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IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 292
ENERGY EFFICIENCY IN IEEE 802.11 STANDARD WLAN THROUGH
MWTDP
Anupam Das1
, Shikhar Kumar Sarma2
1
Assistant Professor, Department of Computer Science & IT, Cotton College, Assam, India adas_arya@rediffmail.com
2
Professor and Head, Computer and IT, Gauhati University, Assam, India, sks001@email.com
Abstract
The main goal of this work is to achieve the energy efficiency in 802.11 WLAN through minimizing the energy consumption in the
network. In this proposed study, we introduced a modification in DCF for enhancing the performance of WLAN and it is achieved
by giving a new definition for the DCF function of transmission. Generally, in DCF the way AP transmits for the various nodes is
one-way during the process of polling. The proposed function modification for DCF enhances the IEEE 802.11 standard DCF
Multi-Way Transmission DCF Protocol (MWTDP) with an improved version MWTDP it gives a low-complexity mechanism by
which the active and non-active stations in the BSS save energy during the process of polling. With the inception of MWTDP
transmissions are taken place in multi-way the access to the WLAN channel for mobile nodes in the list generated for polling with
the SIFS interval whenever the transmission in receiving data packet from AP.
Index Terms: MWTDP (Multi-Way transmission DCF Protocol), WLAN (Wireless LAN), DCF(Distributed
Coordination Function)
--------------------------------------------------------------------***----------------------------------------------------------------------
1. INTRODUCTION
The main goal of this work is to achieve the energy
efficiency in 802.11 WLAN through minimizing the energy
consumption in the network. In this proposed study, we
introduced a modification in DCF for enhancing the
performance of WLAN and it is achieved by giving a new
definition for the DCF function of transmission. Generally,
in DCF the way AP transmits for the various nodes is one-
way during the process of polling. The proposed function
modification for DCF enhances the IEEE 802.11 standard
DCF Multi-Way Transmission DCF Protocol (MWTDP)
with an improved version MWTDP it gives a low-
complexity mechanism by which the active and non-active
stations in the BSS save energy during the process of
polling. With the inception of MWTDP transmissions are
taken place in multi-way the access to the WLAN channel
for mobile nodes in the list generated for polling with the
SIFS interval whenever the transmission in receiving data
packet from AP.
2. METHODOLOGY
The proposed function modification for DCF enhances the
IEEE 802.11 standard DCF Multi-Way Transmission DCF
Protocol (MWTDP) with an improved version MWTDP it
gives a low-complexity mechanism by which the active and
non-active stations in the BSS save energy during the
process of polling. With the inception of MWTDP
transmissions are taken place in multi-way the access to the
WLAN channel for mobile nodes in the list generated for
polling with the SIFS interval whenever the transmission in
receiving data packet from AP. The polled mobile nodes or
stations can send ACK after the receiving the data packet,
by sending a data packet of equal duration of the downlink
data packet to the AP. When the mobile nodes listed in the
poll do not have data to transmit, it sends only ACK for the
data packet or replies with NULL packet irrespective of the
AP sends a polled packet because there is no data for the
nodes or station. Therefore, the polling operating cost can
be minimized when the AP has downlink data for the mobile
nodes in the polling list, thus enhancing the utilization of
channel. Since the interval of uplink transmissions is fixed
by the interval of downlink transmissions, the transmission
time of stations in the polling list can be known in advance,
from the data packets buffered for these stations at the AP.
Thus, the AP can appropriately resolve the interval of a CFP
interval to allow an uplink transmission for each station in
the polling list. However, not all the mobile nodes in the
polling list might have a data packet to transmit. The mobile
nodes proposing to leave the polling list because of no more
data to send might fail to re-associate with CP. Since DCF is
a contention-based protocol, the stations have to compete
with all other mobile stations in the same confined area for
channel access, and might need several CPs to send the
frames of all the nodes caused by the re-association. This
phase might degrade the performance of the modified DCF
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 293
incorporating MWTDP. As a solution to this problem, one
bit can be taken from the MAC header of the data frame
used in CFP, to inform about having more data to transmit.
When stations do not have data to send, it sets 0 to the data
lists in the MAC header of the last data packet, they have in
the queue for transmission; this information helps it to
decide for removing these stations from the list prepared by
the base station or an AP using a suitable polling scheme.
