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-rw-r--r--results/analysis4_scalability.R118
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diff --git a/results/analysis4_scalability.R b/results/analysis4_scalability.R
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-library("tidyverse")
-library("ggthemes")
-library("gridExtra")
-library("patchwork")
-library(RColorBrewer)
-
-data=read_csv("results_scalability.csv")
-r_=function(x){round(x,digits=1)}
-color=function(){scale_fill_brewer(palette = "Accent")}
-color2=function(){scale_fill_brewer(palette = "Set2")}
-nolegend=function(){theme(legend.position="none")}
-simkeys=unique(data$simkey)
-nsimkeys=length(simkeys)
-s_=function(x){if(x<0){return("")}else{return("+")}}
-simkey_rename=function(key){
- if(key=="hint")
- return("Hints")
- if(key=="baseline")
- return("Baseline")
- if(key=="extended")
- return("Extended")
- if(key=="hintandextended")
- return("Hints+Extended")
- return(key)
-}
-dformat=function(data){
- data%>%rowwise()%>%mutate(simkey=simkey_rename(simkey))%>%mutate(wireless=ifelse(wireless=="lora","LoRa","Nb-IoT"))
-}
-g_legend <- function(a.gplot){
- tmp <- ggplot_gtable(ggplot_build(a.gplot))
- leg <- which(sapply(tmp$grobs, function(x) x$name) == "guide-box")
- legend <- tmp$grobs[[leg]]
- legend
-}
-
-custom_theme=function(){theme_clean()+ theme(plot.background=element_blank())}
-
-data=data%>%dformat()
-
-# Compute delivery success
-statsSuccess=data%>%filter(isSender!=0)%>%group_by(wireless,wakeupfor,n_nodes,seed,simkey)%>%summarize(success=mean(nSend))%>%ungroup()
-data=data%>%left_join(statsSuccess,by=c("wireless","wakeupfor","n_nodes","seed","simkey"))
-
-# Computer stats senders
-statsSender=data%>%filter(isSender!=0)%>%group_by(wireless,wakeupfor,n_nodes,seed,simkey)%>%summarize(success=mean(success),energy=mean(energy))%>%ungroup()
-statsSender=statsSender%>%group_by(wireless,wakeupfor,n_nodes,simkey)%>%summarize(success_sd=sd(success),success=mean(success),energy_sd=sd(energy),energy=mean(energy))%>%ungroup()
-
-# Computer stats receiver
-statsReceiver=data%>%filter(isSender==0)%>%group_by(wireless,wakeupfor,n_nodes,seed,simkey)%>%summarize(success=mean(success),energy=mean(energy))%>%ungroup()
-statsReceiver=statsReceiver%>%group_by(wireless,wakeupfor,n_nodes,simkey)%>%summarize(success_sd=sd(success),success=mean(success),energy_sd=sd(energy),energy=mean(energy))%>%ungroup()
-
-
-# Energy
-sender60sPlotEnergy=ggplot(statsSender%>%filter(wakeupfor==60),aes(n_nodes,energy,color=simkey,group=simkey))+
- geom_ribbon(aes(ymin=energy-energy_sd, ymax=energy+energy_sd,fill=simkey),linetype=1,alpha=0.4)+
- geom_point()+geom_line()+
- facet_wrap(~wireless)+xlab("Number of node")+ylab("Energy consumption (J)")+labs(colour="Policy")+custom_theme()+theme(legend.position="top")+ggtitle("Sender")+
- guides(colour=FALSE,fill=guide_legend(title="Policy"))
-
-sender180sPlotEnergy=ggplot(statsSender%>%filter(wakeupfor==180),aes(n_nodes,energy,color=simkey,group=simkey))+
- geom_ribbon(aes(ymin=energy-energy_sd, ymax=energy+energy_sd,fill=simkey),linetype=1,alpha=0.4)+
- geom_point()+geom_line()+
- facet_wrap(~wireless)+xlab("Number of node")+ylab("Energy consumption (J)")+labs(colour="Policy")+custom_theme()+theme(legend.position="top")+ggtitle("Sender")+
- guides(colour=FALSE,fill=guide_legend(title="Policy"))
-
-
-receiver60sPlotEnergy=ggplot(statsReceiver%>%filter(wakeupfor==60),aes(n_nodes,energy,color=simkey,group=simkey))+
- geom_ribbon(aes(ymin=energy-energy_sd, ymax=energy+energy_sd,,fill=simkey),linetype=1,alpha=0.4)+
