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ADAPTIVE WEIGHT FACTOR
ESTIMATION FROM USER PREFERENCES
FOR VERTICAL HANDOFF DECISION ALGORITHMS




                                     Solutions
                                     Ambitlick
SCOPE OF THE PROJECT:



 To Estimate the weight factors for quality of service




                                                         Ambitlick Solutions
 parameter in VERTICAL HANDOVER MECHANISMS
 using Adjacent Pair Priorities (APP) technique.
ABSTRACT
 Estimating weight factors for QoS parameters plays
 an important role in the effectiveness of vertical
 handoff decision algorithms.




                                                     Ambitlick Solutions
 A novel weight estimation technique, which can
 adaptively control the spanning of the weights in
 response to user preference.
 Our results show the supremacy of the technique
 against the state-of-the-art in achieving wider
 spanning of the expected values of all QoS parameters
 under consideration.
PROBLEM IDENTIFICATION:
 AHP based weight estimation is so far the most
 popular technique as it allows user to set relative




                                                       Ambitlick Solutions
 importance between pairs of parameters using a
 fundamental linear scale
PROPOSE SYSTEM
   A novel weight estimation technique, which can avoid all the above
    mentioned limitations by allowing users to set relative priority for only
    adjacent pair of QoS parameters in descending order of priority and




                                                                                Ambitlick Solutions
    quantifying the relative priority levels using an exponential mapping
    with a user-defined exponent.
   Consequently, the proposed Adjacent Pair Priorities (APP) technique
    can adaptively control the width of the spanning of estimated weights
    to provide the ultimate flexibility for users to control the weight
    distribution.
   Markov Decision Process (MDP)
SYSTEM REQUIREMENT & SPECIFICATION:


Hardware Requirements:               Software Requirements:




                                                                              Ambitlick Solutions
Processor Type       : Pentium -IV   Operating System : Linux – red hat 9.0
Speed                 : 2.4 GHZ
Ram                    : 128 MB      Programming Package : C++ , TCL
RAM
Hard disk            : 20 GB HD      Tool Used        : Vmware Work station
                                     Version           : NS2 2.27, 2.29 , 2.34
Select Best Network form
                             exsisting Application and
                                       traffic



BLOCK DIAGRAM:




                                                                                          Ambitlick Solutions
                                  Qos Parameter




        Avg. Jitter (ms)      Average Delay           Average.PDR      Avg. Throughput




                                         Adjacent Pair Priorities             Handover
                                           (APP) technique
                                                                              Technique




                           GPRS                WLAN                 UTMS
MODULES :
1.   Design Of heterogeneous network.
2.   Vertical Handoff Decision Algorithms




                                                  Ambitlick Solutions
3.   Implementation Of Adjacent Pair Priorities
     (APP) Technique.
4.   Paramètres estimation
5.   Comparaison Of QOS Paramètres
REFERENCES
[1] Y. Chen, J. Ai, and Z. Tan, “An Access Network Selection Algorithm Based on
   Hierarchy Analysis and Fuzzy Evaluation”, in Proc.WCSP, Nanjing, November
   2009.




                                                                                    Ambitlick Solutions
[2] S. Lee, , K. Sriram, K. Kim, Y. H. Kim, and N. Golmie, “Vertical Handoff Decision
   Algorithms for Providing Optimized Performance in Heterogeneous Wireless
   Networks ”, IEEE Transaction of Vehicular Technology, vol. 58, no. 2, pp. 865-881,
   February 2009.
[3] R.Tawil, O. Salazar and G. Pujolle, “Vertical Handoff Decision Scheme Using
   MADM for Wireless Networks”, Proc. IEEE WCNC, pp. 2789- 2792, March 2008.
[4] S. Yan, C. Shanzhi, L. Yuhong, Y. Lei, and D. Decail, “An Application- Oriented
   Cooperative Vertical Handoff Decision Method for Multi interface Mobile
   Terminals”, in Proc. ITST, June 2007
[5] B. Chang, and J. Chen, “Cross-Layer-Based Adaptive Vertical Handoff With
   Predictive RSS in Heterogeneous Wireless Networks ”, IEEE Transaction of
   Vehicular Technology, vol. 57, no. 6, pp. 3679-3692, November 2008.
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Adaptive weight factor estimation from user review 1