The removal process adopts a very easy and suitable
technique for quick elimination and without taking
consideration of re-union in CP.
Again when an AP has no data for stations who are in the
polling list, it sends a poll packet, in turn the nodes or
stations can reply with a data packet of a variable length but
with maximum limit (the limit should not cross 2312 bytes).
This brings a negative effect on all the other nodes listed in
that polling list for the AP. For getting a valid way to
overcome this problem is to maintain such information of
last downlink data, its duration of each node of the polling
list. Again the node should maintain a log table to get the
knowledge of the duration of uplink data packet of the APs
associated with them.
So, whenever a node gets a poll packet without receiving a
data packet, it sends an uplink data packet but having equal
duration of last uplink data packet. From this activity of the
node, the AP can estimate a proper duration of a CFP
interval. It then compare the log table with its own based on
the log table containing the information of downlink packets
and the polling list.
Sometimes, below performance of the nodes is inevitable as
we cannot give 100% guarantee that under MWTDP the
nodes will get greater duration of uplink as compared to its
downlink duration as the uplink packet must be fixed by the
downlink packet to determine CFP duration. But an
approach is incorporated in MWTDP, inserting a sequence
of 0’s at the end of the uplink packet to first get the equal
duration of downlink packet. This also undermine the
utilization of channel, but the modification of DCF in
MWTDP can provide a precise CFP for the next by doing a
comparatively best estimation for the AP and thus AP saves
energy during the polling scheme for the nodes. On the
completion of CFP intervals estimations, the AP updates the
CFP_max duration field. So, all the nodes accordingly
update their NAVs with the new CFP duration, when the
beacon is transmitted.
Polling nodes and the possible polled nodes monitor the
time elapsed from the beacon to ACK during uplink data
packet and quickly returns to the doze state until the end of
CFP. The time elapsed and the duration of CFP_max, the
nodes calculate the sleep period and set it wake up time after
receiving the ACK. The wake up time is set to the beginning
of CP.
In channel, collisions and errors may take place, but
during collision and errors the AP waits for DIFS and sends
data packet to the next node which is in the polling list. The
nodes having bad conditions due to the collisions and errors,
they may stay awake for the CFP, and consume unnecessary
some energy. Also the CFP duration changes and in turn the
nodes remain in the doze state and keep in this state until the
CP initiated again. Hence, potential instability occurs and to
deal with this, the AP does not announce a new CFP until
duration of CFP_max expires. This allows the Polled nodes
to wake up and get the next CFP repetition interval.
Communications among nodes through AP involving some
nodes in Polled nodes gets frozen during CFP interval and
data packets are buffered at the concerned AP until the
duration of CFP_max seizes.
The modified DCF with the MAC enhancement along with
the energy consumption is briefed in the figure-3.2(h) It is
distinct that the last station in the polled list consumes
higher energy when the number of active stations or nodes
are large. DCF uses round robin technique for preparing
polling sequence and nodes are assigned association ids
(aid)s of accepted nodes in ascending order. To minimize
the energy consumption a new approach is adopted i.e.
Cyclic-round robin in MWTDP. These modifications brings
performance enhancement in the network along with less
impact on channel utilization.
