Data Propagation Algorithms in Wireless Sensor Networks (Smart Dust)
SMART DUST SMART DUST Hardware Limits to Wireless Sensor Networks Kris Pister Berkeley Sensor &...
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Transcript of SMART DUST SMART DUST Hardware Limits to Wireless Sensor Networks Kris Pister Berkeley Sensor &...
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SMART DUST
SMART DUSTHardware Limits to Wireless Sensor Networks
Kris PisterBerkeley Sensor & Actuator Center
Electrical Engineering & Computer Sciences UC Berkeley – [email protected]
(on leave to start Dust Inc – [email protected])
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SMART DUST
Ken Wise, U. Michigan
• http://www.eecs.umich.edu/~wise/Research/Overview/wise_research.pdf
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SMART DUST
Bill Kaiser, UCLA
• http://www.janet.ucla.edu/WINS
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SMART DUST
Wireless dawn sensor
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SMART DUST
Computation
Difference EngineCharles Babbage, 1822
Steve Smith, UCB
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SMART DUST
Multi-hop message passing
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SMART DUST
Lots of exponentials
• Digital circuits• Speed, memory• Size, power, cost
• Communication circuits• Range, data rate• Size, power, cost
• MEMS Sensors• Measurands, sensitivity• Size, power, cost
CommunicationComputation
Sensing
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SMART DUST
Smart Dust Goal
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SMART DUST
COTS Dust - RF Motes
• Simple computer• Cordless phone radio• Up to 2 year battery life
N
S
EW 2 Axis Magnetic Sensor
2 Axis Accelerometer
Light Intensity Sensor
Humidity Sensor
Pressure Sensor
Temperature Sensor
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SMART DUST
Open Experimental Platform to Catalyze a Community
Small microcontroller
- 8 kb code, 512 B data
Simple, low-power radio
- 10 kb
EEPROM storage (32 KB)
Simple sensors
WeC 99“Smart Rock” Mica 02
NEST open exp. platform
128 KB code, 4 KB data
50 KB radio
512 KB Flash
comm accelerators
Dot 01
Demonstrate scale
Rene 00
Designed for experimentation
-sensor boards
-power boards
TinyOS
Networking
Services
David Culler, UCB
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SMART DUST
800 node demo at Intel Developers Forum
4 sensors$70,000 / 1000Concept to demo in 30 days!
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SMART DUST
Structural performance due to multi-directional ground motions (Glaser & CalTech)
.
Wiring for traditional structural instrumentation+ truckload of equipment
Mote infrastructure15
13
14
6
5`
15
118
Mote Layou
t 129
Comparison of Results
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SMART DUST
Cory Energy Monitoring/Mgmt System
• 50 nodes on 4th floor• 5 level ad hoc net• 30 sec sampling• 250K samples to database over 6 weeks
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SMART DUST
29 Palms Sensorweb Experiment
• Goals• Deploy a sensor network onto a road from an unmanned
aerial vehicle (UAV)• Detect and track vehicles passing through the network• Transfer vehicle track information from the ground network
to the UAV• Transfer vehicle track information from the UAV to an
observer at the base camp.
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SMART DUST
Last 2 of 6 motes are dropped from UAV
• 8 packaged motes loaded on plane
Last 2 of six being dropped
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SMART DUST
Available Sensors
• Demonstrated w/ COTS Dust• Temperature, light, humidity, pressure, air flow• Acceleration, vibration, tilt, rotation• Sound• GPS• Gases (CO, CO2)• Passive Infra-red• Contact/touch
• Available• Images, low-res video • Gases (VOCs, Organophosphates, NOx…)• Neutrons
Demonstrated Actuators• Motor controllers• 110 VAC relays• Audio speaker• RS232: LCD, …
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SMART DUST
Blue Mote Hardware
• Chipcon cc1000 radio• RX Power: 9.6-14 mA (-102 -> -105 dBm)• TX Power: 12-25 mA, (-5 to 4 dBm) range
~50m indoors• Bit rate up to 76,800 kbps
• TI MSP430 Processor• ~1mA @ 4MHz
• Operating Voltage 2.1-3.3 V
• Sleep mode = 3 A
• Same damn 51 pin connector
• $50-$100
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SMART DUST
Basic Operations
• Sleep
• Listen for activity on radio
• Sample sensors
• Synchronize clocks
• Scheduled chat with neighbor
• Message via multihop• Data• “Warning!”• “We’re all fine down here”
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SMART DUST
Cost of Basic Operations
Operation Current[A]
Time[s]
Charge[A*s]
Sleep 3u
Sample 1m 20u 20nTalk to neighbor15 byte payload
25m 5m 125
Listen to neighbor15 byte payload
10m 8m 80
Sound an alarm 25m 1s?
