User-Centric Optimum Radio Access Selection in Heterogeneous Wireless Networks Based on Neural Network Dynamics

2008 ◽  
Author(s):  
Mikio Hasegawa ◽  
Ha Nguyen Tran ◽  
Goh Miyamoto ◽  
Hiroshi Harada ◽  
Shuzo Kato ◽  
...  
Keyword(s):  
Neural Network ◽  
Wireless Networks ◽  
Heterogeneous Wireless Networks ◽  
Network Dynamics ◽  
Access Selection ◽  
Radio Access ◽  
Neural Network Dynamics ◽  
User Centric

scholarly journals A User-Oriented Intelligent Access Selection Algorithm in Heterogeneous Wireless Networks

2020 ◽  
Vol 2020 ◽  
pp. 1-20
Author(s):  
Gen Liang ◽  
Xiaoxue Guo ◽  
Guoxi Sun ◽  
Jingcheng Fang
Keyword(s):  
Neural Network ◽  
Wireless Networks ◽  
Fuzzy Neural Network ◽  
Heterogeneous Wireless Networks ◽  
User Preference ◽  
Selection Algorithm ◽  
Access Selection ◽  
Candidate Network ◽  
Fuzzy Neural ◽  
Calculation Module

A heterogeneous wireless network (HWN) contains many kinds of wireless networks with overlapping areas of signal coverage. One of the research topics on HWNs is how to make users choose the most suitable network. This paper designs a user-oriented intelligent access selection algorithm in HWNs with five modules (input, user preference calculation, candidate network score calculation, output, and learning). Essentially, the input module uses a utility function to calculate the utility value of the judgment parameter; the user preference calculation module calculates the weight of the judgment parameter using the fuzzy analysis hierarchy process (FAHP) approach; the candidate network score calculation module calculates the network score through a fuzzy neural network; the output module calculates the error between the actual output value and the expected output value; and the learning module corrects the parameter of the membership function in the fuzzy neural network structure according to the error. Simulation results show that the algorithm proposed in this paper can enable users to select the most suitable network according to service characteristics and can enable users to obtain higher gains.

scholarly journals Transient neural network dynamics in cognitive ageing

2021 ◽  
Author(s):  
Roni Tibon ◽  
Kamen A. Tsvetanov ◽  
Darren Price ◽  
David Nesbitt ◽  
Cam CAN ◽  
...  
Keyword(s):  
Neural Network ◽  
Network Dynamics ◽  
Cognitive Ageing ◽  
Neural Network Dynamics

scholarly journals Neural network dynamics underlying gamma synchronization deficits in schizophrenia

2021 ◽  
Vol 107 ◽  
pp. 110224
Author(s):  
Daisuke Koshiyama ◽  
Makoto Miyakoshi ◽  
Yash B. Joshi ◽  
Juan L. Molina ◽  
Kumiko Tanaka-Koshiyama ◽  
...  
Keyword(s):  
Neural Network ◽  
Network Dynamics ◽  
Neural Network Dynamics
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