Title :
Design and Implementation of A Distributed Radio Resource Usage Optimization Algorithm for Heterogeneous Wireless Networks
Author :
Hasegawa, Mikio ; Takeda, Taichi ; Miyamoto, Goh ; Tran, H.N. ; Murakami, Homare ; Ishizu, Kentaro ; Filin, Stanislav ; Harada, Hiroshi
Author_Institution :
Dept. of Electr. Eng., Tokyo Univ. of Sci., Tokyo, Japan
Abstract :
We have designed and implemented a radio access network selection algorithm for heterogeneous wireless network environment, in which mobile terminals can adaptively and seamlessly handover among different radio access technologies. We propose a radio resource usage optimization algorithm without centralized computation on the network side, which is based on the Hopfield neural network dynamics whose energy function autonomously minimizes by distributed update of each neuron. We have implemented the proposed algorithm on an experimental heterogeneous wireless network system, which includes functionalities defined in IEEE 1900.4. First, we show that the proposed algorithm can optimize fairness of the throughput by numerical simulation. Then, we show that our algorithm works correctly and optimizes radio resource usage also on the experimental wireless network by distributed handover decisions on the terminal side.
Keywords :
Hopfield neural nets; IEEE standards; radio access networks; telecommunication computing; Hopfield neural network dynamics; IEEE 1900.4; distributed radio resource usage optimization; energy function; heterogeneous wireless networks; mobile terminals; radio access networks; vertical handover; Algorithm design and analysis; Computer networks; Design optimization; Distributed computing; Hopfield neural networks; Neurons; Numerical simulation; Radio access networks; Throughput; Wireless networks;
Conference_Titel :
Vehicular Technology Conference Fall (VTC 2009-Fall), 2009 IEEE 70th
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4244-2514-3
Electronic_ISBN :
1090-3038
DOI :
10.1109/VETECF.2009.5378890