- geom_point()+geom_line()+
- facet_wrap(~wireless)+xlab("Number of node")+ylab("Energy consumption (J)")+labs(colour="Policy") + custom_theme()+theme(legend.position="top")+ggtitle("Receiver")+
- guides(colour=FALSE,fill=guide_legend(title="Policy"))
-
-receiver180sPlotEnergy=ggplot(statsReceiver%>%filter(wakeupfor==180),aes(n_nodes,energy,color=simkey,group=simkey))+
- geom_ribbon(aes(ymin=energy-energy_sd, ymax=energy+energy_sd,fill=simkey),linetype=1,alpha=0.4)+
- geom_point()+geom_line()+
- facet_wrap(~wireless)+xlab("Number of node")+ylab("Energy consumption (J)")+labs(colour="Policy")+custom_theme()+theme(legend.position="top")+ggtitle("Receiver")+
- guides(colour=FALSE,fill=guide_legend(title="Policy"))
-
-# Success
-sender60sPlotSuccess=ggplot(statsSender%>%filter(wakeupfor==60),aes(n_nodes,success,color=simkey,group=simkey))+
- geom_ribbon(aes(ymin=success-success_sd, ymax=success+success_sd,fill=simkey),linetype=1,alpha=0.4)+
- geom_point()+geom_line()+
- facet_wrap(~wireless)+xlab("Number of node")+ylab("Number of delivery success")+labs(colour="Policy")+custom_theme()+theme(legend.position="top")+
- theme(panel.background = element_rect(fill = '#EFEFEF', color=NA))+guides(colour=FALSE,fill=guide_legend(title="Policy"))
-
-sender180sPlotSuccess=ggplot(statsSender%>%filter(wakeupfor==180),aes(n_nodes,success,color=simkey,group=simkey))+
- geom_ribbon(aes(ymin=success-success_sd, ymax=success+success_sd,fill=simkey),linetype=1,alpha=0.4)+
- geom_point()+geom_line()+
- facet_wrap(~wireless)+xlab("Number of node")+ylab("Number of delivery success")+labs(colour="Policy")+custom_theme()+theme(legend.position="top")+
- theme(panel.background = element_rect(fill = '#EFEFEF', color=NA))+guides(colour=FALSE,fill=guide_legend(title="Policy"))
-
-
-receiver60sPlotSuccess=ggplot(statsReceiver%>%filter(wakeupfor==60),aes(n_nodes,success,color=simkey,group=simkey))+
- geom_ribbon(aes(ymin=success-success_sd, ymax=success+success_sd,fill=simkey),linetype=1,alpha=0.4)+
- geom_point()+geom_line()+
- facet_wrap(~wireless)+xlab("Number of node")+ylab("Number of delivery success")+labs(colour="Policy") + custom_theme()+theme(legend.position="top")+
- theme(panel.background = element_rect(fill = '#EFEFEF', color=NA))+guides(colour=FALSE,fill=guide_legend(title="Policy"))
-
-receiver180sPlotSuccess=ggplot(statsReceiver%>%filter(wakeupfor==180),aes(n_nodes,success,color=simkey,group=simkey))+
- geom_ribbon(aes(ymin=success-success_sd, ymax=success+success_sd,fill=simkey),linetype=1,alpha=0.4)+
- geom_point()+geom_line()+
- facet_wrap(~wireless)+xlab("Number of node")+ylab("Number of delivery success")+labs(colour="Policy")+custom_theme()+theme(legend.position="top")+
- theme(panel.background = element_rect(fill = '#EFEFEF', color=NA))+guides(colour=FALSE,fill=guide_legend(title="Policy"))
-
-
-
-w1=7
-h1=4
-w2=15
-h2=4
-ggsave("scalability_60s_sender_energy.pdf",plot=sender60sPlotEnergy+guides(fill = FALSE, color = FALSE),width=w1,height=h1)
-ggsave("scalability_60s_receiver_energy.pdf",plot=receiver60sPlotEnergy+guides(fill = FALSE, color = FALSE),width=w1,height=h1)
-ggsave("scalability_60s_success.pdf",plot=sender60sPlotSuccess,width=w2,height=h2)
-
-ggsave("scalability_180s_sender_energy.pdf",plot=sender180sPlotEnergy+guides(fill = FALSE, color = FALSE),width=w1,height=h1)
-ggsave("scalability_180s_receiver_energy.pdf",plot=receiver180sPlotEnergy+guides(fill = FALSE, color = FALSE),width=w1,height=h1)
-ggsave("scalability_180s_success.pdf",plot=sender180sPlotSuccess,width=w2,height=h2)
-