Technology For All Wireless: Deployment, Measurements, and New Applications Ed Knightly Rice University

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Presentation transcript:

Technology For All Wireless: Deployment, Measurements, and New Applications Ed Knightly Rice University

Ed Knightly The Digital Divide Challenge l Southeast Houston –37% of children below poverty –56% have < $25,000/year household income l Goal: pervasive wireless and transformational applications

Ed Knightly Technology For All/Rice Mesh Deployment l “Empower low income communities through technology” –Pilot neighborhood: Houston’s East End (Pecan Park) –Status: approximately 3 km 2 of coverage and 1,000 users –Operational since late 2004 l Applications –Internet access, education, work-at-home, health care

Ed Knightly Outline l Digital divide objectives l Network architecture and platform l Network planning, deployment, and measurements l New applications and future work l Challenges for Houston

Ed Knightly Two-Tier Mesh Architecture l Limited gateway nodes wired to Internet l Mesh nodes wirelessly forward data l Backhaul tier - mesh node to mesh node l Access tier - mesh node to client node

Ed Knightly Design Objectives/Constraints l Single wireline gateway (burstable to 100 Mb/sec) l $15k per square km ($100k typical for mesh) l 99% coverage for entire neighborhood –contrasts with single-tier “community nets” l 1 Mb/sec minimum access rate l Programmable platform for protocol design and measurement

Ed Knightly Commercial Technologies l No programmability as required for research l Wide range of cost and performance Source: Network World VendorProductRadios for client access Radios for backhaul BelAir NetworksBelAir b/gUp to 3 proprietary 5GHz CiscoAironet b/g a FiretideHotPort a/b/gSame as for client access NortelWireless AP b a Strix SystemsOWS 3600Up to b/gUp to a Tropos Networks5210 MetroMesh Router b/gSame as for client access

Ed Knightly Backhaul/Mesh Node Hardware l 200 mW b l LocustWorld Mesh SW l VIA C3 1Ghz l 5 GB Hard Drives l 4 GB Flash to run Linux l HostAP driver l 15 dBi Omni-directional Antenna Programmable, single-radio mesh node with storage

Ed Knightly Mesh Antennas l Access and Backhaul links –High-gain 15 dBi omni-directional antenna at 10 meters –Serves access and backhaul –Attenuation primarily due to tree canopy l Long distance links –Directional antennas as wire replacement

Ed Knightly Access Node Hardware Ethernet Bridge l Access inside homes is limited l Users must understand this is not like cellular l Expect to need a bridge, repeater, or directional or high-gain antenna near a window ($20 to $100 price) USB WiFiDirectional antenna

Ed Knightly Outline l Digital divide objectives l Network architecture and platform l Network planning, deployment, and measurements l New applications and future work l Challenges for Houston

Ed Knightly Network Planning Issues l Density of mesh nodes –If large inter-node spacing…  reduces # nodes (costs) per square km  yet, results in coverage gaps  and, long distance links reduce throughput l Number and placement of wires –If few wired gateways…  reduces costly wireline access and deployment fees  yet, throughput decreases with the number of wireless hops What is the price-performance tradeoff?

Ed Knightly Background in RF Propagation l Pathloss –Average or large-scale signal attenuation –Exponential decay (pathloss exponent, ) –Typically 2 to 5 in urban environments l Shadowing –Variation between points with similar pathloss –Typically 8 dB in urban environments

Ed Knightly Translation l Links get much slower (and eventually break) as distance increases l The key parameter is the “path loss exponent” l A particular environment is stuck with its exponent (can’t change physics) l Typical range: near 2 for near line-of-sight to 5 for numerous obstructions l Shadowing: expect variations, even at one distance

Ed Knightly Access Links: Throughput l Shannon Capacity l Note: 1 Mbps at -86 dBm –Target throughput for access links –DSL and Cable Speed l Manufacturer specification severely optimistic target Manufacturer specification

