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Professional Development Short Course On:

          Wireless Communications & Spectrum Design


                                        Instructor:

                                 Scott R. Bullock




ATI Course Schedule:             http://www.ATIcourses.com/schedule.htm
ATI's Wireless Communications:   http://www.aticourses.com/wireless_communications_spectrum_design.htm
Wireless Communications & Spread Spectrum Design
             March 24-26, 2009
               Beltsville, Maryland
           $1490        (8:30am - 4:00pm)
                                                                              Course Outline
     quot;Register 3 or More & Receive $10000 each
              Off The Course Tuition.quot;
                                                                1. Transceiver Design. dB power, link budgets,
                                                            system design tradeoffs, gains/losses, Signal-to-Noise,
                                                            Probability of Error, Bit Error Rate, Eb/No, link margin,
                     Summary                                tracking noise and signal level through a complete
                                                            system, effects and advantages of using spread
    This three-day course is designed for wireless
                                                            spectrum techniques.
 communication engineers involved with spread
                                                                2. Transmitter Design. Various types and system
 spectrum systems, and managers who wish to enhance
                                                            designs of spread spectrum transmitters, PSK, MSK,
 their understanding of the wireless techniques that are
                                                            QAM, OFDM, Other, Pseudo-Random code generator,
 being used in all types of communication systems and
                                                            multiple access TDMA/CDMA/FDMA, antenna sizing,
 products. It provides an overall
                                                            transmit/receive, local oscillator, upconverters,
 look at many types and
                                                            sideband elimination, power amplifiers, standing wave
 advantages        of     spread
                                                            ratios.
 spectrum systems that are
 designed in wireless systems                                   3. Receiver Design. Dynamic range, image
 today. This course covers an                               rejection, limiters, minimum discernable signal,
 intuitive approach that provides                           superheterodyne receivers, importance of low noise
 a real feel for the technology,                            amplifiers, 3rd order intercept point for intermodulation
 with applications that apply to                            products, two tone dynamic range, tangential
 both the government and                                    sensitivity, phase noise, mixers, spurious signals,
 commercial sectors. Students                               filters, A/D converters, aliasing and anti-aliasing filters,
 will receive a copy of the                                 digital signal processors DSPs.
 instructor's textbook, Transceiver and Systems Design          4. Automatic Gain Control Design & Phase Lock
 for Digital Communications.                                Loop Comparison. AGCs, linearizer, detector, loop
                                                            filter, integrator, using control theory and feedback
                                                            systems to analyze AGCs, PLL and AGC comparison.
                     Instructor
                                                                5. Demodulation. Demodulation and despreading
    Scott R. Bullock, P.E., MSEE, specializes in Wirelss    techniques for spread spectrum systems, pulsed
 Communications including Spread Spectrum Systems           matched filters, sliding correlators, pulse position
 and Broadband Communication Systems for both               modulation, CDMA, coherent demod, despreading,
 government and commercial. He holds numerous               carrier recovery, squaring loops, Costas and modified
 patents in communications and published several            Costas loops, symbol synch, eye pattern, inter-symbol
 articles in various trade magazines. He was active in      interference, phase detection, Shannon' s limit.
 establishing the data link standard for GPS SCAT-I
                                                                6. Basic Probability and Pulse Theory. Simple
 landing systems and developed spread spectrum
                                                            approach to understanding Probability, Gaussian
 landing systems for the government. He is the author of
                                                            process, quantization error, probability of error, bit error
 two books, Transceiver and System Design for Digital
                                                            rate, probability of detection vs probability of false
 Communications & Broadband Communications and
                                                            alarm, error detection and correction, digital pulsed
 Home Networking, Noble Publishing. He has published
                                                            systems, pseudo-random codes for spread spectrum
 numerous technical articles, is an adjunct professor at
                                                            systems.
 ITT and a guest lecturer for Polytechnic University on
                                                                7. Multipath. Specular and diffuse reflections,
 Direct Sequence Spread Spectrum and Multiple Access
                                                            Rayleigh criteria, earth curvature, pulse systems,
 Technologies.
                                                            vector and power analysis.
                                                                8. Improving the System Against Jammers. Burst
              What You Will Learn                           jammers, digital filters, adaptive filters simulations and
                                                            actual design results, quadrature method to eliminate
 • How to perform link budgets for types of spread
                                                            unwanted sidebands, orthogonal methods to reduce
   spectrum communications?
                                                            jammers, types of intercept receivers.
 • How to evaluate different types of wireless
                                                                9. Global Navigation Satellite Systems. Basic
   communication transceivers?
                                                            understand of the Global Positioning System GPS and
 • What methods are used for spread spectrum
                                                            the spread spectrum BPSK modulated signal from
   modems, multiple access, OFDM, error detection
                                                            space, Satellite transmission, signal structure, GPS
   / correction for digital communication systems?
                                                            receiver, errors, narrow correlator, selective availability
 • What is multipath and how to reduce multipath            SA, carrier smoothed code, Differential DGPS, Relative
   and jammers?                                             GPS, widelane/narrowlane, carrier phase tracking
 • What is a Global Positioning System?                     KCPT, double difference.
 • How to solve a 3 dimension Direction Finding               10. DF & Interferometer Analysis. Positioning and
   system using interferometry?                             direction finding using a simpified interferometer
    From this course you will obtain the knowledge          analysis, direction cosines, basic interferometer
 and ability to evaluate and develop the system             equation, three dimensional approach, antenna
 design for wireless communication digital                  position matrix, coordinate conversion for moving
 transceivers including spread spectrum systems.            baseline.

