. & Technol. of China, Hefei, China
Abstract :
Hierarchical macrocell and femtocell networks aim to provide seamless roaming and improve network capacity. UEs moving in such networks may experience frequent handovers. In this paper, a handover decision algorithm considering data arrival, handover delay and signaling cost is proposed based on Markov decision processes. The expected total reward seeks a balance between transmission latency and handover signaling overhead, under dynamic traffic arrivals. A typical scenario is simulated, where a UE roams in a macrocell, passing through an array of femtocells with different connection capacities, and the simulation experiment indicates the effectiveness of the proposed algorithm.
Keywords :
Long Term Evolution; Markov processes; decision theory; femtocellular radio; mobility management (mobile radio); telecommunication traffic; Markov decision processes; data arrival; dynamic traffic arrival; handover decision algorithm; handover delay; handover signaling overhead; hierarchical LTE network; hierarchical femtocell network; hierarchical macrocell network; network capacity; seamless roaming; signaling cost; transmission latency; Delay; Heuristic algorithms; Macrocell networks; Mathematical model; Ultrafast electronics;
Conference_Titel :
Vehicular Technology Conference (VTC Fall), 2012 IEEE
Conference_Location :
Quebec City, QC
Print_ISBN :
978-1-4673-1880-8
Electronic_ISBN :
1090-3038
DOI :
10.1109/VTCFall.2012.6398908