3. ANALYSIS
TABLE-1 END TO END DELAY
IN CLP AND NBEP
Time E2E
Delay in
CLP(with
100
nodes)
E2E Delay
in
NBEP(with
100 nodes)
0.0 0 0
0.5 0.02 0.01
0.8 0.06 0.03
0.85 0.09 0.04
0.9 0.16 0.07
1.0 0.25 0.08
1.2 0.29 0.099
1.4 0.33 0.109
1.6 0.38 0.12
1.8 0.41 0.13
2.0 0.46 0.15
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 294
TABLE-2 PACKET DELIVERY RATIO
IN CLP AND NBEP
FIGURE-1 END TO END DELAY
IN CLP AND NBEP
FIGURE-2 PACKET DELIVERY RATIO
IN CLP AND NBEP
TABLE-3 PACKET LOST
IN CLP AND NBEP
TABLE-4 ENERGY CONSUMPTION
IN CLP AND NBEP
Time PDR in
CLP(with
100
nodes)
PDR in
NBEP(with
100 nodes)
0.0 0 0
0.5 27 45
0.8 58 84
0.85 79 105
0.9 96 135
1.0 155 175
1.2 160 210
1.6 178 230
1.9 188 244
2.2 202 261
Time Packet lost
in CLP
(with 100
nodes)
Packet lost
in NBEP
(with 100
nodes)
0 0 0
5 1 1
10 1.16 1.01
15 1.6 1.3
20 1.9 1.5
25 2.2 1.7
30 2.8 1.91
35 3.1 2.01
40 3.3 2.03
45 3.7 2.2
50 4.0 2.33
Time Energy
Spent in
CLP
(with 100
nodes)
Energy
Spent in
NBEP
(with 100
nodes)
0 1000 1000
25 952 992
50 895 923
75 812 876
100 715 815
150 612 762
200 512 727
250 490 687
300 471 652
350 458 618
400 431 578
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 295
FIGURE-3 PACKET LOST
IN CLP AND NBEP
FIGURE-4 ENERGY CONSUMPTION
IN CLP AND NBEP
TABLE-5 SUMMARY OF ENERGY CONSERVATION &
ENERGY SPENDING (WITH 100 NODES)
Time
Energy
Conserved
(Existing
System)
Energy
Conser
ved
(Propo
sed
System
)
Energy
Spent
in
Existing
system
Energ
y
spent
in
propo
sed
syste
Energy
spending
(in %)
Proposed
Ener
gy
spen
ding
(in
%)
Exist
0 1000 1000 0 0 0 0
25 952 992 48 8 0.8 4.8
50 895 923 105 77 7.7 10.5
75 812 876 188 124 12.4 18.8
100 715 815 285 185 18.5 28.5
150 612 762 388 238 23.8 38.8
200 512 727 488 273 27.3 48.8
250 490 687 510 313 31.3 51.0
300 471 652 529 348 34.8 52.9
350 458 618 542 392 39.2 54.2
400 431 578 569 422 42.2 56.9
When the MWTDP is again tested with the same test bed
the results we got to evaluate the performance of the WLAN
are shown in the following graphical results. All the
performance metrics are shown satisfactory improvement
over the CLP and also our earlier NBEP-model[1].
FIGURE-5 END TO END DELAY
IN CLP , NBEP AND MWTDP
FIGURE-6 PACKET DELIVERY RATIO
IN CLP , NBEP AND MWTDP
FIGURE-7 PACKET LOST
IN CLP, NBEP AND MWTDP
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 296
FIGURE-7 ENERGY CONSUMPTION
IN CLP, NBEP AND MWTDP
CONCLUSIONS
In the above discussion, Energy Conservation has been
analyzed with the help of the graph generated by the ns2 and
thus get conclusive figures of energy spending in
percentage. In the graph it is seen at the very outset of the
time interval the energy in both the systems, i.e. in the
existing and proposed is considered as 1000 joule. The
result indicates the betterment of the system with the help of
the proposed model over the existing system. After 25 sec
the energy conserved in existing system is 992 joule as
compared to 952 joule in the existing system. In percentage
the 0.8% energy spending is in the proposed system and
4.8% energy spending in the existing system. Hence very
less amount of energy is spent in the proposed system as
compared to the existing system. After 50 sec the energy
conserved in existing system is 923 joule as compared to
895 joule in the existing system. In percentage the 7.7%
energy spending is in the proposed system and 10.5%
energy spending in the existing system. Hence very less
amount of energy is spent in the proposed system as
compared to the existing system. After 75 sec the energy
conserved in existing system is 876 joule as compared to
812 joule in the existing system. In percentage the 12.4%
energy spending is in the proposed system and 18.8%
energy spending in the existing system. Here is also a
significant less amount of energy is spent in the proposed
system as compared to the existing system. After 100 sec
the energy conserved in existing system is 815 joule as
compared to 715 joule in the existing system. In percentage
the 18.5% energy spending is in the proposed system and
28.5% energy spending in the existing system. At this stage
also a less amount of energy is spent in the proposed system
as compared to the existing system. After 150 sec the energy
conserved in existing system is 762 joule as compared to
612 joule in the existing system. In percentage the 23.8%
energy spending is in the proposed system and 38.8%
energy spending in the existing system. Hence very less
amount of energy is spent in the proposed system as
compared to the existing system. Finally, after time period,
200 seconds, the energy conserved in existing system is 727
joule as compared to 512 joule in the existing system. In
percentage the 27.3% energy spending is in the proposed
system and 48.8% energy spending in the existing system.