Register online at www.ATIcourses.com or call ATI at 888.501.2100 or 410.956.8805                          Vol. 95 – 43
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Digital vs. Analog Comms
                                              Digital System
                                                                           Digital
  5V                                                                                                              5V
                                    PSK, FH, etc.
                                                                Demod
                A/D                       Mod                                        Sampler                D/A


       5V analog = Digital 101             LO                    LO                             Digital 101 = 5V analog


                               Perfect Reconstruction of the Digital Waveform Assuming No Bit Errors




                                                Analog System


                                         AM/FM etc
                                                                   Demod
                                             Mod


                                              LO                    LO                                                    1
                               Analog                                          Analog + Noise
Bullock Engineering Research                                                                                       Copyright 2008
Digital Modulation




                                                           2

Bullock Engineering Research                        Copyright 2008
FSK and MSK Spectrums




                                                MSK




   Reduce Frequency Separation or Increase the Frequency Minimum Shift Key Rate - MSK
                                                                                          3

Bullock Engineering Research                                                       Copyright 2008
Continuous Phase - Phase Shift
                   Keying CP-PSK
                          Sinusoidal transitions from one phase state to another
                      •

                          No zero crossing, No AM
                      •

                          Remains at a phase state for a period of time
                      •

                          Used for packet radio and other burst type systems
                      •

                          Minimum Spectral Re-growth due to non-linearities
                      •


                                                                     +90
                                                                                    +45
                                                 +135
                                                                    0
                                                            R                        0,0
                                                                    Q Channel
                                            1,0
                                                                                R

                                           180                             I Channel 0
                                                   1



                                                        R                   R
                                                                    Q
                                           1,1
                                                                1                     0,1
                                            -135                                -45
                                                                     -90
                                                                                                   4

Bullock Engineering Research                                                                Copyright 2008
Spectral Re-growth

                       Output of
                       Modulator



                 Filtered
                 Output
                 Sidelobes
                 Reduced


                Spectral
                Re-growth
                (Sidelobe
                Regeneration)
                                                           5

Bullock Engineering Research                        Copyright 2008
Practical Digital Waveform
                    Impulse Response
                    Ideal filter is the Sinx/x which is impossible to build These filters approx.
                    this ideal filter




                                                                      Sinx/x

                                                                      Raised Cosine

                                                                      Raised cosine
                                                                      squared




                                                                         MSK
                                                                         Gaussian Filter




                                                                                                           6

Bullock Engineering Research                                                                        Copyright 2008
Direct Sequence Spread
                            Spectrum                                 Jammer

                          Fast PN
           Signal          Code
                                                                                  Jammer
                                          Spread
                                          Spectrum
                                          Signal
                                                                                       Signal
                           Spread                              Spread
                          Spectrum                            Spectrum
                          Spreader                            Receiver


                                     Fast PN
                                      Code
                    Jammer
                                                                  Signal

                                                     Filter
                         Signal        Spread                            Jammer
                                      Spectrum
                                     despreader
                                                                                         7

Bullock Engineering Research                                                      Copyright 2008
FH Spread Spectrum
                                                              Jammer



              PN Hopping                                                    Spread Spectrum Signal
Signal                            Spread Spectrum Signal
              Synthesizer                                                            Jammer




                Spread                                       Spread
               Spectrum                                     Spectrum
               Spreader                                     Receiver



                                           PN
         Spread Spectrum Signal                            Spread Spectrum Jammer
                                       Dehopping
                   Jammer                                              Signal
                                       Synthesizer
                                                                   Filter

                                          Spread
                                         Spectrum
                                        despreader
                                                                                                       8

Bullock Engineering Research                                                                    Copyright 2008
Multiple User Techniques
                                   System 1              System 2       System 3




                                    1         2      3        1     2      3
                                                                                       time
                                    a. Time division multiple access
                                                                                   .


                               Code 1                                                   System 1

                                                                                        System 2
                               Code 2
                                                                                        System 3
                               Code 3

                                             b. Code division multiple access.




                                        f1                  f2             f3



                                                                                         Frequency
                                   System 1              System 2       System 3


                                                                                                            9
                                             c. Frequency division multiple access.


