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CS434/534: Topics in Networked (Networking) Systems Mobile Networking System: Making Connections: Backscatter Geng Li Computer Science Department Yale University 208A Watson
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Outline Admin Android Platform overview Basic concepts
Inter-thread: execution model with multiple threads Inter-process: component composition Inter-machine: network-wise composition Service discovery Make connections Bluetooth WiFi Direct Cellular Mobile cloud RFID – Backscatter (New wireless technology)
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Recap: RFID Tag Tag is a device used to transmit information such as a serial number to the reader in a contact less manner Classified as Passive : energy from reader Active : energy from battery Semi-passive : energy from battery and energy from reader
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Recap: Near Field RFID <= 100 Mhz
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Near Field RFID Non-radiative techniques
Either inductive or magnetic resonant coupling Varying magnetic flux induces current Transfer power over short distances N S Receiver Source
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Far Field RFID Radiative techniques
Electric field of the electromagnetic waves Radio frequency (RF) waves as an energy delivery medium Transfer power over longer distances Provision of energy to many receivers simultaneously broadcast nature Charge low-power embedded devices RFID tags chip antenna
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Far Field RFID Active Battery-free communication! Semi-passive
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RFID Backscatter
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Backscatter – Key Principle
When a wave encounters a boundary between two media (impedances/densities), the wave is reflected back Creating an additional impedance boundary between the antenna and the backscatter circuit
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Backscatter in SIGCOMM
2013: Best paper 2014: 2/8 in Wireless Session 2015: 2/4 2016: 3/5, including the Best Paper
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Three Types of Novel Backscatter
Ambient Backscatter Wi-Fi Backscatter Inter-Technology Backscatter
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Three Types of Novel Backscatter
Ambient Backscatter Wi-Fi Backscatter Inter-Technology Backscatter
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Ambient Backscatter Ambient RF signal source and energy source? TV
Radio Cellular transmissions WiFi Bluetooth
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Leverage Existing Wireless Signals
TV Cellular Wi-Fi Available at almost any time and place, rain or shine
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Communication between two battery-free devices
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Ambient Backscatter- ON-OFF keying modulation
TV Tower Works with only ~5% of the harvested power! Reception Unaffected Additional Multipath Bob Alice ‘0’ bit – Absorb TV Signals ‘1’ bit – Reflect TV signals
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Block diagram It consists of a transmitter, a receiver and a harvester that all use the same ambient RF signals
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RFID Backscatter Ambient Backscatter Reader Tag
Reader sends constant wave Receive chain: 100s of mW Reader centrally coordinates
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RFID Backscatter Ambient Backscatter Reader Tag Tag Tag
Reader sends constant wave Receive chain: 100s of mW Reader centrally coordinates Uses uncontrollable signals Receive chain: 0.5 μW Need distributed MAC
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Challenges Extracting backscattered signals from ambient signals we don’t control Decoding on a battery-free device Designing distributed MAC for battery-free devices
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Alice’s reflections change the average amplitude
Send 0 and 1 TV Tower Send 0: Alice absorbs At Bob: TV signal Send 1: Alice reflects + Weak Reflection Alice Bob Alice’s reflections change the average amplitude
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How Do We Extract The Backscattered Signals?
Alice Sends 1010… Alice Inactive Moving Window Average
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Use RC Circuits to Average
Capacitor slowly charges/discharges when voltage is applied/removed Provides a cheap, analog, exponential moving average By picking the right RC values, we can selectively filter out the high TV frequencies
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Now that we can decode bits…
Link Layer Distributed MAC? Physical Layer
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Carrier Sense Preamble correlation Energy detection
Detect the beginning of other packet transmissions Energy detection Detect energy in the middle of a packet transmission
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Packet Format Detecting the Beginning of a Packet Transmission
Preamble Continuous correlation Comparator hardware takes very little power A few bits to wake up the receiver’s hardware
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Recall: CSMA CSMA/CD: Collision Detection CSMA/CA: Collision Avoidance
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Evaluation The distance between the transmitter and receiver
The distance from TV tower Outdoor and indoor can achieve 1 kbps, at distances of up to 2.5 feet in outdoor and 1.5 feet indoor.