Hence very less amount of energy is spent in the proposed
system as compared to the existing system.
After increasing the network size, i.e. instead of 50 nodes
we used 100 nodes and again analyzed the graphs generated
by NS2. It is significantly shown the better results in NBEP
with MWTDP model as compared to CLP.
We further implemented the NBEP with a new
approach and named the model as MWTDP and the
results we got are fairly improved. The analytical
graphs are shown in figures-5 to figure-7. In all the
graphs the QoS performance metrics of WLAN are
shown better results as compared to CLP and as well
as our earlier model NBEP[1].
ACKNOWLEDGEMENT
I sincerely thank my supervisor Prof. Shikar Kumar Sarma
for his constant encouragement for carrying out this study.
He always gives me valuable guidance technical as well as
conceptual whenever I face any problem in my research
work.
REFERENCES
[1]. A Study on Energy Consumption in WLAN and
Improving its efficiency through NBE-algorithm by A Das
& Prof. Shikhar Kr. Sarma
[2]. Energy Efficiency of Ad hoc Wireless Networks with
selfish users by Vikrma Srinivasan, Pavan Nagcahlli.
[3] Energy Efficiency Analysis of IEEE 802.11 DCF with
variable Packet length was carried out by Bo Gao, Yuhang
Yang Huiye Ma
[4] Modeling Energy Efficiency Secure Wireless Neyworks
using Network Simulation By Ramesh Puri and Piyush
Misra.
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 297
BIOGRAPHIES
Anupam Das is a PhD
scholar and working as an
Assistant Professor for last 7
years. He has published more
than 5 research papers. He
has also published 4 Books.
He did masters in
Mathematics and Computer
Science and also completed
M. Phil in Computer Science.
Professor Shikhar Kr Sarma
is currently working as
Director in the Institute of
Science and Technology of
Gauhati University. He has
the distinct contributions in
the arena of research
publications. In his credit he
has 15 Journals, 7 Seminar
volumes, 24 Conference
volumes, 1 E-Book and 1
Book (Edited).

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Energy efficiency in ieee 802.11 standard wlan through

  • 1. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 292 ENERGY EFFICIENCY IN IEEE 802.11 STANDARD WLAN THROUGH MWTDP Anupam Das1 , Shikhar Kumar Sarma2 1 Assistant Professor, Department of Computer Science & IT, Cotton College, Assam, India adas_arya@rediffmail.com 2 Professor and Head, Computer and IT, Gauhati University, Assam, India, sks001@email.com Abstract The main goal of this work is to achieve the energy efficiency in 802.11 WLAN through minimizing the energy consumption in the network. In this proposed study, we introduced a modification in DCF for enhancing the performance of WLAN and it is achieved by giving a new definition for the DCF function of transmission. Generally, in DCF the way AP transmits for the various nodes is one-way during the process of polling. The proposed function modification for DCF enhances the IEEE 802.11 standard DCF Multi-Way Transmission DCF Protocol (MWTDP) with an improved version MWTDP it gives a low-complexity mechanism by which the active and non-active stations in the BSS save energy during the process of polling. With the inception of MWTDP transmissions are taken place in multi-way the access to the WLAN channel for mobile nodes in the list generated for polling with the SIFS interval whenever the transmission in receiving data packet from AP. Index Terms: MWTDP (Multi-Way transmission DCF Protocol), WLAN (Wireless LAN), DCF(Distributed Coordination Function) --------------------------------------------------------------------***---------------------------------------------------------------------- 1. INTRODUCTION The main goal of this work is to achieve the energy efficiency in 802.11 WLAN through minimizing the energy consumption in the network. In this proposed study, we introduced a modification in DCF for enhancing the performance of WLAN and it is achieved by giving a new definition for the DCF function of transmission. Generally, in DCF the way AP transmits for the various nodes is one- way during the process of polling. The proposed function modification for DCF enhances the IEEE 802.11 standard DCF Multi-Way Transmission DCF Protocol (MWTDP) with an improved version MWTDP it gives a low- complexity mechanism by which the active and non-active stations in the BSS save energy during the process of polling. With the inception of