Bullock Engineering Research                                                                         Copyright 2008
Costas Loop

                                              Signal 1




                                             Signal 2




                                                                10

Bullock Engineering Research                             Copyright 2008
OFDM Spectrum
                                1.2
                                 1
                    Amplitude




                                0.8
                                                                      Channel 2
                                0.6                                   Channel 3
                                0.4                                   Channel 1
                                0.2
                                 0
                                      -10   -5      0        5   10
                                                 Frequency


                                                                                         11

Bullock Engineering Research                                                      Copyright 2008
Chapter 3 The Receiver

                                                Superheterodyne
                                                                                                 To
                                                                                                 Digital
                                                                                                 Processor
  Image      T/R                                               Power                A/D
                                              IF BPF                          LPF
                                                       IFAmp
                         Limiter   LNA
  Reject     Switch                                            Divider              Converter
  Filter

                                         LO            AGC               LO

           Transmitter




                                                                                                       12

Bullock Engineering Research                                                                    Copyright 2008
Phase Noise, Log-Log Scale
                                       Short term frequency/phase instability



                                       Random walk FM 1/(f*f*f*f)
                           So(f)
                           dBc
                                            Flicker FM 1/(f*f*f)
So(f) = power spectral density                  white FM 1/(f*f)
(radians2/Hz) dBc/Hz                                   Flicker noise 1/f
                                                                                  white noise f


                                   1      10      100      1 kHz      10 kHz
                                                        Frequency

  1/(f*f*f*f) = close to carrier, difficult to measure, vibration, shock, temperature, environmental.
  1/(f*f*f) =, observable in high quality oscillators, masked in low quality oscillators, not fully
  understood, physical resonance mechanism or actual parts in the oscillator.
  1/(f*f) = common in passive-resonator like cesium and rubidium standards.
  1/(f) = transistors, amplifiers, etc., noisy electronics, LNA helps.
  f = produced like the 1/f noise, stages of amplification is mainly responsible, broadband noise.
                                                                                                               13

Bullock Engineering Research                                                                            Copyright 2008
Group Delay
                                       Linear
                                      Receiver

                                 Constant Group Delay




                                                          ISI   Dispersion
                                        Non-
                                       Linear
                                      Receiver
                               Non-Constant Group Delay




                                                                                    14

Bullock Engineering Research                                                 Copyright 2008
Group Delay Compensator


                                                      Filter Response ______

                               Constant Group Delay   Filter Group   _______
                                                      Delay
                                                      Group Delay ______
                                                      Compensator




                                                                                 15

Bullock Engineering Research                                              Copyright 2008
Aliasing




                               ts                ts                 ts          ts            ts
                                                      Sample points in time

                                    Waveform is sampled at the Nyquist rate
                                    Estimated Frequency
                                    Waveform does not meet Nyquist criteria
                                    Alias frequency produced by under-sampling the high frequency
                                                                                                           16

Bullock Engineering Research                                                                        Copyright 2008
Control Theory Analysis and
                   Root Locus Plot




                                                  17

Bullock Engineering Research               Copyright 2008
AGC/PLL Comparison
                                                 V/dB      filter     DC offset       gain          1/S        dB/V
                    dBm +                 dBm
                                                   Kd      F(s)       Threshold                 Integrator          Ko
                                                                                       Kc

                               -     dB                                                                   Amp control curve




                                                  a. AGC control system analysis block diagram.




                                                V/phase      filter       no offset          gain         phase/V
               phase                 phase
                       +             error                               Threshold
                                                                                                             Ko/S
                                                  Kd          F(s)                             Kc
                                                                            =0
                           -
                                                                                                     VCO control curve
                                   phase



                                                 b. PLL control system analysis block diagram.

                                                                                                                                     18

Bullock Engineering Research                                                                                                  Copyright 2008
Bode Plot for Negative
                            Feedback Systems
                                       +20dB

                               Gain
                                       0dB
                                       -10 dB


                                       -1000
                               Phase
                                       -1800

                                       -2700

                                                      Frequency (log scale)


   Instability & oscillation criteria for negative feedback systems, 0dB Gain, -1800 phase shift

    Gain Margin (-1800 phase shift) = 0dB – (-10dB) = 10 dB

    Phase Margin(0dB gain) = -1000 – (-1800) = 800
                                                                                                          19

Bullock Engineering Research                                                                       Copyright 2008
Cascaded PN-code Matched Filters for
                   Increased Process Gain and Margin
 11        1 11        1          1        11        1
      -1          -1                            -1
                           -1-1       -1                   1 delay 1 delay 1 delay 1 delay
                                                           1      -1       1       1
                                                         1       -1      1       1
                  PN- Code
                                                            1      1         1      1

                                                                                 44          4
                                                                         sum



                                                                                                     1 delay 1 delay 1 delay 1 delay
                                                            Additional PN- Code                      4     -4         4       4
                                                            (Or retrieve data direct)            1        -1      1       1
                                                                                        -4
                                                                                                     4      4         4       4


                                                                                                                  sum 16
                                                                                                                 4
                                                                                                                 4
                                                                                                                 4
                                                                                                                 4
                                                                                                         Position of Pulse output
                                                                                                         provides data information
                                                                                                                                              20

Bullock Engineering Research                                                                                                           Copyright 2008
Comparison between Absolute
                  and Differential PPM
                            Data Lost
    Reference Pulse
                           TOA Pulse 1                                                                              TOA Pulse 3
                                                                                 TOA Pulse 2
                                                                                                                               ..
                                                                                                          Dead Time
              Dead Time                                     Dead Time


