• Media type: E-Article
  • Title: High range and doppler resolution by application of compressed sensing using low baseband bandwidth OFDM radar
  • Contributor: Knill, Christina [Author]; Schweizer, Benedikt [Author]; Sparrer, Susanne [Author]; Roos, Fabian [Author]; Fischer, Robert [Author]; Waldschmidt, Christian [Author]
  • Published: Universität Ulm, 2018-07-18T15:47:08Z
  • Language: English
  • DOI: https://doi.org/10.18725/OPARU-8245
  • Keywords: AMP ; Komprimierte Abtastung ; DDC 620 / Engineering & allied operations ; Automotive Radar ; Schwach besetzte Matrix ; OFDM ; Radar ; Automotive sensors ; Signal processing ; Digital techniques ; DDC 004 / Data processing & computer science ; Mehrdimensionale Signalverarbeitung ; Digitale Signalverarbeitung ; Compressed sensing (Telecommunication)
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  • Description: Multi-carrier waveforms such as orthogonal frequency-division multiplexing (OFDM) found their way into radar applications in the last few years. However, currently, typically only a fraction of the large baseband bandwidth required to obtain high resolution is available in practice due to hardware limitations. In this paper, we propose a frequency agile sparse OFDM radar processing which allows the transmission of consecutive bandwidth-reduced OFDM pulses on different carriers and thereby covering a much larger measurement bandwidth in a measurement frame. Through joint processing of multiple narrowband pulses and compressed sensing methods, high resolution and unambiguity in the joint range-velocity profile is obtained comparable to an equivalent wideband OFDM. It shows that a baseband bandwidth of 20 % of the full channel bandwidth is sufficient to reliably obtain the same result as for an equivalent wideband OFDM signal. The proposed processing scheme is validated using simulations and radar measurements at 77 GHz. ; acceptedVersion