MWTDP transmissions are taken place in multi-way the access to the WLAN channel for mobile nodes in the list generated for polling with the SIFS interval whenever the transmission in receiving data packet from AP. 2. METHODOLOGY The proposed function modification for DCF enhances the IEEE 802.11 standard DCF Multi-Way Transmission DCF Protocol (MWTDP) with an improved version MWTDP it gives a low-complexity mechanism by which the active and non-active stations in the BSS save energy during the process of polling. With the inception of MWTDP transmissions are taken place in multi-way the access to the WLAN channel for mobile nodes in the list generated for polling with the SIFS interval whenever the transmission in receiving data packet from AP. The polled mobile nodes or stations can send ACK after the receiving the data packet, by sending a data packet of equal duration of the downlink data packet to the AP. When the mobile nodes listed in the poll do not have data to transmit, it sends only ACK for the data packet or replies with NULL packet irrespective of the AP sends a polled packet because there is no data for the nodes or station. Therefore, the polling operating cost can be minimized when the AP has downlink data for the mobile nodes in the polling list, thus enhancing the utilization of channel. Since the interval of uplink transmissions is fixed by the interval of downlink transmissions, the transmission time of stations in the polling list can be known in advance, from the data packets buffered for these stations at the AP. Thus, the AP can appropriately resolve the interval of a CFP interval to allow an uplink transmission for each station in the polling list. However, not all the mobile nodes in the polling list might have a data packet to transmit. The mobile nodes proposing to leave the polling list because of no more data to send might fail to re-associate with CP. Since DCF is a contention-based protocol, the stations have to compete with all other mobile stations in the same confined area for channel access, and might need several CPs to send the frames of all the nodes caused by the re-association. This phase might degrade the performance of the modified DCF
  • 2. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 293 incorporating MWTDP. As a solution to this problem, one bit can be taken from the MAC header of the data frame used in CFP, to inform about having more data to transmit. When stations do not have data to send, it sets 0 to the data lists in the MAC header of the last data packet, they have in the queue for transmission; this information helps it to decide for removing these stations from the list prepared by the base station or an AP using a suitable polling scheme. The removal process adopts a very easy and suitable technique for quick elimination and without taking consideration of re-union in CP. Again when an AP has no data for stations who are in the polling list, it sends a poll packet, in turn the nodes or stations can reply with a data packet of a variable length but with maximum limit (the limit should not cross 2312 bytes). This brings a negative effect on all the other nodes listed in that polling list for the AP. For getting a valid way to overcome this problem is to maintain such information of last downlink data, its duration of each node of the polling list. Again the node should maintain a log table to get the knowledge of the duration of uplink data packet of the APs associated with them. So, whenever a node gets a poll packet without receiving a data packet, it sends an uplink data packet but having equal duration of last uplink data packet. From this activity of the node, the AP can estimate a proper duration of a CFP interval. It then compare the log table with its own based on the log table containing the information of downlink packets and the polling list. Sometimes, below performance of the nodes is inevitable as we cannot give 100% guarantee that under MWTDP the nodes will get greater duration of uplink as compared to its downlink duration as the uplink packet must be fixed by the downlink packet to determine CFP duration. But an approach is incorporated in MWTDP, inserting a sequence of 0’s at the end of the uplink packet to first get the equal duration of downlink packet. This also undermine the utilization of channel, but the modification of DCF in MWTDP can provide a precise CFP for the next by doing a comparatively