Listen for alarm 2m 2m 4
QAAbattery = 2000mAh = 7,200,000,000 A*s
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SMART DUST
Typical Topologies
Linear
Star
Tree
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SMART DUST
Application Energy Breakdown
• Collect Data from 3 Children every 15 seconds (RX cost include synchronization)
• Send 4 data packets every 15 seconds
• Alarm check once per second
• Send 10 alarms per day
• Expected Lifetime: 4.1 Years
Cost Each (mJ) Number Per Day mJ per Day % of TotalRX 0.24 17280 4147.2 28%TX 0.375 23040 8640 59%Alarm Check 0.012 86400 1036.8 7%Alarm Send 75 10 750 5%
Total: 14574Battery Life (years): 4.1
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SMART DUST
Alarm Msg
!
HDK Implementation
Collect data from children Send to parent
Periodic Alarm Message Checks
Sensor Sampling
Alarm Msg Forward
Report Interval (user controlled, 0 to 256 seconds)
Reporting Slots 32 ms
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SMART DUST
Time period definitions
Periodic Alarm Message Checks
Sensor Sampling
Report Interval (user controlled, 0 to 256 seconds)
Reporting Slots 32 ms
Tepoch
talarm
tsample
tslot
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SMART DUST
HDK Extrema
• Max data rate through a single mote: 1kB/s
• Max data rate via linear multihop: 300B/s
• Latency in multihop communication: n*tslot
• Alarm lifetime = talarm*Qbat/Qcheck
• Alarm latency < n*talarm
• E.g. talarm = 0.1s; n=20; N=1,000,000Lifetime = 6 yearsLatency < 2 s
• “We’re all fine” lifetime = (Qbat / (Qmsg )* (Tepoch /(1+nkids))• E.g. Tepoch = 20 min; nkids = 1000
Lifetime = 3 years
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SMART DUST
Application Energy Breakdown
• Collect Data from 3 Children every 15 seconds (RX cost include synchronization)
• Send 4 data packets every 15 seconds
• Alarm check once per second
• Send 10 alarms per day
• Expected Lifetime: 4.1 Years
Cost Each (mJ) Number Per Day mJ per Day % of TotalRX 0.24 17280 4147.2 28%TX 0.375 23040 8640 59%Alarm Check 0.012 86400 1036.8 7%Alarm Send 75 10 750 5%
Total: 14574Battery Life (years): 4.1
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SMART DUST
~2 mm^2 ASIC
One Chip, Four Dissertations
• CMOS ASIC• 8 bit microcontroller• Custom interface circuits
• External components
uP SRAM
RadioADC
Temp
Ampinductor
crystal
battery
antenna
~$1
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SMART DUST
Working silicon
• 8 bit uP
• 3k RAM
• OS accelerators
• World record low power 8 bit ADC (100kS/s, 2uA)
• HW Encryption support
• 900 MHz transmitter
Functional, running TinyOS, sending packets to Blue
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SMART DUST
Working mote, happy grad student
Jason Hill
Jason’s mote
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SMART DUST
Power and Energy
• Sources• Solar cells ~0.1mW/mm2, ~1J/day/mm2
• Combustion/Thermopiles
• Storage• Batteries ~1 J/mm3
• Capacitors ~0.01 J/mm3
• Usage• Digital computation: nJ/instruction• Analog circuitry: nJ/sample• Communication: nJ/bit
10 pJ20 pJ/sample
11 pJ RX, 2pJ TX (optical)
10 nJ/bit RF
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SMART DUST
Energy and Lifetime
• 1 mAh ~= 1 micro*Amp*month (Am)• Lithium coin cell: 220 Am (CR2032, $0.16) • AA alkaline ~ 2000 Am
• 100kS/s sensor acquisition: 2A• 1 MIPS custom processor: 10A• 100 kbps, 10-50 m radio: 300A
• 1 month to 1 year at 100% duty• 10 year lifetime w/ coin cell 1% duty
• Sample, think, listen, talk, forward…2 times/second!
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SMART DUST
Energy Considerations
• Storage• Batteries today: 700 Wh/kg (Tadiran)• Battery limits: 8,000 Wh/kg (Aluminum/air)• Gasoline: 12,700 Wh/kg (upper heating value)• H2: 50,000 Wh/kg (upper heating value)
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SMART DUST
Energy Considerations
• Sensing• 1pJ/S @ 10 bits (re: 20pJ/S @ 8 bits)• Power ~ 22N f
Scott, Boser, Pister, An Ultra-Low Power ADC for Distributed Sensor Networks, ESSCIRC 2002.
