LEACH is a hierarchical protocol in which most nodes transmit to cluster heads, and the cluster heads aggregate and compress the data and forward it to the base station(sink). Each node uses a stochastic algorithm at each round to determine whether it will become a cluster head in this round. LEACH assumes that each node has a radio powerful enough to directly reach the base station or the nearest cluster head, but that using this radio at full power all the time would waste energy.
Nodes that have been cluster heads cannot become cluster heads again for P rounds, where P is the desired percentage of cluster heads. Thereafter, each node has a 1/P probability of becoming a cluster head in each round. At the end of each round, each node that is not a cluster head selects the closest cluster head and joins that cluster. The cluster head then creates a schedule for each node in its cluster to transmit its data.
All nodes that are not cluster heads only communicate with the cluster head in a TDMA fashion, according to the schedule created by the cluster head. They do so using the minimum energy needed to reach the cluster head, and only need to keep their radios on during their time slot.
LEACH also uses CDMA so that each cluster uses a different set of CDMA codes, to minimize interference between clusters.
MATLAB release MATLAB 8.0 (R2012b)
Other requirements Windows x64
clear;
%%%%%%%%%%%%%%%%%%%%%%%%% PARAMETERS %%%%%%%%%%%%%%%%%%%%%%%%%%%%
%Field Dimensions - x and y maximum (in meters)/ Tarife Size mohite shabake(m)
xm=100;
ym=100;
%x and y Coordinates of the Sink /
sink.x=0.5*xm;
sink.y=0.5*ym;
%Number of Nodes in the field / Tedade Node haye shabake
n=100
%Optimal Election Probability of a node to become cluster head/ Ehtemale Entekhab Node be onvane Cluster Head
p=0.1;
%Energy Model (all values in Joules)/ Energy ha bar hasbe Joule
%Initial Energy / Energy Avaliye
Eo=0.5;
%Eelec=Etx=Erx
ETX=50*0.000000001;
ERX=50*0.000000001;
%Transmit Amplifier types / Ghodrate Ersal
Efs=10*0.000000000001;
Emp=0.0013*0.000000000001;
%Data Aggregation Energy/ Energy Masrafi Tajmie Dade
EDA=5*0.000000001;
%Values for Hetereogeneity
%Percentage of nodes than are advanced
m=0.1;
%\alpha
a=1;
%maximum number of rounds/ Max tedade round ha
rmax=200
%%%%%%%%%%%%%%%%%%%%%%%%% END OF PARAMETERS %%%%%%%%%%%%%%%%%%%%%%%%
%Computation of do/
do=sqrt(Efs/Emp);
%Creation of the random Sensor Network/ Tolide Randome shabake
figure(1);
for i=1:1:n
S(i).xd=rand(1,1)*xm;
XR(i)=S(i).xd;
S(i).yd=rand(1,1)*ym;
YR(i)=S(i).yd;
S(i).G=0;
%initially there are no cluster heads only nodes/ Dar ebteda hich Cluster Head i mojud nist
S(i).type='N';
temp_rnd0=i;
%Random Election of Normal Nodes/ Entekhabe Tasadofi Node ha
if (temp_rnd0>=m*n+1)
S(i).E=Eo;
S(i).ENERGY=0;
plot(S(i).xd,S(i).yd,'o');
hold on;
end
%Random Election of Advanced Nodes/ Entekhab Tasadofie CH ha
if (temp_rnd0<m*n+1)
S(i).E=Eo*(1+a)
S(i).ENERGY=1;
plot(S(i).xd,S(i).yd,'+');
hold on;
end
end
S(n+1).xd=sink.x;
S(n+1).yd=sink.y;
plot(S(n+1).xd,S(n+1).yd,'x');
%First Iteration
figure(1);
%counter for CHs/ Tedade Cluster Head ha
countCHs=0;
%counter for CHs per round/ Tedade CH haye har Round
rcountCHs=0;
cluster=1;
countCHs;
rcountCHs=rcountCHs+countCHs;
flag_first_dead=0;
for r=0:1:rmax
r
%Operation for epoch/ Formule entekhabe CH
if(mod(r, round(1/p) )==0)
for i=1:1:n
S(i).G=0;
S(i).cl=0;
end
end
hold off;
%Number of dead nodes/ Tedade Node haye morde dar kol
dead=0;
