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“RadCom”
The Intelligent Radar Signal

              Communication Coding of
               Pulsed Radar Systems

                                  by Werner Wiesbeck



Forschungszentrum Karlsruhe                            Universität Karlsruhe (TH)
in der Helmholtz - Gemeinschaft                        Research University•founded 1825
State of the Art Coherent Pulsed Radar Modulation




   State of the Art Radars are
              Stupid!




                                                                   2

                           Institut für Hochfrequenztechnik
                                                             IHE
                                              und Elektronik
State of the Art Coherent Pulsed Radar Modulation
 Radar type             Time domain                 Frequency domain
                                                          A
                  A     τp       T

Pulsed-CW
                                                t                   f

                  A
                                                    fTx
FM-Chirp
                                                t
                                                                    t

                  fTx                               A

Frequency Coded
                                            t                       f

                                                          A
                  A
Stagger                               ...

                                            t                       f
                                                                         3

                                 Institut für Hochfrequenztechnik
                                                                   IHE
                                                    und Elektronik
Motivation – Basic Idea




           Communication
                                      Radar targets




                            RadCom



                                                                   4

                           Institut für Hochfrequenztechnik
                                                             IHE
                                              und Elektronik
Basic Idea
                          reflected signal
                                                         communication
           RadCom Tx
             signal
                                                                 targets


Car equipped with
RadCom system
Interference
                                                          interferer
   signal
                             Intelligent
                           Transportation
 2D Radar Imaging           System (ITS)                  Communications
      by digital
                                                           Diversity, MIMO
    beam-forming       Driver Assistance
       •range          Congestion Avoidance
                                                         •traffic information
       •speed          Dynamic Route Planning             •road condition
      •azimuth         PreCrash Detection              •C2C communication

                                                                                7

                                      Institut für Hochfrequenztechnik
                                                                        IHE
                                                         und Elektronik
Radar and Communication Ranges




    Radar equation:                               Com. range:

                  PTx " GTx " GRx R " #2 " $                  PTx " GTx " GRx C " #2
     PRxRadar   =                                  PRxCom   =
                         (4 % ) 3 " R 4                            (4 $ ) 2 " R 2

                                                    4# " R 2
                                PRxCom = PRxRadar "
!                                     !               $
                                                                                       8

                                               Institut für Hochfrequenztechnik
                                                                                 IHE
                                                                  und Elektronik

                   !
Coding of Radar Signals

Well known Radar coding for EW purposes:
      Pulse Radar
      Linear FM Chirp
      FMCW
      M-Sequence                      Example:
      Multicarrier Signals
      ......                       OFDM
Coding in communications:
      Single carrier BPSK, QPSK
      OFDM
      CDMA
      DSSS
      ......

                                                                      9

                              Institut für Hochfrequenztechnik
                                                                IHE
                                                 und Elektronik
OFDM Signal Spectrum

                                    -10                                 OFDM spectrum
                                                                        sub-carrier
rel. power spectral density in dB

                                                                                            OFDM pulse shape:
                                                                                            rectangular
                                     0                                                      (-13dB first order
                                                                                            sidelobes for single
                                                                                            sub-carrier)

                                    -10
                                                                                            N sub-carriers,
                                                                                            e.g. 16

                                    -20                                                     complex orthog.
                                                                                            sampling in FD


                                    -30
                                          -1   -0.5            0           0.5          1
                                                      normalized frequency
                                                                                                                   10

                                                                       Institut für Hochfrequenztechnik
                                                                                                         IHE
                                                                                          und Elektronik
OFDM Transmit Signal



                    x(t,f)




                                                                Nc-1
                               n=0
                                          carrier
                                           ....
                                        ....                                   f
            envelopes
                                                                         µ=0

                                        ...
                                     ...                       bo
                                                                    ls
                        ....                           sy
                                                           m