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Three Types of Novel Backscatter
Ambient Backscatter Wi-Fi Backscatter Inter-Technology Backscatter
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Wi-Fi Backscatter Wi-Fi Backscatter: Internet Connectivity for RF-Powered Devices SIGCOMM 2014 Passive Wi-Fi: Bringing Low Power to Wi-Fi Transmissions NSDI 16 Best Paper
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Wi-Fi Backscatter Why? Stronger power source
Connect commodity Wi-Fi devices to the Internet
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Wi-Fi Backscatter - Signal Source
Wi-Fi Backscatter: Internet Connectivity for RF-Powered Devices SIGCOMM 2014 Passive Wi-Fi: Bringing Low Power to Wi-Fi Transmissions NSDI 16 Best Paper WiFi AP Special device transmitting a single-frequency tone.
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Changing reflection consumes 0.65 µW of power
Wi-Fi Backscatter Key Idea: it conveys a ‘1’ and a ‘0’ bit by either reflecting or absorbing the Wi-Fi packets Wi-Fi AP Changing reflection consumes 0.65 µW of power RSSI 3 5 6 4 1 2 9 8 7 Wi-Fi Device Wi-Fi Backscatter Tag 1
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Wi-Fi AP Consumes Energy
Power scaled with Moore’s law O(10 uW) No such scaling O(100 mW) Digital (Baseband) Analog (RF) Wi-Fi transmitter consumes mW
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Generate Wi-Fi packets using reflections
Passive Wi-Fi Generate Wi-Fi packets using reflections sin (2𝜋𝑓𝑡) Plugged-in Device 9 Passive Device Wi-Fi Receiver
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Three Types of Novel Backscatter
Ambient Backscatter Wi-Fi Backscatter Inter-Technology Backscatter
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Inter-Technology Backscatter
SIGCOMM 16 Best Paper Towards Internet Connectivity for Implanted Devices
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Brain implants for reanimation of limbs
Need wireless connectivity to make this practical and safe Brown University - Guardian News & Media Ltd
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Contact lenses that measure blood sugar
Google- Business Computing World
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Contact lenses that measure blood sugar
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Inter-Technology Backscatter
Source Receiver Contact lens
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Problem: Bluetooth and WiFi are different protocols
Challenge 1: Different modulation Frequency Shift Keying Phase Shift Keying Challenge 2: Different frequencies and bandwidth
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Inter-Technology Backscatter
Step 1: Transform Bluetooth transmissions into single tone signals Step 2: Reflect the single tone signal to create Wi-Fi packets
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How to create a single tone from Bluetooth?
Bluetooth uses frequency shift keying flow = 0 fhigh = 1
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How to create a single tone from Bluetooth?
Bluetooth uses frequency shift keying 1 1 Transmitting all ‘0’ or ‘1’ bits creates a single tone
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Inter-Technology Backscatter
Step 1: Transform Bluetooth transmissions into single tone signals Step 2: Reflect the single tone signal to create Wi-Fi packets
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How to create WiFi packets?
First-Order Solution: Use Passive WiFi (NSDI ‘16) Problem: Bluetooth and WiFi use different frequencies BLE 38 Smart contact lens
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How to create WiFi packets?
First-Order Solution: Use Passive WiFi (NSDI ‘16)
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Problem: Passive WiFi creates mirror copy outside ISM band
2.4 GHz ISM Band BLE 38 Mirror Copy Wi-Fi CH11
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Problem: Passive WiFi creates mirror copy outside ISM band
Create the complex signal I + Q*j Real impedance Imaginary impedance
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Key Idea: Cancel mirror copy using two switches
Single sideband backscatter Key Idea: Cancel mirror copy using two switches Mirror Copy + +
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Conclusion : Backscatters
Can achieve battery-free communication Can utilize various available signal sources Only adopt ON-OFF keying amplitude modulation Have limited range and data rates Can be potential technology fo IoT
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