Research Article

Communication Analysis of Network-Centric Warfare via Transformation of System of Systems Model into Integrated System Model Using Neural Network

Table 1

Related works for construction of the traffic and mobility model.

Model typePros and consKinds of traffic and mobility model

Generator model not based on the dataPros
(i) Can be used as an alternative if there is no available traffic or mobility data
Cons
(i) Is limited in terms of expressiveness
Traffic model
(i) Statistical traffic model [26ā€“29]
Mobility model
(i) Reference point group mobility model [32, 33]
(ii) Hierarchical group mobility model [34]
(iii) Ad hoc user-defined model [35]

Generator model based on the dataPros
(i) Enhances the reality of the traffic and mobility
Cons
(i) Requires the traffic or mobility data for learning
Traffic model
(i) Traffic model from data in the real world [30, 31]
Mobility model
(i) Mobility model from data in the real world [36, 37]