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Link-level Link-level Measurements from Measurements from an 802.11b Mesh an 802.11b Mesh Network Network Dainel Aguyo, John Dainel Aguyo, John Bicket,Sanjit Biswas, Bicket,Sanjit Biswas, Glenn Judd, Robert Morris Glenn Judd, Robert Morris M.I.T , CMU M.I.T , CMU

Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

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Page 1: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Link-level Link-level Measurements from Measurements from an 802.11b Mesh an 802.11b Mesh NetworkNetwork

Dainel Aguyo, John Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Bicket,Sanjit Biswas, Glenn

Judd, Robert MorrisJudd, Robert Morris

M.I.T , CMUM.I.T , CMU

Page 2: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

AbstractAbstract

Roofnet Roofnet を使用して、実際にを使用して、実際に MANETMANETを構築を構築

ロスの解析を行なうロスの解析を行なう

Page 3: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Roofnet Roofnet

Page 4: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

RoofnetRoofnet

Page 5: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Distribution of Delivery Distribution of Delivery ProbabilitiesProbabilities

Links with intermediate loss rates Links with intermediate loss rates are common, with no sharp are common, with no sharp transition between high and low transition between high and low packet loss rates.packet loss rates.

Page 6: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Spatial Distribution of Loss RateSpatial Distribution of Loss Rate

Inter-node distance is not strongly Inter-node distance is not strongly correlated with whether nodes can correlated with whether nodes can communicates.communicates.

Page 7: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Time Variation of Loss RateTime Variation of Loss Rate

Most links have non-bursty loss Most links have non-bursty loss patterns.patterns.

Page 8: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Effect of Signal-to-Noise RatioEffect of Signal-to-Noise Ratio

Links with very high signal Links with very high signal strengths are likely to have low strengths are likely to have low loss rates, but in general signal loss rates, but in general signal strength has little predictive value.strength has little predictive value.

Page 9: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Effect of Transmit Bit-rateEffect of Transmit Bit-rate

A link isA link is likely to have a significant likely to have a significant loss rate at its optimum 802.11b loss rate at its optimum 802.11b bit-rate.bit-rate.

Page 10: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Effect of Multi-pathEffect of Multi-path

Mutil-path fading greatly affects Mutil-path fading greatly affects outdoor links and helps explain outdoor links and helps explain intermediate loss ratesintermediate loss rates

Page 11: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Comparison of Routing Comparison of Routing Metrics for Static Multi-Metrics for Static Multi-Hop Wireless NetworksHop Wireless Networks

Richard Draves, Richard Draves,

Jitendra Padhy, Brian Jitendra Padhy, Brian ZillZill

Microsoft ResearchMicrosoft Research

Page 12: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

AbstractAbstract

DSR like DSR like のの MANETMANET プロトコルを実プロトコルを実装して、装して、 Path Metric Path Metric の違いによる、の違いによる、性能評価を行なう。性能評価を行なう。

Metric – ETX, Per-hop RTT, per-hop Metric – ETX, Per-hop RTT, per-hop packet pair, minimum-hoppacket pair, minimum-hop

Page 13: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Link Quality MetricsLink Quality Metrics

Hop Count: shortest-path routingHop Count: shortest-path routing RTT: round-trip time latencyRTT: round-trip time latency PktPair: packet-pair latencyPktPair: packet-pair latency ETX: expected transmission countETX: expected transmission count

Page 14: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Ad Hoc Routing ArchitectureAd Hoc Routing Architecture

DSR + support link quality metricDSR + support link quality metric(( Link-Quality Source Routing)Link-Quality Source Routing)

Supports IPv4, IPv6 etc Supports IPv4, IPv6 etc unmodifiedunmodified Supports multiple link technologiesSupports multiple link technologies

Ethernet 802.11 802.16

Mesh Connectivity Layer (with LQSR)

IPv4 IPv6 IPX

Page 15: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Impact of Long Lived TCP FlowsImpact of Long Lived TCP Flows

Route Flapping Route Flapping のため、のため、 RTTRTT ・・PktPairPktPair は性能が良くないは性能が良くない

Page 16: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Impact of Path LengthImpact of Path Length

EXTEXT は は shortest hop shortest hop より、より、 hophop 数数の多い経路を使用しているの多い経路を使用している

Page 17: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Impact of Path Length(Cont.)Impact of Path Length(Cont.)

Page 18: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Multiple Simultaneous TCP Multiple Simultaneous TCP TransferTransfer

pktpair pktpair は ホップ数が増えるほど低下は ホップ数が増えるほど低下

Page 19: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

Web-like TCP TransfersWeb-like TCP Transfers

Hop Hop 数が長いと、数が長いと、 ETXETX のほうがのほうが HOPHOPに比べ性能がよいに比べ性能がよい

Page 20: Link-level Measurements from an 802.11b Mesh Network Dainel Aguyo, John Bicket,Sanjit Biswas, Glenn Judd, Robert Morris M.I.T, CMU

A Mobile ScenarioA Mobile Scenario

ETX ETX ではノードの移動による経路品質ではノードの移動による経路品質の変化に対し、適応できないの変化に対し、適応できない