best estimation for the AP and thus AP saves energy during the polling scheme for the nodes. On the completion of CFP intervals estimations, the AP updates the CFP_max duration field. So, all the nodes accordingly update their NAVs with the new CFP duration, when the beacon is transmitted. Polling nodes and the possible polled nodes monitor the time elapsed from the beacon to ACK during uplink data packet and quickly returns to the doze state until the end of CFP. The time elapsed and the duration of CFP_max, the nodes calculate the sleep period and set it wake up time after receiving the ACK. The wake up time is set to the beginning of CP. In channel, collisions and errors may take place, but during collision and errors the AP waits for DIFS and sends data packet to the next node which is in the polling list. The nodes having bad conditions due to the collisions and errors, they may stay awake for the CFP, and consume unnecessary some energy. Also the CFP duration changes and in turn the nodes remain in the doze state and keep in this state until the CP initiated again. Hence, potential instability occurs and to deal with this, the AP does not announce a new CFP until duration of CFP_max expires. This allows the Polled nodes to wake up and get the next CFP repetition interval. Communications among nodes through AP involving some nodes in Polled nodes gets frozen during CFP interval and data packets are buffered at the concerned AP until the duration of CFP_max seizes. The modified DCF with the MAC enhancement along with the energy consumption is briefed in the figure-3.2(h) It is distinct that the last station in the polled list consumes higher energy when the number of active stations or nodes are large. DCF uses round robin technique for preparing polling sequence and nodes are assigned association ids (aid)s of accepted nodes in ascending order. To minimize the energy consumption a new approach is adopted i.e. Cyclic-round robin in MWTDP. These modifications brings performance enhancement in the network along with less impact on channel utilization. 3. ANALYSIS TABLE-1 END TO END DELAY IN CLP AND NBEP Time E2E Delay in CLP(with 100 nodes) E2E Delay in NBEP(with 100 nodes) 0.0 0 0 0.5 0.02 0.01 0.8 0.06 0.03 0.85 0.09 0.04 0.9 0.16 0.07 1.0 0.25 0.08 1.2 0.29 0.099 1.4 0.33 0.109 1.6 0.38 0.12 1.8 0.41 0.13 2.0 0.46 0.15
  • 3. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 294 TABLE-2 PACKET DELIVERY RATIO IN CLP AND NBEP FIGURE-1 END TO END DELAY IN CLP AND NBEP FIGURE-2 PACKET DELIVERY RATIO IN CLP AND NBEP TABLE-3 PACKET LOST IN CLP AND NBEP TABLE-4 ENERGY CONSUMPTION IN CLP AND NBEP Time PDR in CLP(with 100 nodes) PDR in NBEP(with 100 nodes) 0.0 0 0 0.5 27 45 0.8 58 84 0.85 79 105 0.9 96 135 1.0 155 175 1.2 160 210 1.6 178 230 1.9 188 244 2.2 202 261 Time Packet lost in CLP (with 100 nodes) Packet lost in NBEP (with 100 nodes) 0 0 0 5 1 1 10 1.16 1.01 15 1.6 1.3 20 1.9 1.5 25 2.2 1.7 30 2.8 1.91 35 3.1 2.01 40 3.3 2.03 45 3.7 2.2 50 4.0 2.33 Time Energy Spent in CLP (with 100 nodes) Energy Spent in NBEP (with 100 nodes) 0 1000 1000 25 952 992 50 895 923 75 812 876 100 715 815 150 612 762 200 512 727 250 490 687 300 471 652 350 458 618 400 431 578
  • 4. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 295 FIGURE-3 PACKET LOST IN CLP AND NBEP FIGURE-4 ENERGY CONSUMPTION IN CLP AND NBEP TABLE-5 SUMMARY OF ENERGY CONSERVATION & ENERGY SPENDING (WITH 100 NODES) Time Energy Conserved (Existing System) Energy Conser ved (Propo sed System ) Energy Spent in Existing system Energ y spent in propo sed syste Energy spending (in %) Proposed Ener gy spen ding (in %) Exist 0 1000 1000 0 0 0 0 25 952 992 48 8 0.8 4.8 50 895 923 105 77 7.7 10.5 75 812 876 188 124 12.4 18.8 100 715 815 285 185 18.5 28.5 150 612 762 388 238 23.8 38.8 200 512 727 488 273 27.3 48.8 250 490 687 510 313 31.3 51.0 300 471 652 529 348 34.8 52.9 350 458 618 542 392 39.2 54.2 400 431 578 569 422 42.2 56.9 When the MWTDP is again tested with the same test bed the results we got to evaluate the performance of the WLAN are shown in the following graphical results. All the performance metrics are shown satisfactory improvement over the CLP and also our earlier NBEP-model[1]. FIGURE-5 END TO END DELAY IN CLP , NBEP AND MWTDP FIGURE-6 PACKET DELIVERY RATIO IN CLP , NBEP AND MWTDP FIGURE-7 PACKET LOST IN CLP, NBEP AND MWTDP