                                                  Nsym-1
      t                                       TOFDM
                   Δf

               B




                                                                                      11

                                              Institut für Hochfrequenztechnik
                                                                                IHE
                                                                 und Elektronik
OFDM Multi Carrier Transmit Scheme
    Orthogonal(FDM) scheme as a digital multi-carrier method

                                                                  cyclic prefix
                                                                     pilots
                                                                    guards


                                 N
 data    QAM         1:N                          OFDM               signal
                             symbols     IFFT               N:1
source modulator                                 symbols           formation
                              stream



                     Frequency Domain        Time Domain


  Dividing data            Each sub-carrier is
                                                   Total data rates similar to
into parallel data         modulated at a low
                                                   single-carrier schemes
     streams                  symbol rate

                                                                                  12

                                          Institut für Hochfrequenztechnik
                                                                            IHE
                                                             und Elektronik
Joint Radar and Communication System Concept




                                                        communication
                                                           partner


Advantages of OFDM signals:
high data rate for payload data (no spreading required)
high processing gain
low range side lobes
possibility of Doppler processing (orthogonal to range)
Beam-forming capability
                                                                             13

                                     Institut für Hochfrequenztechnik
                                                                       IHE
                                                        und Elektronik
OFDM System Parameters for 24 GHz ISM Band
   Symbols               Parameter                         Value
       fc             Carrier frequency                   24 GHz
      Nc            Number of subcarriers                   1024
        f             Subcarrier spacing                 90.909 kHz
    TOFDM      Elementary OFDM symbol duration             11 µs
      TG              Cyclic prefix length                1.375 µs
      B             Total signal bandwidth                93.1 MHz
       R            Radar range resolution                 1.61 m
     Rmax            Unambiguous range                     1650 m
    vrel,max        Unambiguous velocity                 ± 284 m/s
     Nsym        Number of evaluated symbols                256
     ∆vrel            Velocity resolution                 2.22 m/s
      GP               Processing Gain                    54.2 dB

                                                                                  16

                                          Institut für Hochfrequenztechnik
                                                                            IHE
                                                             und Elektronik
OFDM Coded Radar System Simulation
         Signal: OFDM coded BPSK     Targets: {X,Y}, v, RCS
              Tx: G, PTx, Nsym       Propagation: ray-tracing




              OFDM-Tx                     channel




               Radar
                                         OFDM-Rx
             processing


            Radar image                 Binary data


                                                                           17

                                   Institut für Hochfrequenztechnik
                                                                     IHE
                                                      und Elektronik
OFDM Radar Processing

                                         x(t)
          ITx (n)               Tx

                                                ~ fc
                        !                y(t)
 !        IRx (n)               Rx

                                     !
               !
 !   Standard approach:                                  New, dedicated approach:
Cross-correlation Tx-Rx Signals                         Complex division of symbols
                                                                       IRx (n)
       src (" ) =   $   y(t)x(t # " ) dt                  Idiv (n) =
                                                                       ITx (n)
                                                                               , src (" ) = IFFT[ Idiv (n)]

  dependent on signal (data)                            completely independent
  unpredictable correlations                             from signal (data)
!
  high computational effort                      !      low computational effort
                                                                                                              18

                                                       Institut für Hochfrequenztechnik
                                                                                         IHE
                                                                          und Elektronik
OFDM-Radar Range-Doppler Processing
                                                                                                    IFFT




                                                                                                                                                            .............
                                                                                                                              k=N-1




                                                                                                                   distance



                                                                                                                                      .............
                                                                                                                                .
                                                                                                                               k=1
                                                                                                                               k=0
                                                                                                                                      ν=0 .           .    . ν=M-1
                                                                                                                                                          Doppler
                                                                                                        3. Step: Inverse Fourier trans-
                                                                                                        formation in frequency direction



                                .............
                                                              FFT                       .............
            frequency




