diff options
Diffstat (limited to 'results/analysis.R')
| -rw-r--r-- | results/analysis.R | 40 |
1 files changed, 34 insertions, 6 deletions
diff --git a/results/analysis.R b/results/analysis.R index 2e2bed0..837daf6 100644 --- a/results/analysis.R +++ b/results/analysis.R @@ -3,9 +3,18 @@ library("knitr") data=read_csv("results.csv") -final=data%>%group_by(simkey,wireless,wakeupfor)%>%summarize(wireless=first(wireless),sd=sd(energy),wakeupfor=first(wakeupfor),energy=mean(energy)) +finalEnergy=data%>%group_by(simkey,wireless,wakeupfor)%>%summarize(wireless=first(wireless),sd=sd(energy),wakeupfor=first(wakeupfor),energy=mean(energy)) +finalStats=data%>%group_by(simkey,wireless,wakeupfor,seed)%>% + summarise(success=sum(nSend),totalUptime=mean(totalUptime))%>% + ungroup()%>%group_by(simkey,wireless,wakeupfor)%>% + summarise(sd=sd(success),success=mean(success),totalUptime=first(totalUptime)) -ggplot(final,aes(x=simkey,y=energy,fill=wireless))+ +# Add nSendFail to stats +sendFail=data%>%filter(node=="on0")%>%group_by(simkey,wireless,wakeupfor)%>%summarise(nSendFail=mean(nSendFail)) +finalStats=finalStats%>%left_join(sendFail,by=c("simkey","wireless","wakeupfor")) + +# Generate plots +ggplot(finalEnergy,aes(x=simkey,y=energy,fill=wireless))+ geom_bar(stat="identity",position=position_dodge())+ xlab("Scenarios")+ylab("Energy (J)")+ geom_errorbar(position=position_dodge(0.9),aes(ymin=energy-sd, ymax=energy+sd),width=0.5,size=1.5,) + @@ -13,15 +22,34 @@ ggplot(final,aes(x=simkey,y=energy,fill=wireless))+ geom_text(aes(label = round(energy+sd), y= energy+sd),vjust=-0.4,position=position_dodge(0.9))+ geom_text(aes(label = round(energy-sd), y= energy-sd),vjust=+1.5,position=position_dodge(0.9))+ geom_text(aes(label = round(energy), y= energy/2),fontface="bold",colour="white",position=position_dodge(0.9)) +ggsave("energy.png") + + +ggplot(finalStats,aes(x=simkey,y=success,fill=wireless))+ + geom_bar(stat="identity",position=position_dodge())+ + xlab("Scenarios")+ylab("Energy (J)")+ + geom_errorbar(position=position_dodge(0.9),aes(ymin=success-sd, ymax=success+sd),width=0.5,size=1.5,) + + geom_text(aes(label = round(success+sd,digits=1), y= success+sd),vjust=-0.4,position=position_dodge(0.9))+ + geom_text(aes(label = round(success-sd,digits=1), y= success-sd),vjust=+1.5,position=position_dodge(0.9))+ + geom_text(aes(label = round(success,digits=1), y= success/2),fontface="bold",colour="white",position=position_dodge(0.9))+ + facet_wrap(~ wakeupfor) + +ggsave("success.png") -ggsave("figure.png") +tf="tables-energy.org" +write("",file=tf) +for(wake in unique(data$wakeupfor)){ + write(kable(finalEnergy%>%filter(wireless=="lora",wakeupfor==wake)),file=tf,append=TRUE) + write("\n",file=tf,append=TRUE) + write(kable(finalEnergy%>%filter(wireless=="nbiot",wakeupfor==wake)),file=tf,append=TRUE) + write("\n",file=tf,append=TRUE) +} -tf="tables.org" +tf="tables-stats.org" write("",file=tf) for(wake in unique(data$wakeupfor)){ - write(kable(final%>%filter(wireless=="lora",wakeupfor==wake)),file=tf,append=TRUE) + write(kable(finalStats%>%filter(wireless=="lora",wakeupfor==wake)),file=tf,append=TRUE) write("\n",file=tf,append=TRUE) - write(kable(final%>%filter(wireless=="nbiot",wakeupfor==wake)),file=tf,append=TRUE) + write(kable(finalStats%>%filter(wireless=="nbiot",wakeupfor==wake)),file=tf,append=TRUE) write("\n",file=tf,append=TRUE) } |
