IEEE Transactions on Signal Processing · 2020 · 62 citations · 28 references
EngineeringElectrical EngineeringAntennasMicrowave EngineeringWireless CommunicationsBeamformingRadar AntennasRadar InstrumentationRadar Signal ProcessingRadar SystemsAgilityCarrier FrequenciesElectronic CountermeasuresPhased Array RadarRange-doppler ProcessingSignals
Modern radar systems are expected to operate reliably in congested environments. A candidate technology for meeting these demands is frequency agile radar (FAR), which randomly changes its carrier frequencies. FAR is known to improve the electronic counter-countermeasures (ECCM) performance while facilitating operation in congested setups. To enhance the target recovery performance of FAR in complex electromagnetic environments, we propose two radar schemes extending FAR to multi-carrier waveforms. The first is Wideband Multi-carrier Agile Radar (WMAR), which transmits/receives wideband waveforms simultaneously with every antenna. To mitigate the demanding hardware requirements associated with wideband waveforms used by WMAR, we next propose multi-Carrier AgilE phaSed Array Radar (CAESAR). CAESAR uses narrowband monotone waveforms, thus facilitating ease of implementation of the system, while introducing spatial agility. We characterize the transmitted and received signals of the proposed schemes, and develop an algorithm for recovering the targets, based on concepts from compressed sensing to estimate the range-Doppler parameters of the targets. We then derive conditions which guarantee their accurate reconstruction. Our numerical study demonstrates that both multi-carrier schemes improve performance compared to FAR while maintaining its practical benefits. We also demonstrate that the performance of CAESAR, which uses monotone waveforms, is within a small gap from the wideband radar.
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Compressed Sensing Off the Grid
Gongguo Tang, Badri Narayan Bhaskar, Parikshit Shah et al. · IEEE Transactions on Information Theory · 2013 · 1.2K citations
Natural Sciences, Electrical Engineering, Information Theory +16
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