                                                                                                                          t0 t1 t2   t3
                                                                             t0 t1 t2   t3 t4 t5 t6 t7
                            t0 t1 t2     t3 t4 t5 t6 t7
                                                                                                                 Time Slots of PPM
                          No Pulse detected                                     Time Slots of PPM
                            in Time Slots                                                                             Data output 000
                                                                                Data output 011
                           No Data Output

                                                    Absolute PPM
                                                                                  Data Lost
                                 Data Lost
                                                                                  TOA Pulse 2
    Reference Pulse              TOA Pulse 1
                                                                                                           TOA Pulse 3
                                               No Dead Time
              Dead Time                                                                       Dead Time
                                                               No Time Slots of PPM

                                                                t0 t1        t3 t4 t5 t6 t7
                            t0 t1          t3 t4 t5 t6 t7               t2
                                    t2                                                                         t0 t1 t2   t3
                                No Pulse detected                            Received Pulse ok but        Time Slots of PPM
                                  in Time Slots                                No time reference           Data output 000
                                 No Data Output                                  No Data output
                                                                             But Provides reference
                                                                                 For next pulse


                                                    Differential PPM
                                                                                                                                                 21

Bullock Engineering Research                                                                                                              Copyright 2008
Coherent vs Differential
                            Bit Errors
                                            Bit error




           Sent digital data     11 0 1 011 0 111 000 1 0 1 0
       Received digital data     11 0 1 011 1 111 000 1 0 1 0
                                       One Received data error
                                        Coherent System

                                             Bit error



             Sent digital data   10 1 1 1 10 1 100 100 1 1 1 1
       Received digital data     10 1 1 1 10 0 000 100 1 1 1 1
                                       Two Received data errors
                                         Differential System


                                                                         22

Bullock Engineering Research                                      Copyright 2008
Sliding Correlator




                                                           23

Bullock Engineering Research                        Copyright 2008
Intersymbol Interference (ISI)
              One received symbol interfering with adjacent received symbols
         •
              Caused by Dispersion
         •
                – Pulse stream/pulse consists of many frequencies – Fourier
                  Series/Transform
                – Frequencies propagate at different delays – non-constant group delay
                                                              ISI
                                                                       Dispersion
                                         Non-
                                        Linear
                                       Receiver
                                     Non-Constant
                                     Group Delay


                               Vh = highest Vpeak center of the eye.
                               Vl = lowest Vpeak center of the eye.


       ISI = -20log(Vh/Vl)
                                                                                           24

Bullock Engineering Research                                                        Copyright 2008
CDF Equation For Gaussian
                     Distribution
 Probability Density Function for Gaussian Distribution       Cumulative Distribution Function for Gaussian Distribution


            x = -1               x = +1                                                              1 or 100%
                                                          Fx (x) CDF
Probability of
 Occurrence                                                  .159
                        95.4%.
                                                            .023
         x=-2                      x = +2                                   fx (x) for x = -1 
                                                                          fx (x) for x = -2 
                        Value x

                                                                              f

                Fx(x) = 1/2[1+erf(x/( 2 ))], mean = 0
          •
                Fx(x) = 1/2[1+erf(-2/( 2 ))]
          •
                       =1/2[1+erf(- 2 )]
                 –
                 –     erf(-x) = -erf(x), -erf(1.414) = -.954
                 –     Fx(x) = 1/2[1- .954] = .023
                 –     Probability +/- 2 = 2*.023 =.0456
                 –     Probability inside curve = 1-.0456 = .954 = 95.4%.
                                                                                                                   25

Bullock Engineering Research                                                                                Copyright 2008
Probability of Error Curves
                         1.00E+00


                         1.00E-01


                         1.00E-02

                                                                                                       Coherent BPSK
                         1.00E-03                                                                      Coherent QPSK
                    Pe




                                                                                                       DPSK
                                                                                                       Coherent FSK
                         1.00E-04
                                                                                                       NonCoherent FSK

                         1.00E-05


                         1.00E-06


                         1.00E-07
                                                                         10
                                                                              11
                                                                                   12
                                                                                        13
                                                                                             14
                                                                                                  15
                                    1
                                        2
                                            3
                                                4
                                                    5
                                                        6
                                                            7
                                                                8
                                                                    9




                                                            Eb/No (dB)




                                                                                                                                26

Bullock Engineering Research                                                                                             Copyright 2008
Probability of Detection and
                  False Alarms Curves
              Cumulative distribution function determines probabilities of one sided
         •
              noise and S+N gaussian probability density functions
                – CDF from the right – sum probabilities from the right.
                    0 1.00E+00 0.00102259 #NAME?                                                      #NAME?                            1             5                        6.99          7.78
                  0.1 1.20E+00
                         9.97E-01 1.34E-03 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                  0.2 9.89E-01    1.75E-03 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                                   Threshold  Pfa                                         Pd
                  0.3 1.00E+00
                         9.76E-01 2.28E-03 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                  0.4 9.57E-01    2.94E-03 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                   Probability of Occurance




