passive radar
TRANSCRIPT
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Passive Radar
Mentor: Erik JohnsonBy Koushik Roy
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What is RADAR?• RAdio Detection And Ranging• A radio transmitter emits an
electromagnetic pulse and waits for the echo.
• An object t seconds away produces an echo reflection of the transmitted signal, delayed by t seconds
• Each reflection scales the amplitude of the wave down by a factor.
• Echoes from objects in the environment consist of scaled and shifted (or delayed) versions of the originally transmitted pulse.
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A Modern Radar Detection System
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Passive or Active Radar?• Active radar systems transmit a known
signal.– Most systems are active.– Such systems can be detected and jammed.
• Passive radar systems rely on ambient signals, and their reflections.– Signal processing
• Reference signal and reflection signals– Hard to detect or jam.– Efficient power usage
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Challenges involved in Passive Radar
• Extra signal processing must occur to select and detect the reference signal
• Receiver and transmitter are in different locations
• Reference signal must be filtered out of the input received by the receiver
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Goals and Assumptions• Segment space into regions, and to
classify valid signals in each space.• Select a good reference signal.
– Fits energy and modulation criterion• Receiver remains stationary• Use signals from the FM band• Simulations will provide much of the
environment for refining theories.
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Progress• Radar signal processing theory
– How can we use reflections to detect objects– What constitutes a typical radar system– What separates active from passive radar.
• Electromagnetic Wave propagation theory– Time delays in reflections– Amplitude scaling in reflections– Beamforming and wavefronts
• A coherent model of a passive radar system.• MATLAB code.
– A radar simulator– A beamforming weights generator– A beamformer
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The Current Model• Beamformer
– Allows us to sweep the environment spatially– Segment space into different regions
• Classifier– Determines the properties of ambient signals.– Statistically chooses a reference signal.
• Detector– Filters out the reference signal– Determines the reflections of the reference
signal• Conventional Radar Techniques
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Beamformers• Typically implemented with a phased array
of omnidirectional antennas.• All electromagnetic plane waves have
wavefronts.• These wavefronts hit different receivers in
the phased array at different times, based on the incident angle of the waves.
• By applying digital weights to each antenna, we can digitally steer the array of antennas.
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Beamforming System
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Simulator Output3 Transmitters, 3 Point Reflectors, 6 Receivers
InputsInputs
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Simulator Output3 Transmitters, 3 Point Reflectors, 6 Receivers
OutputsOutputs
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Work to be Done• Segmentation of the environment
spatially• Statistically classify ambient signals• Analysis of the energy and frequency
modulation properties of signals.• Make a correct choice for a passive
radar reference signal.