Title : 
On the modeling of a realistic wireless channel by means of a Hidden Markov Process
         
        
            Author : 
Gómez, David ; Agüero, Ramón ; García-Arranz, Marta ; Muñoz, Luis
         
        
            Author_Institution : 
Univ. de Cantabria, Santander, Spain
         
        
        
        
        
        
            Abstract : 
In this work we deal with the analysis of different channel models, which aim to replicate the bursty characteristic of real indoor wireless channels within a network simulation framework. In particular, we focus on the performance of Hidden Markov Processes, comparing it with other alternatives, such as the legacy models which the ns-3 network simulator implements by default and another one whose operation is based on the estimation of the received signal strength by means of an auto-regressive filter.
         
        
            Keywords : 
autoregressive processes; filtering theory; hidden Markov models; indoor radio; wireless channels; NS-3 network simulator; autoregressive filter; hidden Markov process; indoor wireless channels; network simulation framework; realistic wireless channel modelling; received signal strength estimation; Channel models; Error analysis; Hidden Markov models; IEEE 802.11 Standards; Loss measurement; Throughput; Wireless communication; Hidden Markov Process; Wireless channel; channel memory; error bursts;
         
        
        
        
            Conference_Titel : 
Wireless and Mobile Computing, Networking and Communications (WiMob), 2012 IEEE 8th International Conference on
         
        
            Conference_Location : 
Barcelona
         
        
        
            Print_ISBN : 
978-1-4673-1429-9
         
        
        
            DOI : 
10.1109/WiMOB.2012.6379104