  • 5. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 296 FIGURE-7 ENERGY CONSUMPTION IN CLP, NBEP AND MWTDP CONCLUSIONS In the above discussion, Energy Conservation has been analyzed with the help of the graph generated by the ns2 and thus get conclusive figures of energy spending in percentage. In the graph it is seen at the very outset of the time interval the energy in both the systems, i.e. in the existing and proposed is considered as 1000 joule. The result indicates the betterment of the system with the help of the proposed model over the existing system. After 25 sec the energy conserved in existing system is 992 joule as compared to 952 joule in the existing system. In percentage the 0.8% energy spending is in the proposed system and 4.8% energy spending in the existing system. Hence very less amount of energy is spent in the proposed system as compared to the existing system. After 50 sec the energy conserved in existing system is 923 joule as compared to 895 joule in the existing system. In percentage the 7.7% energy spending is in the proposed system and 10.5% energy spending in the existing system. Hence very less amount of energy is spent in the proposed system as compared to the existing system. After 75 sec the energy conserved in existing system is 876 joule as compared to 812 joule in the existing system. In percentage the 12.4% energy spending is in the proposed system and 18.8% energy spending in the existing system. Here is also a significant less amount of energy is spent in the proposed system as compared to the existing system. After 100 sec the energy conserved in existing system is 815 joule as compared to 715 joule in the existing system. In percentage the 18.5% energy spending is in the proposed system and 28.5% energy spending in the existing system. At this stage also a less amount of energy is spent in the proposed system as compared to the existing system. After 150 sec the energy conserved in existing system is 762 joule as compared to 612 joule in the existing system. In percentage the 23.8% energy spending is in the proposed system and 38.8% energy spending in the existing system. Hence very less amount of energy is spent in the proposed system as compared to the existing system. Finally, after time period, 200 seconds, the energy conserved in existing system is 727 joule as compared to 512 joule in the existing system. In percentage the 27.3% energy spending is in the proposed system and 48.8% energy spending in the existing system. Hence very less amount of energy is spent in the proposed system as compared to the existing system. After increasing the network size, i.e. instead of 50 nodes we used 100 nodes and again analyzed the graphs generated by NS2. It is significantly shown the better results in NBEP with MWTDP model as compared to CLP. We further implemented the NBEP with a new approach and named the model as MWTDP and the results we got are fairly improved. The analytical graphs are shown in figures-5 to figure-7. In all the graphs the QoS performance metrics of WLAN are shown better results as compared to CLP and as well as our earlier model NBEP[1]. ACKNOWLEDGEMENT I sincerely thank my supervisor Prof. Shikar Kumar Sarma for his constant encouragement for carrying out this study. He always gives me valuable guidance technical as well as conceptual whenever I face any problem in my research work. REFERENCES [1]. A Study on Energy Consumption in WLAN and Improving its efficiency through NBE-algorithm by A Das & Prof. Shikhar Kr. Sarma [2]. Energy Efficiency of Ad hoc Wireless Networks with selfish users by Vikrma Srinivasan, Pavan Nagcahlli. [3] Energy Efficiency Analysis of IEEE 802.11 DCF with variable Packet length was carried out by Bo Gao, Yuhang Yang Huiye Ma [4] Modeling Energy Efficiency Secure Wireless Neyworks using Network Simulation By Ramesh Puri and Piyush Misra.
  • 6. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 297 BIOGRAPHIES Anupam Das is a PhD scholar and working as an Assistant Professor for last 7 years. He has published more than 5 research papers. He has also published 4 Books. He did masters in Mathematics and Computer Science and also completed M. Phil in Computer Science. Professor Shikhar Kr Sarma is currently working as Director in the Institute of Science and Technology of Gauhati University. He has the distinct contributions in the arena of research publications. In his credit he has 15 Journals, 7 Seminar volumes, 24 Conference volumes, 1 E-Book and 1 Book (Edited).