                  0.5 9.33E-01    3.78E-03 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                  0.6 8.00E-01                                                                                                         Noise
                         9.06E-01 4.83E-03 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                                                                                                                                       Signal + Noise 5
                  0.7 8.74E-01    6.14E-03 #NAME?                                                     #NAME?                            1                                      6.99          7.78
                  0.8 6.00E-01
                         8.38E-01 7.76E-03 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                  0.9 8.00E-01    9.76E-03 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                    1 4.00E-01
                         7.59E-01 1.22E-02 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                  1.1 7.17E-01    1.52E-02 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                  1.2 6.73E-01    1.87E-02 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                  1.3 2.00E-01
                         6.28E-01 2.30E-02 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                  1.4 5.83E-01    2.82E-02 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                  1.5 0.00E+00
                         5.38E-01 3.43E-02 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                                              0
                                                  0.6
                                                        1.2
                                                              1.8
                                                                    2.4
                                                                          3
                                                                              3.6
                                                                                    4.2
                                                                                          4.8
                                                                                                5.4
                                                                                                       6
                                                                                                           6.6
                                                                                                                 7.2
                                                                                                                       7.8
                                                                                                                             8.4
                                                                                                                                   9
                                                                                                                                        9.6
                                                                                                                                              10.2
                                                                                                                                                     10.8
                                                                                                                                                            11.4
                                                                                                                                                                   12
                                                                                                                                                                        12.6
                                                                                                                                                                               13.2
                                                                                                                                                                                      13.8
                  1.6 4.94E-01    4.14E-02 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                  1.7 4.51E-01    4.98E-02 #NAME?                                                     #NAME?                            1             5                        6.99          7.78
                                                                                                          Energy



                                                                                                                                                                                                           27

Bullock Engineering Research                                                                                                                                                                        Copyright 2008
FEC Code Generation
                                                                                              n bit code word
                                                                 Block
                         k Information Bits
                                                                                             n = Block Length
                                                                Encoder



                                                      Maps k information bits
                                                      into an n-symbol output block

                                       Block Codes (Hamming, Cyclic, Reed Solomon Codes)
                                        Figure 6.7.2.2a Block Codes (Hamming, Cyclic, RS Codes)




                                                               XOR




                                                             Tapped Delay Line
                                                                                                           Output Symbols
                         Information
                                                  1234567                                                   Two times the
                         Input Bits
                                                                                                             Input Rate
                                 7-bit shift Register                                         switch




                                                                XOR

                                         •Convolutional code, rate ½, constraint length                7
                                               Figure 6.7.2.2b Rate 1/2 Convolutional Encoder
                                                                                                                                   28

Bullock Engineering Research                                                                                                Copyright 2008
Example of Generating a Linear
                   Systematic Block Code (7,4)
                               Generator Matrix     Message    Modulo-2
                               (1000011)                     1 (1000011)
                               (0100110)                     0
                               (0010111)                     1 (0010111)
                               (0001101)                     0
                                       Systematic   Code Word =(1010100)
      –4 bits of data          Identity Matrix
                               Messages             Codewords (7,4)
      –3 parity bits           (0000)               (0000000)
                               (0001)               (0001101)
                               (0010)               (0010111)
                               (0011)               (0011010)
                               (0100)               (0100110)
                               (0101)               (0101011)
                               (0110)               (0110001)
                               (0111)               (0111100)
                               (1000)               (1000011)
                               (1001)               (1001110)
                               (1010)               (1010100)
                               (1011)               (1011001)
                               (1100)               (1100101)
                               (1101)               (1101000)
                               (1110)               (1110010)
                               (1111)               (1111111)                     29

Bullock Engineering Research                                               Copyright 2008
Error Correction
                                   H-T
          Error Vector                                                            Coset, error vectors
          e6,e5,e4,e3,e2,e1,e0 *   011           0          e6         e6         1000000
                                   110           e5         e5         0          0100000
                                   111     =     e4         e4         e4         0010000
                                   101           e3         0          e3         0001000
                                   100           e2         0          0          0000100
                                   010           0          e1         0          0000010
                                   001           0          0          e0         0000001
                                                 e5+e4+e3+e2 = 0
                                                            e6+e5+e4+e1 = 0
                                                                       e6+e4+e3+e0 = 1
                                                 0           0         1
          3 equations, 7 unknowns (7-3=4), possible solutions = 24
          Solve for a solution with the most zeros = all zeros except for e0 = 0000001
          e6=e5=e4=e3=e2=e1=0 and e0 = 0000001 satisfies the three above equations with most zeros
          Correct Code sent =   1010100
                     Vc = r+e = 1010101+ 0000001 = 1010100 Corrected bit in code word


                                                                                                                30

Bullock Engineering Research                                                                             Copyright 2008
Trellis Diagrams
                                

                           
                                                         1st merge, need to make a decision
                                                      2 possible paths
                           
                            
                          
                          
                        
                           
                                          Constant Mod hi = 1/4
                               
                          
                                                      1st merge
                           
                            
                          
                          
                        
                          

                                      Multi-h [1,2/4], [hi] = [1/4,2/4]                              31

Bullock Engineering Research                                                                  Copyright 2008
Turbo Codes
                                                Turbo Encoder
                                                                           Mux Parallel/Serial
                                      PAD                                                                      Turbo Encoded Output
           Information Bits
                                                                           Puncturing
                  PAD appends n – k tail bits
                  for all zeros state, x0                  Encoder 1               Recursive Systematic Code Generator