                                                                    frequency
                        n=N-1                                                   n=N-1
                          .                                                       .
                         n=1                                                    n=1
                                           .............                                           .............
                         n=0                                                    n=0
                                µ=0 .       .   .     µ=M-1                             ν=0 .       .    . ν=M-1
                                                    time                                                Doppler
                        2. Step: Fourier transformation in time direction

1.    Step:
                            I ( n)
complex division I div (n) = Rx                                                                         Processing gain: Nc·Nsym
of symbols                   I Tx (n)
                                                                                                                                                                            19

                                                                                Institut für Hochfrequenztechnik
                                                                                                                  IHE
                                                                                                   und Elektronik
Range and Doppler Resolution for 3 Targets
                  Target   Range R in m       Speed v in m/s
                                                                                     B = 93.1 MHz
                    z1         33,2                10
                                                                                     Tsym = 12.375 µs
                    z2         33,2                14                                Nsym = 128
                    z3            35                    10                           fc = 24 GHz
Distance R in m




                                                                              Unambiguous and
                                                                                  independent
                                                                                 resolution for
                                                                             distance and Doppler
                                                                                for an arbitrary
                                                                               number of objects



                           Relative velocity v in m/s
                                                                                                        20

                                                             Institut für Hochfrequenztechnik
                                                                                               IHE
                                                                                und Elektronik
“RadCom”
Verification by Measurements

                          by Christian Sturm and Werner Wiesbeck




Forschungszentrum Karlsruhe                                        Universität Karlsruhe (TH)
in der Helmholtz - Gemeinschaft                                    Research University•founded 1825
Measurement System Setup at 24 GHz ISM Band
A(f)
                          Mixer creates two sidebands      Ethernet HUB
                            Only upper sideband is
                           evaluated at the receiver



              frequency

                             cable losses
        GRx = 22 dBi
                               ≈ 3.5 dB
       (( (                                                                        FSQ26
                                                                                 @ 24.05 GHz
       GTx = 22 dBi
       PTx = 22 dBm
                                                                                 Mixer SMR40
       (( (                     amp
                                                                                 @ 23.85 GHz
                                                                                Reference
                                                                                + Trigger
                                 OFDM
                                 Signal                                           SMJ 100A
                                                                                  @ 200 MHz

                                                                                                22

                                                        Institut für Hochfrequenztechnik
                                                                                          IHE
                                                                           und Elektronik
Measurement on Street

                                            Normalization to
                                        RCS = 1 m² in 10 m distance

                                            Radar image in dB




                   13.3 dBm²
         8.1 dBm²
      v = -14.2 km/h




                                       Velocity ≈ 15.7 m/s = 56.7 km/h


                                                                         23

                               Institut für Hochfrequenztechnik
                                                                 IHE
                                                  und Elektronik
Digital Beam-forming
                          for
                Azimuth Processing
                          by Christian Sturm and Werner Wiesbeck




Forschungszentrum Karlsruhe                                        Universität Karlsruhe (TH)
in der Helmholtz - Gemeinschaft                                    Research University•founded 1825
Multi-beam DBF Radar Signal Processing

          Rx signal y1(t)                                               Receive array signal vector
       Rx signal y2(t)
   Rx signal y3(t)                                                         # src,1 (" ) &
 Rx signal y4(t)            src,4 (" )                                     %            (
           KKF
         KKF                                                               % src,2 (" )( !
                                                                                          = s (" )
      KKF                                                                  % src,3 (" ) ( rc
    Corr                                                                   %            (
        Sendesignal x(t)
     Sendesignal x(t)                                                      $ src,4 (" )'
                !
  Sendesignal x(t)
 Tx signal x(t)
                                  τ !
                                    4          3                    1
                                                          2
                                                                !
                                         d/λ       d/ λ       d/λ


                                                                        Azimuth Processing by
                                                                         Digital Beamforming


                                                                                                      26

                                                          Institut für Hochfrequenztechnik
                                                                                            IHE
                                                                             und Elektronik
Digital Beam-Forming for Multiple Targets
   Coverage unprocessed:         coverage Tx = coverage Rx
                             transmit beam ⇔multiple receive beams




DBF processed multiple receive beams



                                                                         27

                                 Institut für Hochfrequenztechnik
                                                                   IHE
                                                    und Elektronik
Radar und Communication with Digital Beam-forming

Multiple antenna systems and coded signals for Super Resolution?