Ed Knightly Access Links: Pathloss l meters –Mesh-client distance –For 1 Mbps/ -86 dBm deployment l Pathloss  = 3.7 –Urban pathloss 2 to 5 [Rappaport] –Dense trees –Wooden framed homes l Shadowing = 4.1 Given the path loss exponent and the node profiles, the distance-throughput tradeoff is revealed

Ed Knightly Backhaul Link Experiments l Experiments yielded lower path-loss exponent of 3.3 –Due to both antennas being at 10 meters and high-gain l Permissible node spacing 200m to 250m for 3 Mb/sec links

Ed Knightly Single Hop Measurement Findings l Accurate baseline physical measurements critical for effective deployment (measured  = 3.3, models suggest 2 to 5) –2 yields completely disconnected network –3.5 yields overprovision factor of 55% –4 yields overprovision factor of 330% –5 yields 9 times overprovisioning l Accurate throughput-signal-strength function critical –manufacturer values over-estimate link range by 3 times yielding disconnected network l Requires small number of measurements –15 random measurements = std. dev. 3% about average –50 random measurements = std. dev. 1.5% about average

Ed Knightly Multihop Experiments l Issue: How does the number of wireless hops affect performance? –The answer controls the required number of wired gateways –Ideally, throughput is independent of spatial location

Ed Knightly Bad News l Scenario: large file uploads via FTP/TCP l Nodes farther away nearly starve –contend more times for more resources –encounter asymmetric disadvantages in contention

Ed Knightly Starvation Solution I: Rate Limiting l Need to throttle dominating flows –Statically (as in current deployment) or dynamically according to congestion (via IEEE s) rate limit dominating flows… …to leave sufficient spare capacity for starving flows

Ed Knightly Starvation Solution II: Exploit Statistical Multiplexing l Bursty traffic yields gaps in demand –on-off vs. greedy –alleviates spatial bias l Can support approximately 30 web browsers per mesh node with minimal spatial bias

Ed Knightly Multihop Measurement Findings l Imperative to consider multiple multi-hop flows –Cannot “extrapolate” from link measurements as in wired nets l Starvation in fully backlogged upload –Without additional mechanisms, severe problem with p2p- like traffic l Proper rate limiting of flows alleviates starvation –Static or dynamic l Web traffic and provisioning allows statistical multiplexing to alleviate starvation –Even without rate limiting

Ed Knightly Healthcare Applications l Pervasive health monitoring with body-worn health sensors l Health information delivery through body-worn user interfaces l Initial focus on obesity management and cardiovascular diseases l Collaboration with health researchers –Baylor College of Medicine –Methodist Hospital –UT Health Science Center at Houston l User and field studies in Houston neighborhood with TFA wireless coverage WMAN (Cellular network) WBAN (Bluetooth) Body-worn Sensors Body-worn user interfaces WLAN (TFA wireless) Internet Health professionals

Ed Knightly Current Prototype (Lin Zhong) l Left: Bluetooth wearable sensors for mobile system to connect health information: debugging and mini versions l Right: Wrist-worn Bluetooth display for mobile system to deliver health promoting messages

Ed Knightly Challenges for Houston l Tempered expectations, especially indoors –Avoid Tempe-style complaints l Heterogeneous propagation and usage environments –Downtown vs. treed urban vs. sparce l Evolvable architecture –802.11s will standardize, will mature, MIMO will advance (802.11n), we will learn, etc. l Balancing cost ($$/km 2 ) and performance (Mb/sec/km 2, %-coverage) –Lowest cost solution may sacrifice throughput and coverage l Incorporating cost and performance implications of the number of wired gateway nodes l Innovative applications beyond “access”

Ed Knightly Conclusions l Multi-hop wireless technology is cutting edge l Most experience is not in public access l Deployment and operational challenges ahead l Opportunities for innovative applications More information –TFA website –Rice website