Accesso libero

MDRP: An Energy-Efficient Multi-Disjoint Routing protocol in WSNs for Smart Grids

INFORMAZIONI SU QUESTO ARTICOLO

Cita

Figure 1:

Asynchronous work-sleep cycle approach for nodes in the network.
Asynchronous work-sleep cycle approach for nodes in the network.

Figure 2:

Illustration of probe message transmission.
Illustration of probe message transmission.

Figure 3:

Probe message transmission.
Probe message transmission.

Figure 4:

Membership functions for input variables.
Membership functions for input variables.

Figure 5:

Membership function for output variables.
Membership function for output variables.

Figure 6:

Subsequent hop node selection.
Subsequent hop node selection.

Figure 7:

Multi disjoint path selection for data communication on the spanning tree.
Multi disjoint path selection for data communication on the spanning tree.

Figure 8:

Energy consumed by nodes in the network.
Energy consumed by nodes in the network.

Figure 9:

Hop count variation with increase in radio range.
Hop count variation with increase in radio range.

Figure 10:

Energy consumed vs network simulation time.
Energy consumed vs network simulation time.

Figure 11:

Packet delivery ratio.
Packet delivery ratio.

Figure 12:

Network lifetime.
Network lifetime.

Figure 13:

Avg end to end delay.
Avg end to end delay.

The design of the probe message.

Field Sid Work sleep cycle STF Adjacent node id Sink id Fid EOH

Fuzzy decision rules.

Residual energy Queue size STF Link quality Chance of becoming subsequent node
Low Low Low Poor Low
Low Low Low Moderate Low
Low Low Low Good Weak
Low Low Medium Poor Low
Low Low Medium Moderate Medium
Low Low Medium Good Medium
Low Low High Poor Weak
Low Low High Moderate Weak
Low Low High Good Medium
Low Medium Low Poor Low
Low Medium Low Moderate Low
Low Medium Low Good Low
Low Medium Medium Poor Low
Low Medium Medium Moderate Weak
Low Medium Medium Good Medium
Low Medium High Poor Low
Low Medium High Moderate Weak
Low Medium High Good Medium
Low High Low Poor Low
Low High Low Moderate Low
Low High Low Good Low
Low High Medium Poor Low
Low High Medium Moderate Weak
Low High Medium Good Medium
Low High High Poor Weak
Low High High Moderate Medium
Low High High Good High
Medium Low High Poor Low
Medium Low High Moderate Low
High Low Low Poor Low
High Low Low Moderate Low
High Low Low Good Weak
High Low Medium Poor Low
High Low Medium Moderate Weak
High Low Medium Good Medium
High Low High Poor Low
High Low High Moderate Weak
High Low High Good Medium
High Medium Low Poor Weak
High Medium Low Moderate Medium
High Medium Low Good High
High Medium Medium Poor Medium
High Medium Medium Moderate High
High Medium Medium Good Very High
High Medium High Poor Medium
High Medium High Moderate High
High Medium High Good Very High
High High Low Poor Weak
High High Low Moderate Medium

Simulation attributes.

Parameters Values
Size of the network (500 × 500) m2
No of mobile sink 1
No of nodes in the network 500
Mobility pattern random
Time duration for data collection 600 s
Communication range between sensor nodes 20 m
Node’s initial energy 2 J
Size of the buffer 1,024 bits
Eelec 50 nJ/bit
E 0.0013 pJ/bit/m4
Size of probe message 120 bits
Size of data packet 1,024 bits

Fuzzy I/O variables and their linguistic terms.

I/O variables Linguistic variables
Residual energy of node (NRE) Low, Medium, High
Queue size (QS) Low, Medium, High
Status transition frequency (STF) Low, Medium, High
Link quality (LQ) Poor, Moderate, Good
Possibility of turning into subsequent node for hopping Low, Weak, Medium, High, Very high
eISSN:
1178-5608
Lingua:
Inglese
Frequenza di pubblicazione:
Volume Open
Argomenti della rivista:
Engineering, Introductions and Overviews, other