 V2V communication by codes

 range compression by correlation (PN-Codes, PPM, OFDM, MPSK...)

 angular compression by Digital Beam-forming or by




                                       Super-Resolution?



                                                                           28

                                   Institut für Hochfrequenztechnik
                                                                     IHE
                                                      und Elektronik
Music Processing in OFDM Radar

  G    T
             OFDM-Tx       Channel          OFDM-Rx          Binary DATA
 Pow N_sym
                                                        Radar
                       AWGN V                        Performance




                                                                   azimuth processing
                        {X,Y} RCS

                                                     Image Data


                                     time




                                                              MUSIC


                                                 .
                                             ...
                                             s
                                            ot
                                        sh
                                       p
                                     na
                                 .s

                   !
                                ...


                   sc1 (n,m)


                                                                                        29
              !
                                      Institut für Hochfrequenztechnik
                                                                        IHE
                                                         und Elektronik
Virtual Drive with Ray-Tracing DBF and Super Resolution
                                Ray-Tracing Kanalmodell
     Radar Transmitter
       Ray-tracing
      (BPSK Modulation)




      Radar Receiver



        DBF with
     Super Resolution
           Range
         Correlation

          Azimuth
       Array Processing

                                                                   30

                           Institut für Hochfrequenztechnik
                                                             IHE
                                              und Elektronik
Summary Virtual Drive

     Radio detection                        Mobile
      and ranging                        Communications



                       RadCom


                       one transmission
                       one spectrum
                       one code


                                                                        31

                                Institut für Hochfrequenztechnik
                                                                  IHE
                                                   und Elektronik

