21 Apr 2006IPSN / SPOTS ‘06 Towards Radar-Enabled Sensor Networks Prabal Dutta...
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Transcript of 21 Apr 2006IPSN / SPOTS ‘06 Towards Radar-Enabled Sensor Networks Prabal Dutta...
21 Apr 2006 IPSN / SPOTS ‘06
Towards Radar-Enabled Sensor Networks
Prabal [email protected]
http://www.cs.berkeley.edu/~prabal
with Anish Arora and Steven Bibyk
21 Apr 2006 IPSN / SPOTS ‘06
Motivating Application – Intrusion Detection
I detecteda RadarObject
I detect a MagObject
21 Apr 2006 IPSN / SPOTS ‘06
Motivation
• Security applications that require– Personnel detection– Stealthy sensors– Low density
• The three goals of this talk– Shamelessly proselytize radar– Give you an intuitive appreciation for radar signals– Convince you to consider radar for detection applications
21 Apr 2006 IPSN / SPOTS ‘06
Simplified Theory of Operation – Doppler Sensors
• Radar transmits short (wideband) pulses with period T = 1/f
• Target with vr = v0 reflects Doppler-shifted pulse f ’
• Electronics “mix” TX and RX pulses and output
• Target radial velocity can be estimated
• Complication: Moving objects contain many surfaces
21 Apr 2006 IPSN / SPOTS ‘06
Sensor Electronics
• Dipole antenna• UWB radar sensor
– Range: 0 – 20 m– Power
• 3.4V – 6.0V @ 1mA• 5.5V 1% @ 7.5mA
– Output• LPF Doppler baseband• Bias: 1.25V (nominal)• Range: 0 – 2.5V (VPP)
– Wakeup: ~ 30 seconds!
• Mica Power Board– Input: 2.7V – 3.3V– Output: 3V – 40V– Preset: 3.6V, 5.5V
• Mica Sensor Board• Mica2 Processor Board
21 Apr 2006 IPSN / SPOTS ‘06
Antenna Considerations
• Used default dipole antenna but it has several issues– Null in radiation pattern means
a major blind spot
– Considerable energy reflected by ground
• Discone addresses– Vertical polarization
– Omni-directional
– Wideband
21 Apr 2006 IPSN / SPOTS ‘06
Enclosure Design
• Orientation issues– Gimbal mechanism
– Rotationally self-righting
– Horizontally self-righting
• Transparent body– Passes solar radiation
– Looks really cool!
• Weather Resistance– Water-tight enclosure
– O-ring seals
– Overheats in FL sun
21 Apr 2006 IPSN / SPOTS ‘06
Conclusions and Future Work
• We– Motivated the application of a remarkably useful sensor– Showed feasibility of integrating UWB radar with motes– Demonstrated a simple CFAR NP signal detector– Highlighted some challenges with simple SP techniques
• Current work limited to– Single (or small number of) node(s)– Simple, local detection (and classification)– UWB Doppler motion sensors
• Future work– Address false alarm rates through robust detection– Explore collaborative signal processing– Explore low-complexity classification algorithms– Incorporate UWB rangefinders