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WiMob 2012 presentation
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Cross-Layer Caching Based Optimization for Wireless
Multimedia Sensor Networks
Nestor Tiglao and António GriloINESC-ID/IST, Lisbon, Portugal
Outline
Introduction
Related Work
Proposed Mechanisms
Results
Conclusion and future work
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Introduction
WSN equipped with multimedia sensors givebirth to WMSN
They enable a new class of monitoring applications, but demanding in terms of: computational resources energy resources
Need for innovative solutions: combination/optimization techniques atthe different layers of the protocol stack
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Related Work
Pump Slowly Fetch Quickly (PSFQ) Designed for dynamic code update, no real-time performance guarantees
Distributed TCP Caching (DTC) Intermediate retransmission based on ACK/SACK semantic
Reliable Multi-Segment Transport (RMST) Uses timer-based NACK repair
Tunable Reliability with Congestion Control for Information Transport (TRCCIT) Uses MAC retry limit adaptation but considers end-to-end application reliability
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Analytical Model
N. M. C. Tiglao and A. M. Grilo, “An analytical model for transport layer caching in wireless sensor networks,” Performance Evaluation, vol. 69, no. 5, pp. 227–245, 2012. [Online]. Available: http://www.sciencedirect.com/science/article/pii/S0166531611001568
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Basic DTSN
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DSTN with NACK Repair
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Adaptive MAC Retry Limit Mechanism
Frame error rate
MAC retry limit
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Simulation Scenarios
Scenario 1: Local hotspot
Scenario 2: Global hotspot
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Goodput
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Scenario 1 Scenario 2
Goodput Performance Gain
Scenario 1
Scenario 2
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Packet Delivery – Scenario 1
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DTSN-CS0 DTSN-CS20
DTSN-CAM DTSN-CRAM
Packet Delivery – Scenario 2
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DTSN-CS0 DTSN-CS20
DTSN-CAM DTSN-CRAM
Energy Efficiency
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Scenario 1 Scenario 2
Energy Efficiency Gain
Scenario 1
Scenario 2
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Deadline Miss Ratio
Deadline: 500 ms
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Scenario 1 Scenario 2
End-to-end Delay
Scenario 1
Scenario 2
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Conclusion and Future Work
Ensemble of MAC and transport layer optimization provides better performance over non-optimized protocols
Mechanisms are simple and generic enough for adoption by other transport protocols
Future work: more complex and dynamic scenarios
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Thank you for your attention!
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