  • 1. ADAPTIVE WEIGHT FACTOR ESTIMATION FROM USER PREFERENCES FOR VERTICAL HANDOFF DECISION ALGORITHMS Solutions Ambitlick
  • 2. SCOPE OF THE PROJECT: To Estimate the weight factors for quality of service Ambitlick Solutions parameter in VERTICAL HANDOVER MECHANISMS using Adjacent Pair Priorities (APP) technique.
  • 3. ABSTRACT  Estimating weight factors for QoS parameters plays an important role in the effectiveness of vertical handoff decision algorithms. Ambitlick Solutions  A novel weight estimation technique, which can adaptively control the spanning of the weights in response to user preference.  Our results show the supremacy of the technique against the state-of-the-art in achieving wider spanning of the expected values of all QoS parameters under consideration.
  • 4. PROBLEM IDENTIFICATION: AHP based weight estimation is so far the most popular technique as it allows user to set relative Ambitlick Solutions importance between pairs of parameters using a fundamental linear scale
  • 5. PROPOSE SYSTEM  A novel weight estimation technique, which can avoid all the above mentioned limitations by allowing users to set relative priority for only adjacent pair of QoS parameters in descending order of priority and Ambitlick Solutions quantifying the relative priority levels using an exponential mapping with a user-defined exponent.  Consequently, the proposed Adjacent Pair Priorities (APP) technique can adaptively control the width of the spanning of estimated weights to provide the ultimate flexibility for users to control the weight distribution.  Markov Decision Process (MDP)
  • 6. SYSTEM REQUIREMENT & SPECIFICATION: Hardware Requirements: Software Requirements: Ambitlick Solutions Processor Type : Pentium -IV Operating System : Linux – red hat 9.0 Speed : 2.4 GHZ Ram : 128 MB Programming Package : C++ , TCL RAM Hard disk : 20 GB HD Tool Used : Vmware Work station Version : NS2 2.27, 2.29 , 2.34
  • 7. Select Best Network form exsisting Application and traffic BLOCK DIAGRAM: Ambitlick Solutions Qos Parameter Avg. Jitter (ms) Average Delay Average.PDR Avg. Throughput Adjacent Pair Priorities Handover (APP) technique Technique GPRS WLAN UTMS
  • 8. MODULES : 1. Design Of heterogeneous network. 2. Vertical Handoff Decision Algorithms Ambitlick Solutions 3. Implementation Of Adjacent Pair Priorities (APP) Technique. 4. Paramètres estimation 5. Comparaison Of QOS Paramètres
  • 9. REFERENCES [1] Y. Chen, J. Ai, and Z. Tan, “An Access Network Selection Algorithm Based on Hierarchy Analysis and Fuzzy Evaluation”, in Proc.WCSP, Nanjing, November 2009. Ambitlick Solutions [2] S. Lee, , K. Sriram, K. Kim, Y. H. Kim, and N. Golmie, “Vertical Handoff Decision Algorithms for Providing Optimized Performance in Heterogeneous Wireless Networks ”, IEEE Transaction of Vehicular Technology, vol. 58, no. 2, pp. 865-881, February 2009. [3] R.Tawil, O. Salazar and G. Pujolle, “Vertical Handoff Decision Scheme Using MADM for Wireless Networks”, Proc. IEEE WCNC, pp. 2789- 2792, March 2008. [4] S. Yan, C. Shanzhi, L. Yuhong, Y. Lei, and D. Decail, “An Application- Oriented Cooperative Vertical Handoff Decision Method for Multi interface Mobile Terminals”, in Proc. ITST, June 2007 [5] B. Chang, and J. Chen, “Cross-Layer-Based Adaptive Vertical Handoff With Predictive RSS in Heterogeneous Wireless Networks ”, IEEE Transaction of Vehicular Technology, vol. 57, no. 6, pp. 3679-3692, November 2008.