                                          Interleaver      Encoder 2
                                                                                        +
                                                                           Input               Z-1       Z-1       Z-1   Z-1


                                                                                                               +

                                                Turbo Decoder

                      De-Mux
  Turbo Encoded                                  Decoder 1       Interleaver       Decoder 2         De-Interleaver       Estimated
                      Serial/Parallel
  Input                                                                                                                   Sequence
                      Insertion
                                                        De-Interleaver

                                                                                                                                      32

Bullock Engineering Research                                                                                                   Copyright 2008
Diffuse Reflection over a
                            Glistening Surface
                                                                         Receiver




                                            R

                                                                           hr
                                                Reflected rays
                                                Off Glistening Surface
      Transmitter

                ht



                               Glistening
                               Surface

                                                                                           33

Bullock Engineering Research                                                        Copyright 2008
Antenna Diversity




                                                          34

Bullock Engineering Research                       Copyright 2008
Quadrature GSO System
                       OMNI Antenna
                       (Jammer only)                                                Jammer Only
                                                         I
                                                                      PD
                                          PD


                                                0                                  wi
                                                                                          int
                                               PD            LO


                                                    90
                                                                               -                      I signal out
                                                                                   error i
                                                         Q
                                                                  +




                    Directional Antenna
                    (Signal + Jammer)                                                   Jammer Only
                                                                      PD
                                          PD


                                                    0
                                                                                   wq
                                                                                          int
                                               PD            LO

                                                    90
                                                                           -                          Q signal out
                                                                                    error q
                                                                  +



                                                                                                                            35

Bullock Engineering Research                                                                                         Copyright 2008
Wideband Adaptive Filter
                                                                                 10 dB
                    High Freq                                                                                                              Wideband
                    Wideband + Narrowband                                                                                                  Signal Only
                                                             -10 dB            Narrowband
                                                                               Signal Estimate -10 dB                   -10 dB
                    Signal
                                                                                                                                  Residual
                                                              10 dB                              10 dB
                                                                         Synthesizer                                              Narrowband
                                                                                                                                  Signal
                                     LO
                                                                                                    BPF


                                                                                BPF
                                   10 dB
                                                        BPF
                                                                                          30 dB
                                                                                                    BPF                      BPF
                               o           o
                           0        -90
                                                                                4-port
                                                10 dB                           PD




                                                                                                                            LPF
                                               LPF                LPF


                                                     30 dB              30 dB              15 dB              15 dB
                                                                                                                                   15 dB
                                                                        Update shared weights

                                                                                Digital
                                                                                                  LPF
                                                                 Q-channel      Filter

                                                                                Digital
                                                                                                        LPF
                                                                                Filter
                                                                  I-channel
                                                                                                                15 dB
                                                                                   LMS




                                                                                                                                                                36

Bullock Engineering Research                                                                                                                             Copyright 2008
GPS Landing Systems




                               D8PSK LPI/Anti-jam Data Link
                               Sends GPS Corrections




                                                                                                         37
                               Relative GPS for moving platforms (Aircraft Carriers)
Bullock Engineering Research   Kinematic Carrier Phase Tracking KCPT for CATIII landing systems   Copyright 2008
Need to Provide a Military
                         Communications Network




                                 MILCOM




                                                             38

Bullock Engineering Research                          Copyright 2008
Interferometer

                 Antenna 1
                               Phase 1




                                    INTERFEROMETER
                    Baseline



                                         Phase 2


                                 Antenna 2


                    Measures the phase difference between two antennas
                                                                                39

Bullock Engineering Research                                             Copyright 2008
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Wireless Communications & Spread Spectrum Design

