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A High-Throughput Path Metric for Multi-Hop Wireless Routing

A High-Throughput Path Metric for Multi-Hop Wireless Routing. Douglas S. J. De Couto MIT CSAIL (LCS) Daniel Aguayo , John Bicket , and Robert Morris Presenter: Jiaji Huang and Zheng Zhai. Talk outline. Observations from experiments Challenges A new high-throughput metric (ETX)

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A High-Throughput Path Metric for Multi-Hop Wireless Routing

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  1. A High-Throughput Path Metric for Multi-Hop Wireless Routing Douglas S. J. De Couto MIT CSAIL (LCS) Daniel Aguayo, John Bicket, and Robert Morris Presenter: Jiaji Huang and ZhengZhai

  2. Talk outline • Observations from experiments • Challenges • A new high-throughput metric (ETX) • Evaluation • Summary & Criticism

  3. Indoor wireless network 29 PCs with 802.11b radios (fixed transmit power) in ‘ad hoc’ mode 2nd floor 3rd floor 5th floor 4th floor 6th floor

  4. Better Testbed UDP throughput better

  5. Hop-count penalty

  6. Throughput differs between paths Paths from 23 to 36

  7. Talk outline • Observations from experiments • Challenges • A new high-throughput metric (ETX) • Evaluation • Summary & Criticism

  8. Challenge: more hops, less throughput • Links in route share radio spectrum • Extra hops reduce throughput Throughput = 1 Throughput = 1/2 Throughput = 1/3

  9. Challenge: many links are asymmetric Broadcast delivery ratios in both link directions. Very asymmetric link. Many links are good in one direction, but lossy in the other.

  10. A straw-man route metric B Delivery ratio = 100% 50% Maximize bottleneck throughput C A 51% 51% D A-B-C = 50% A-D-C = 51% Bottleneck throughput: A-B-C : ABBABBABB = 33% A-D-C : AADDAADD = 25% Actual throughput:

  11. Talk outline • Observations from experiments • Challenges • A new high-throughput metric (ETX) • Evaluation • Summary & Criticism

  12. New metric: ETX Minimize total transmissions per packet (ETX, ‘Expected Transmission Count’) Link throughput  1/ Link ETX Delivery Ratio Link ETX Throughput 100% 100% 1 50% 50% 2 33% 33% 3

  13. Calculating link ETX Assuming 802.11 link-layer acknowledgments (ACKs) and retransmissions: P(TX success) = P(Data success)  P(ACK success) Link ETX = 1 / P(TX success) = 1 / [ P(Data success)  P(ACK success) ] Estimating link ETX: P(Data success)  measured fwd delivery ratio dfwd P(ACK success)  measured rev delivery ratio drev Link ETX  1 / (dfwd  drev)

  14. Measuring delivery ratios • Each node broadcasts small link probes (134 bytes), once per second • Nodes remember probes received over past 10 seconds • Reverse delivery ratios estimated as drev pkts received / pkts sent(10) • Forward delivery ratios obtained from neighbors (piggybacked on probes)

  15. Route ETX Route ETX = Sum of link ETXs Route ETX Throughput 1 100% 2 50% 2 50% 3 33% 5 20%

  16. ETX Properties • ETX predicts throughput for short routes (1, 2, and 3 hops) • ETX quantifies loss • ETX quantifies asymmetry • ETX quantifies throughput reduction of longer routes

  17. ETX caveats • ETX link probes are susceptible to MAC unfairness and hidden terminals • Route ETX measurements change under load • ETX estimates are based on measurements of a single link probe size (134 bytes) • Under-estimates data loss ratios, over-estimates ACK loss ratios • ETX assumes all links run at one bit-rate

  18. Evaluation Setup • Indoor network, 802.11b, ‘ad hoc’ mode • 1 Mbps, 1 mW, small packets (134 bytes), RTS/CTS disabled • DSDV + modifications to respect metrics • Packets are routed using route table snapshot to avoid route instability under load. • DSR + modifications to respect metrics

  19. DSDV overhead ETX improves DSDV throughput DSDV+hop-count better DSDV+ETX ‘Best’

  20. DSR with ETX DSR+hop-count DSR+ETX ‘Best’

  21. DSR with ETX (no TX feedback) DSR+hop-count DSR+ETX ‘Best’

  22. Talk outline • Observations from experiments • Challenges • A new high-throughput metric (ETX) • Evaluation • Summary & Criticism

  23. Summary • ETX accounts for • Throughput reduction of extra hops • Lossy and asymmetric links • Link-layer acknowledgements • ETX finds better routes!

  24. Criticism • For network with small amount of nodes • For network with frequent change, frequent probes results in high overhead • Difficulty in choosing an approximate probe size

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