%Number of dead Advanced Nodes/ Tedade Node haye CH morde
dead_a=0;
%Number of dead Normal Nodes/ Tedade Node haye morde mamuli
dead_n=0;
%counter for bit transmitted to Bases Station and to Cluster Heads/ Tedade packet haye ersali be BS
packets_TO_BS=0;
packets_TO_CH=0;
%counter for bit transmitted to Bases Station and to Cluster Heads /Tedade packet haye Ersali be BS dar har round
%per round
PACKETS_TO_CH(r+1)=0;
PACKETS_TO_BS(r+1)=0;
figure(1);
for i=1:1:n
%checking if there is a dead node/ Check kardane zende budane Node ha
if (S(i).E<=0)
plot(S(i).xd,S(i).yd,'red .');
dead=dead+1;
if(S(i).ENERGY==1)
dead_a=dead_a+1;
end
if(S(i).ENERGY==0)
dead_n=dead_n+1;
end
hold on;
end
if S(i).E>0
S(i).type='N';
if (S(i).ENERGY==0)
plot(S(i).xd,S(i).yd,'o');
end
if (S(i).ENERGY==1)
plot(S(i).xd,S(i).yd,'+');
end
hold on;
end
end
plot(S(n+1).xd,S(n+1).yd,'x');
STATISTICS(r+1).DEAD=dead;
DEAD(r+1)=dead;
DEAD_N(r+1)=dead_n;
DEAD_A(r+1)=dead_a;
%When the first node dies/ Pas az marge avalin Node
if (dead==1)
if(flag_first_dead==0)
first_dead=r
flag_first_dead=1;
end
end
countCHs=0;
cluster=1;
for i=1:1:n
if(S(i).E>0)
temp_rand=rand;
if ( (S(i).G)<=0)
%Election of Cluster Heads/ Entekhabe CH
if(temp_rand<= (p/(1-p*mod(r,round(1/p)))))
countCHs=countCHs+1;
packets_TO_BS=packets_TO_BS+1;
PACKETS_TO_BS(r+1)=packets_TO_BS;
S(i).type='C';
S(i).G=round(1/p)-1;
C(cluster).xd=S(i).xd;
C(cluster).yd=S(i).yd;
plot(S(i).xd,S(i).yd,'k*');
distance=sqrt( (S(i).xd-(S(n+1).xd) )^2 + (S(i).yd-(S(n+1).yd) )^2 );
C(cluster).distance=distance;
C(cluster).id=i;
X(cluster)=S(i).xd;
Y(cluster)=S(i).yd;
cluster=cluster+1;
%Calculation of Energy dissipated/ Mohasebe energy masrafi
distance;
if (distance>do)
S(i).E=S(i).E- ( (ETX+EDA)*(4000) + Emp*4000*( distance*distance*distance*distance ));
end
if (distance<=do)
S(i).E=S(i).E- ( (ETX+EDA)*(4000) + Efs*4000*( distance * distance ));
end
end
end
end
end
STATISTICS(r+1).CLUSTERHEADS=cluster-1;
CLUSTERHS(r+1)=cluster-1;
%Election of Associated Cluster Head for Normal Nodes/ Entekhabe CH marbute baraye Node haye mamuli
for i=1:1:n
if ( S(i).type=='N' && S(i).E>0 )
if(cluster-1>=1)
min_dis=sqrt( (S(i).xd-S(n+1).xd)^2 + (S(i).yd-S(n+1).yd)^2 );
min_dis_cluster=1;
for c=1:1:cluster-1
temp=min(min_dis,sqrt( (S(i).xd-C(c).xd)^2 + (S(i).yd-C(c).yd)^2 ) );
if ( temp<min_dis )
min_dis=temp;
min_dis_cluster=c;
end
end
%Energy dissipated by associated Cluster Head/ Mohasebe energy masrafi CH ha
min_dis;
if (min_dis>do)
S(i).E=S(i).E- ( ETX*(4000) + Emp*4000*( min_dis * min_dis * min_dis * min_dis));
end
if (min_dis<=do)
S(i).E=S(i).E- ( ETX*(4000) + Efs*4000*( min_dis * min_dis));
end
%Energy dissipated/ Masrafe energy kol
if(min_dis>0)
S(C(min_dis_cluster).id).E = S(C(min_dis_cluster).id).E- ( (ERX + EDA)*4000 );
PACKETS_TO_CH(r+1)=n-dead-cluster+1;
end
S(i).min_dis=min_dis;
S(i).min_dis_cluster=min_dis_cluster;
end
end
end
hold on;
countCHs;
rcountCHs=rcountCHs+countCHs;
end
% DEAD : a rmax x 1 array of number of dead nodes/round %
% DEAD_A : a rmax x 1 array of number of dead Advanced nodes/round %
% DEAD_N : a rmax x 1 array of number of dead Normal nodes/round %
% CLUSTERHS : a rmax x 1 array of number of Cluster Heads/round %
% PACKETS_TO_BS : a rmax x 1 array of number packets send to Base Station/round %
% PACKETS_TO_CH : a rmax x 1 array of number of packets send to ClusterHeads/round %
% first_dead: the round where the first node died
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