  • 1. Professional Development Short Course On: Wireless Communications & Spectrum Design Instructor: Scott R. Bullock ATI Course Schedule: http://www.ATIcourses.com/schedule.htm ATI's Wireless Communications: http://www.aticourses.com/wireless_communications_spectrum_design.htm
  • 2. Wireless Communications & Spread Spectrum Design March 24-26, 2009 Beltsville, Maryland $1490 (8:30am - 4:00pm) Course Outline quot;Register 3 or More & Receive $10000 each Off The Course Tuition.quot; 1. Transceiver Design. dB power, link budgets, system design tradeoffs, gains/losses, Signal-to-Noise, Probability of Error, Bit Error Rate, Eb/No, link margin, Summary tracking noise and signal level through a complete system, effects and advantages of using spread This three-day course is designed for wireless spectrum techniques. communication engineers involved with spread 2. Transmitter Design. Various types and system spectrum systems, and managers who wish to enhance designs of spread spectrum transmitters, PSK, MSK, their understanding of the wireless techniques that are QAM, OFDM, Other, Pseudo-Random code generator, being used in all types of communication systems and multiple access TDMA/CDMA/FDMA, antenna sizing, products. It provides an overall transmit/receive, local oscillator, upconverters, look at many types and sideband elimination, power amplifiers, standing wave advantages of spread ratios. spectrum systems that are designed in wireless systems 3. Receiver Design. Dynamic range, image today. This course covers an rejection, limiters, minimum discernable signal, intuitive approach that provides superheterodyne receivers, importance of low noise a real feel for the technology, amplifiers, 3rd order intercept point for intermodulation with applications that apply to products, two tone dynamic range, tangential both the government and sensitivity, phase noise, mixers, spurious signals, commercial sectors. Students filters, A/D converters, aliasing and anti-aliasing filters, will receive a copy of the digital signal processors DSPs. instructor's textbook, Transceiver and Systems Design 4. Automatic Gain Control Design & Phase Lock for Digital Communications. Loop Comparison. AGCs, linearizer, detector, loop filter, integrator, using control theory and feedback systems to analyze AGCs, PLL and AGC comparison. Instructor 5. Demodulation. Demodulation and despreading Scott R. Bullock, P.E., MSEE, specializes in Wirelss techniques for spread spectrum systems, pulsed Communications including Spread Spectrum Systems matched filters, sliding correlators, pulse position and Broadband Communication Systems for both modulation, CDMA, coherent demod, despreading, government and commercial. He holds numerous carrier recovery, squaring loops, Costas and modified patents in communications and published several Costas loops, symbol synch, eye pattern, inter-symbol articles in various trade magazines. He was active in interference, phase detection, Shannon' s limit. establishing the data link standard for GPS SCAT-I 6. Basic Probability and Pulse Theory. Simple landing systems and developed spread spectrum approach to understanding Probability, Gaussian landing systems for the government. He is the author of process, quantization error, probability of error, bit error two books, Transceiver and System Design for Digital rate, probability of detection vs probability of false Communications & Broadband Communications and alarm, error detection and correction, digital pulsed Home Networking, Noble Publishing. He has published systems, pseudo-random codes for spread spectrum numerous technical articles, is an adjunct professor at systems. ITT and a guest lecturer for Polytechnic University on 7. Multipath. Specular and diffuse reflections, Direct Sequence Spread Spectrum and Multiple Access Rayleigh criteria, earth curvature, pulse systems, Technologies. vector and power analysis. 8. Improving the System Against Jammers. Burst What You Will Learn jammers, digital filters, adaptive filters simulations and actual design results, quadrature method to eliminate • How to perform link budgets for types of spread unwanted sidebands, orthogonal methods to reduce spectrum communications? jammers, types of intercept receivers. • How to evaluate different types of wireless 9. Global Navigation Satellite Systems. Basic communication transceivers? understand of the Global Positioning System GPS and • What methods are used for spread spectrum the spread spectrum BPSK modulated signal from modems, multiple access, OFDM, error detection space, Satellite transmission, signal structure, GPS / correction for digital communication systems? receiver, errors, narrow correlator, selective availability • What is multipath and how to reduce multipath SA, carrier smoothed code, Differential DGPS, Relative and jammers? GPS, widelane/narrowlane, carrier phase tracking • What is a Global Positioning System? KCPT, double difference. • How to solve a 3 dimension Direction Finding 10. DF & Interferometer Analysis. Positioning and system using interferometry? direction finding using a simpified interferometer From this course you will obtain the knowledge analysis, direction cosines, basic interferometer and ability to evaluate and develop the system equation, three dimensional approach, antenna design for wireless communication digital position matrix, coordinate conversion for moving transceivers including spread spectrum systems. baseline. Register online at www.ATIcourses.com or call ATI at 888.501.2100 or 410.956.8805 Vol. 95 – 43
