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Diffstat (limited to 'results/analysis4_scalability.R')
| -rw-r--r-- | results/analysis4_scalability.R | 118 |
1 files changed, 0 insertions, 118 deletions
diff --git a/results/analysis4_scalability.R b/results/analysis4_scalability.R deleted file mode 100644 index b1dae61..0000000 --- a/results/analysis4_scalability.R +++ /dev/null @@ -1,118 +0,0 @@ -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) - |