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WE3.L10.2: COMMUNICATION CODING OF PULSED RADAR SYSTEMS

  • 1. “RadCom” The Intelligent Radar Signal Communication Coding of Pulsed Radar Systems by Werner Wiesbeck Forschungszentrum Karlsruhe Universität Karlsruhe (TH) in der Helmholtz - Gemeinschaft Research University•founded 1825
  • 2. State of the Art Coherent Pulsed Radar Modulation State of the Art Radars are Stupid! 2 Institut für Hochfrequenztechnik IHE und Elektronik
  • 3. State of the Art Coherent Pulsed Radar Modulation Radar type Time domain Frequency domain A A τp T Pulsed-CW t f A fTx FM-Chirp t t fTx A Frequency Coded t f A A Stagger ... t f 3 Institut für Hochfrequenztechnik IHE und Elektronik
  • 4. Motivation – Basic Idea Communication Radar targets RadCom 4 Institut für Hochfrequenztechnik IHE und Elektronik
  • 5. Basic Idea reflected signal communication RadCom Tx signal targets Car equipped with RadCom system Interference interferer signal Intelligent Transportation 2D Radar Imaging System (ITS) Communications by digital Diversity, MIMO beam-forming Driver Assistance •range Congestion Avoidance •traffic information •speed Dynamic Route Planning •road condition •azimuth PreCrash Detection •C2C communication 7 Institut für Hochfrequenztechnik IHE und Elektronik
  • 6. Radar and Communication Ranges Radar equation: Com. range: PTx " GTx " GRx R " #2 " $ PTx " GTx " GRx C " #2 PRxRadar = PRxCom = (4 % ) 3 " R 4 (4 $ ) 2 " R 2 4# " R 2 PRxCom = PRxRadar " ! ! $ 8 Institut für Hochfrequenztechnik IHE und Elektronik !
  • 7. Coding of Radar Signals Well known Radar coding for EW purposes: Pulse Radar Linear FM Chirp FMCW M-Sequence Example: Multicarrier Signals ...... OFDM Coding in communications: Single carrier BPSK, QPSK OFDM CDMA DSSS ...... 9 Institut für Hochfrequenztechnik IHE und Elektronik
  • 8. OFDM Signal Spectrum -10 OFDM spectrum sub-carrier rel. power spectral density in dB OFDM pulse shape: rectangular 0 (-13dB first order sidelobes for single sub-carrier) -10 N sub-carriers, e.g. 16 -20 complex orthog. sampling in FD -30 -1 -0.5 0 0.5 1 normalized frequency 10 Institut für Hochfrequenztechnik IHE und Elektronik
  • 9. OFDM Transmit Signal x(t,f) Nc-1 n=0 carrier .... .... f envelopes µ=0 ... ... bo ls .... sy m Nsym-1 t TOFDM Δf B 11 Institut für Hochfrequenztechnik IHE und Elektronik
  • 10. OFDM Multi Carrier Transmit Scheme Orthogonal(FDM) scheme as a digital multi-carrier method cyclic prefix pilots guards N data QAM 1:N OFDM signal symbols IFFT N:1 source modulator symbols formation stream Frequency Domain Time Domain Dividing data Each sub-carrier is Total data rates similar to into parallel data modulated at a low single-carrier schemes streams symbol rate 12 Institut für Hochfrequenztechnik IHE und Elektronik
  • 11. Joint Radar and Communication System Concept communication partner Advantages of OFDM signals: high data rate for payload data (no spreading required) high processing gain low range side lobes possibility of Doppler processing (orthogonal to range) Beam-forming capability 13 Institut für Hochfrequenztechnik IHE und Elektronik
  • 12. OFDM System Parameters for 24 GHz ISM Band Symbols Parameter Value fc Carrier frequency 24 GHz Nc Number of subcarriers 1024 f Subcarrier spacing 90.909 kHz TOFDM Elementary OFDM symbol duration 11 µs TG Cyclic prefix length 1.375 µs B Total signal bandwidth 93.1 MHz R Radar range resolution 1.61 m Rmax Unambiguous range 1650 m vrel,max Unambiguous velocity ± 284 m/s Nsym Number of evaluated symbols 256 ∆vrel Velocity resolution 2.22 m/s GP Processing Gain 54.2 dB 16 Institut für Hochfrequenztechnik IHE und Elektronik
  • 13. OFDM Coded Radar System Simulation Signal: OFDM coded BPSK Targets: {X,Y}, v, RCS Tx: G, PTx, Nsym Propagation: ray-tracing OFDM-Tx channel Radar OFDM-Rx processing Radar image Binary data 17 Institut für Hochfrequenztechnik IHE und Elektronik