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SMART DUST
Energy Considerations
• Computation• Power ~ CV2 f• C = NgC0 • C0 = r 0 A/d ~ 5fF/m2
• For 8 bit ops, Ng ~100• A ~ Ld
2
• A = 0.020m2 today (Ld =0.13) 10pJ• A = 0.001m2 2010 (Ld =50nm) 0.5pJ
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SMART DUST
RF Sensitivity
• Pn = kBT f Nf
• Sensitivity = Pn * SNRmin
• e.g. GSM (European cell phone standard), 115kbps
kBT 200kHz ~8x SNRS = -174dBm + 53 dB + 9 dB + 10 dB = -102 dBm
RX power = ~200mWTX power = ~4W 50 uJ/bit
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SMART DUST
RF Path Loss
• Isotropic radiator, /4 dipole• Pr=Pt / (4 (d/)n)
• Free space n=2
• Ground level n=2—7, average 4
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SMART DUST
N=4
From Mobile Cellular
Telecommunications,
W.C.Y. Lee
Pt = 10-50W
-102dBm
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SMART DUST
Path Loss
• Like to choose longer wavelength• Loss ~(d)n
• 916MHz, 30m, 92dB power loss need –92dBm receiver for 1mW xmitter power!
• Penetration of structures, foliage, …
• But…• Antenna efficiency • Size – /4 @ 1GHz = 7.5cm
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SMART DUST
Output Power Efficiency
• RF• Slope Efficiency
• Linear mod. ~10%• GMSK ~50%
• Poverhead = 1-100mW
• Optical• Slope Efficiency
• lasers ~25%• LEDs ~50%
• Poverhead = 1uW-100mW
Slope Efficiency
TrueEfficiency
Pin
Pout
Poverhead
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SMART DUST
Cassini
Limits to RF Communication
• 8 GHz (3.5cm)• 20 W• 1.5x109 km• 115 kbps• -130dBm Rx• 10-21 J/bit
• kT=4x 10-21 J @300K• ~5000 3.5cm photons/bit
Canberra• 4m, 70m antennas
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SMART DUST
Integrated Microwatt Transceiver, Howe/Rabaey, UCB
fclock
Rejects non-linear LNA components Shapes LNA thermal noise Selects System Frequency Bands
Prefilter: micro-machined LC passive
RF Filter (Low Q)
A
D LNA
NM Filter
NM Filter
NM Filter
•Radios need filters•The best filters are electromechanical•Power is related to size
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SMART DUST
Mike Sailor’s Smart Dust
M. SailorUCSD Chemistry
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SMART DUST
CMOS Cameras
• Today• 5mm scale• 1mJ/image• 110,000 pixels
• Tomorrow• 1mm scale• 50pJ * #pixels / image ~ 1uJ• 16k pixels
• Soon• 1mm scale• 1pJ * # pixels /image ~ 1uJ• 1M pixel
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SMART DUST
Single Nanotube Inverter - IBM
Atomic Force Microscope image showing the design of an intra-molecular logic gate. A single carbon nanotube (shaded in blue) is positioned over gold electrodes to produce two p-type carbon nanotube field-effect transistors in series. The device is covered by an insulated layer (called PMMA) and a window is opened by e-beam lithography to expose part of the nanotube. Potassium is then evaporated through this window to convert the exposed p-type nanotube transistor into an n-type nanotube transistor, while the other nanotube transistor remains p-type.
Derycke, Martel, Appenzeller, Avouris; Carbon nanotube inter- and intra-molecular logic gates; Nano Letters, August 26, 2001
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SMART DUST
Carbon Nanotube Circuits - Delft
A. Bachtold, P. Hadley, T. Nakanishi, C. Dekker; Logic circuits with carbon
nanotube transistors Science, 294, 1317-1320 (2001).
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SMART DUST
Nano Dust?
• Nanotube sensors
• Nanotube computation
• Nanotube hydrogen storage
• Nanomechanical filters for communication!
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SMART DUST
Mobility
• Walking
• Hopping
• Flying
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SMART DUST
Mobility
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SMART DUST
Milli-Millennium Falcon
Increase the thrust and Increase the thrust and decrease the mass, decrease the mass, while controlling while controlling thermal lossesthermal losses
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SMART DUST
Thrust Measurements vs. Theory
0
5
10
15
20
25
0 0.5 1 1.5 2 2.5
Time (sec)
Thru
st (m
illin
ewto
ns)
Predicted altitude: 50 m
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SMART DUST
Rocket in Action
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SMART DUST
Synthetic Insects(Smart Dust with Legs)
Goal: Make silicon walk.
•Autonomous•Articulated•Size ~ 1-10 mm•Speed ~ 1mm/s
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SMART DUST
2 Degree of Freedom Legs
1st LinkMotor
2nd LinkMotor
1mm
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SMART DUST
Silicon Inchworm Motors
1mm
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SMART DUST
Current Layout for Motor and Legs
Legs
7.6 mm
Sola
r Cel
lsMotor
Motor
CMO
S
Linkages
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SMART DUST
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SMART DUST
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SMART DUST
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SMART DUST
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SMART DUST
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SMART DUST
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SMART DUST
Solar Powered Robot Pushups
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SMART DUST
Big Products from Small Workers
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SMART DUST
The Dark Side
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SMART DUST
Conclusion
• Tremendous promise
• More new questions than answers