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data encoding                                                                          DECIBEL     105



           Data encoding is the process by which information is trans-  store (VLDS), high-density digital recording (HDDR), mag-
           formed to a sequence of standard signals, so that the informa-  netic disks (fixed and removable), and optical disks.
           tion may be transmitted between a processing system and a                                          SAL
           digital computer. This coding is generally performed using a  Ref.: Currie (1989), pp. 189–201.
           binary code in which the only symbols are 0 and 1.
                                                                data sampling (see SAMPLING).
           Ref.: Sloka (1970), p. 140; Jordan (1985), Ch. 24.
                                                                data smoothing (see SMOOTHING).
           Data fusion is the combining of information obtained from
           several sources relating to the same target. It is employed in  Data transmission permits  data  to be combined  and pro-
           radar networks, multistatic radar systems and multiple-sensor  cessed at points other than the radar site. In addition to radar
           systems (e.g., those that combine radar and infrared sensors).  data, the transmission channel is used to transmit data neces-
           The general methods of data fusion include combining radio  sary for the effective operation of the radar system as a whole:
           or intermediate frequency signals in the linear portion of the  control commands, synchronization,  and reference  signals.
           receiver, combining video signals, combining detections and  The transmission lines may be either digital and analog (e.g.,
           individual reports, and combining  trajectories. When radar  cable,  fiber-optic, and radio lines).  The  composition of the
           signals from different sensors (e.g., different sites in multi-  transmitted  radar  data  and the requirements placed on  the
           static radar) are combined within the processing system, all  transmission network are determined by the extent to which
           the information about the target  and interference sources  is  data must be combined within the radar system.
           transmitted, requiring  wideband communications links  and  The transmission of individual reports and trajectory data
           special data-compression methods. The advantage to such a  is distinguished from the transmission of video and radio fre-
           system is that it permits coherent processing in which infor-  quency signals obtained from the various radar receivers. The
           mation  about the spatial structure of the electromagnetic  former may usually be transmitted over common telephone
           waves is used.                                       channels (cable and radio-relay links) using modems, while
               When the  processing system combines  trajectory  data,  transmission of video and radio signals requires wideband
           the data  processed at  each site are transmitted using  more  channels.
           simple transmission techniques. The greater the level of data  An important problem is that of transmitting synchroni-
           collection at the processing site, the lower the information  zation signals with the accuracy required for multistatic radar
           loss at the individual radars and the greater the capabilities of  systems, for which special navigational systems and intersite
           the system as a whole. The primary problems associated with  communications links are used, including those based on the
           combining individual reports and trajectories are the extrac-  reception of a direct  signal from  the  transmitting  position.
           tion and association of data as belonging to a given target, and  The availability of accurate timing and frequency references
           the calculation of smoothed  estimates of the parameters  through the Global Positioning System (GPS) offers a new set
           describing the trajectory and the reflection characteristics.  of solutions to these problems.
               The conditions necessary to combine radar data at the RF                                       IAM
           signal level are defined by the ability to control and synchro-  Ref.: Barton (1964), pp. 413–415; Salah, J. E., and Morriello, J. E., IEEE Int.
                                                                   Conf. Radar-80, p. 88; Retzer, G., IEEE Int. Conf. Radar-80, p., 288.
           nize the various radar sites, and to form reference signals with
           sufficient stability to permit coherent processing to be per-  DECEPTION, radar. Radar deception is the term used as an
           formed at each site.                                 abridged variant of deception electronic countermeasures (see
               Data fusion from multiple radars is used in air traffic con-  ELECTRONIC  COUNTERMEASURES).  Typically,
           trol, antimissile defense, sea-surface surveillance, and  other  angle, range, and  velocity deception are distinguished (see
           systems.                                             JAMMING, deception). Other categories of deception are
                                                         IAM    manipulative (the introduction of radiations into enemy chan-
           Ref.: Chernyak (1993), p. 9; Milne, K., IEE Int. Conf. Radar-77, p. 46; Buch-  nel that imitates its own emissions) and imitative (the alter-
              ner, M. R., IEE Int. Conf. Radar-77, p. 72; Hovanessian (1988), pp. 260–  ation and simulation of friendly electromagnetic radiations to
              267; Antony (1995); Hall (1992); Waltz (1990); Tech Reach (1996).
                                                                accomplish deception). A radar deceiver is ECM equipment
           data quantization (see QUANTIZATION).                that attempts to deceive or mislead radar by emitting a pulse-
                                                                like signal similar to the radar signal.
           Data recording is the process of registration and storage of
                                                                                                              SAL
           information acquired during radar operation. From the point
           of view of performance the recording systems can be classi-  Ref.: Johnston (1979), pp. 57, 61, 63, 65; Schleher (1986), pp. 9, 138.
           fied as real-time and  non-real-time systems, and  from the  DECIBEL. The decibel (dB) is one-tenth of a bel. The num-
           point of view of practical implementation as analog and digi-  ber of decibels denotes the ratio of the two power or voltage
           tal. The main analog recording medium that is still widely  levels:
           used is frequency  modulation  (FM) recording.  Modern                       P        U
           recording techniques are primarily digital, and the main digi-     dB =  10log ------ =  20log ------ 0
                                                                                                 U
                                                                                        P
                                                                                         0
           tal recording media are 9-track digital tape, very large data
                                                                where P is a power level to be related to the reference level
                                                                P , and U is a voltage level to be related to the reference level
                                                                 0
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