  • 14. OFDM Radar Processing x(t) ITx (n) Tx ~ fc ! y(t) ! IRx (n) Rx ! ! ! Standard approach: New, dedicated approach: Cross-correlation Tx-Rx Signals Complex division of symbols IRx (n) src (" ) = $ y(t)x(t # " ) dt Idiv (n) = ITx (n) , src (" ) = IFFT[ Idiv (n)]  dependent on signal (data) completely independent  unpredictable correlations from signal (data) !  high computational effort ! low computational effort 18 Institut für Hochfrequenztechnik IHE und Elektronik
  • 15. OFDM-Radar Range-Doppler Processing IFFT ............. k=N-1 distance ............. . k=1 k=0 ν=0 . . . ν=M-1 Doppler 3. Step: Inverse Fourier trans- formation in frequency direction ............. FFT ............. frequency frequency n=N-1 n=N-1 . . n=1 n=1 ............. ............. n=0 n=0 µ=0 . . . µ=M-1 ν=0 . . . ν=M-1 time Doppler 2. Step: Fourier transformation in time direction 1. Step: I ( n) complex division I div (n) = Rx Processing gain: Nc·Nsym of symbols I Tx (n) 19 Institut für Hochfrequenztechnik IHE und Elektronik
  • 16. Range and Doppler Resolution for 3 Targets Target Range R in m Speed v in m/s B = 93.1 MHz z1 33,2 10 Tsym = 12.375 µs z2 33,2 14 Nsym = 128 z3 35 10 fc = 24 GHz Distance R in m Unambiguous and independent resolution for distance and Doppler for an arbitrary number of objects Relative velocity v in m/s 20 Institut für Hochfrequenztechnik IHE und Elektronik
  • 17. “RadCom” Verification by Measurements by Christian Sturm and Werner Wiesbeck Forschungszentrum Karlsruhe Universität Karlsruhe (TH) in der Helmholtz - Gemeinschaft Research University•founded 1825
  • 18. Measurement System Setup at 24 GHz ISM Band A(f) Mixer creates two sidebands Ethernet HUB Only upper sideband is evaluated at the receiver frequency cable losses GRx = 22 dBi ≈ 3.5 dB (( ( FSQ26 @ 24.05 GHz GTx = 22 dBi PTx = 22 dBm Mixer SMR40 (( ( amp @ 23.85 GHz Reference + Trigger OFDM Signal SMJ 100A @ 200 MHz 22 Institut für Hochfrequenztechnik IHE und Elektronik
  • 19. Measurement on Street Normalization to RCS = 1 m² in 10 m distance Radar image in dB 13.3 dBm² 8.1 dBm² v = -14.2 km/h Velocity ≈ 15.7 m/s = 56.7 km/h 23 Institut für Hochfrequenztechnik IHE und Elektronik
  • 20. Digital Beam-forming for Azimuth Processing by Christian Sturm and Werner Wiesbeck Forschungszentrum Karlsruhe Universität Karlsruhe (TH) in der Helmholtz - Gemeinschaft Research University•founded 1825
  • 21. Multi-beam DBF Radar Signal Processing Rx signal y1(t) Receive array signal vector Rx signal y2(t) Rx signal y3(t) # src,1 (" ) & Rx signal y4(t) src,4 (" ) % ( KKF KKF % src,2 (" )( ! = s (" ) KKF % src,3 (" ) ( rc Corr % ( Sendesignal x(t) Sendesignal x(t) $ src,4 (" )' ! Sendesignal x(t) Tx signal x(t) τ ! 4 3 1 2 ! d/λ d/ λ d/λ Azimuth Processing by Digital Beamforming 26 Institut für Hochfrequenztechnik IHE und Elektronik
  • 22. Digital Beam-Forming for Multiple Targets Coverage unprocessed: coverage Tx = coverage Rx transmit beam ⇔multiple receive beams DBF processed multiple receive beams 27 Institut für Hochfrequenztechnik IHE und Elektronik
  • 23. Radar und Communication with Digital Beam-forming Multiple antenna systems and coded signals for Super Resolution? V2V communication by codes range compression by correlation (PN-Codes, PPM, OFDM, MPSK...) angular compression by Digital Beam-forming or by Super-Resolution? 28 Institut für Hochfrequenztechnik IHE und Elektronik
  • 24. Music Processing in OFDM Radar G T OFDM-Tx Channel OFDM-Rx Binary DATA Pow N_sym Radar AWGN V Performance azimuth processing {X,Y} RCS Image Data time MUSIC . ... s ot sh p na .s ! ... sc1 (n,m) 29 ! Institut für Hochfrequenztechnik IHE und Elektronik
  • 25. Virtual Drive with Ray-Tracing DBF and Super Resolution Ray-Tracing Kanalmodell Radar Transmitter Ray-tracing (BPSK Modulation) Radar Receiver DBF with Super Resolution Range Correlation Azimuth Array Processing 30 Institut für Hochfrequenztechnik IHE und Elektronik
  • 26. Summary Virtual Drive Radio detection Mobile and ranging Communications RadCom one transmission one spectrum one code 31 Institut für Hochfrequenztechnik IHE und Elektronik