  • 3. e e at at lic l ia om lic up er .c up at D es D IM ot rs ot N om AT ou N o Ic o D .c • AT l • D l ia www.ATIcourses.com es te l• er rs a ia w. a ic at om er w ri ou pl M w ate .c at Ic u TI D es M M Boost Your Skills •A ot rs TI 349 Berkshire Drive I AT w. N ou A te Riva, Maryland 21140 AT with On-Site Courses w Do Ic te • .c ca Telephone 1-888-501-2100 / (410) 965-8805 te om es li ca l• om a rs up Tailored to Your Needs Fax (410) 956-5785 w .c lic ia w. li ou D Email: ATI@ATIcourses.com w up er es up AT Ic ot at wD rs D AT N M The Applied Technology Institute specializes in training programs for technical professionals. Our courses keep you ot ou ot o current in the state-of-the-art technology that is essential to keep your company on the cutting edge in today’s highly N I Ic N w. D AT competitive marketplace. Since 1984, ATI has earned the trust of training departments nationwide, and has presented o AT Do l• D on-site training at the major Navy, Air Force and NASA centers, and for a large number of contractors. Our training ia l• increases effectiveness and productivity. Learn from the proven best. w. • er w ial ia w at er w er For a Free On-Site Quote Visit Us At: http://www.ATIcourses.com/free_onsite_quote.asp IM at at IM AT IM For Our Current Public Course Schedule Go To: http://www.ATIcourses.com/schedule.htm w AT AT
  • 4. Digital vs. Analog Comms Digital System Digital 5V 5V PSK, FH, etc. Demod A/D Mod Sampler D/A 5V analog = Digital 101 LO LO Digital 101 = 5V analog Perfect Reconstruction of the Digital Waveform Assuming No Bit Errors Analog System AM/FM etc Demod Mod LO LO 1 Analog Analog + Noise Bullock Engineering Research Copyright 2008
  • 5. Digital Modulation 2 Bullock Engineering Research Copyright 2008
  • 6. FSK and MSK Spectrums MSK Reduce Frequency Separation or Increase the Frequency Minimum Shift Key Rate - MSK 3 Bullock Engineering Research Copyright 2008
  • 7. Continuous Phase - Phase Shift Keying CP-PSK Sinusoidal transitions from one phase state to another • No zero crossing, No AM • Remains at a phase state for a period of time • Used for packet radio and other burst type systems • Minimum Spectral Re-growth due to non-linearities • +90 +45 +135 0 R 0,0 Q Channel 1,0 R 180 I Channel 0 1 R R Q 1,1 1 0,1 -135 -45 -90 4 Bullock Engineering Research Copyright 2008
  • 8. Spectral Re-growth Output of Modulator Filtered Output Sidelobes Reduced Spectral Re-growth (Sidelobe Regeneration) 5 Bullock Engineering Research Copyright 2008
  • 9. Practical Digital Waveform Impulse Response Ideal filter is the Sinx/x which is impossible to build These filters approx. this ideal filter Sinx/x Raised Cosine Raised cosine squared MSK Gaussian Filter 6 Bullock Engineering Research Copyright 2008
  • 10. Direct Sequence Spread Spectrum Jammer Fast PN Signal Code Jammer Spread Spectrum Signal Signal Spread Spread Spectrum Spectrum Spreader Receiver Fast PN Code Jammer Signal Filter Signal Spread Jammer Spectrum despreader 7 Bullock Engineering Research Copyright 2008
  • 11. FH Spread Spectrum Jammer PN Hopping Spread Spectrum Signal Signal Spread Spectrum Signal Synthesizer Jammer Spread Spread Spectrum Spectrum Spreader Receiver PN Spread Spectrum Signal Spread Spectrum Jammer Dehopping Jammer Signal Synthesizer Filter Spread Spectrum despreader 8 Bullock Engineering Research Copyright 2008
  • 12. Multiple User Techniques System 1 System 2 System 3 1 2 3 1 2 3 time a. Time division multiple access . Code 1 System 1 System 2 Code 2 System 3 Code 3 b. Code division multiple access. f1 f2 f3 Frequency System 1 System 2 System 3 9 c. Frequency division multiple access. Bullock Engineering Research Copyright 2008
  • 13. Costas Loop Signal 1 Signal 2 10 Bullock Engineering Research Copyright 2008
  • 14. OFDM Spectrum 1.2 1 Amplitude 0.8 Channel 2 0.6 Channel 3 0.4 Channel 1 0.2 0 -10 -5 0 5 10 Frequency 11 Bullock Engineering Research Copyright 2008
  • 15. Chapter 3 The Receiver Superheterodyne To Digital Processor Image T/R Power A/D IF BPF LPF IFAmp Limiter LNA Reject Switch Divider Converter Filter LO AGC LO Transmitter 12 Bullock Engineering Research Copyright 2008
  • 16. Phase Noise, Log-Log Scale Short term frequency/phase instability Random walk FM 1/(f*f*f*f) So(f) dBc Flicker FM 1/(f*f*f) So(f) = power spectral density white FM 1/(f*f) (radians2/Hz) dBc/Hz Flicker noise 1/f white noise f 1 10 100 1 kHz 10 kHz Frequency 1/(f*f*f*f) = close to carrier, difficult to measure, vibration, shock, temperature, environmental. 1/(f*f*f) =, observable in high quality oscillators, masked in low quality oscillators, not fully understood, physical resonance mechanism or actual parts in the oscillator. 1/(f*f) = common in passive-resonator like cesium and rubidium standards. 1/(f) = transistors, amplifiers, etc., noisy electronics, LNA helps. f = produced like the 1/f noise, stages of amplification is mainly responsible, broadband noise. 13 Bullock Engineering Research Copyright 2008
  • 17. Group Delay Linear Receiver Constant Group Delay ISI Dispersion Non- Linear Receiver Non-Constant Group Delay 14 Bullock Engineering Research Copyright 2008
  • 18. Group Delay Compensator Filter Response ______ Constant Group Delay Filter Group _______ Delay Group Delay ______ Compensator 15 Bullock Engineering Research Copyright 2008
  • 19. Aliasing ts ts ts ts ts Sample points in time Waveform is sampled at the Nyquist rate Estimated Frequency Waveform does not meet Nyquist criteria Alias frequency produced by under-sampling the high frequency 16 Bullock Engineering Research Copyright 2008
  • 20. Control Theory Analysis and Root Locus Plot 17 Bullock Engineering Research Copyright 2008
  • 21. AGC/PLL Comparison V/dB filter DC offset gain 1/S dB/V dBm + dBm Kd F(s) Threshold Integrator Ko Kc - dB Amp control curve a. AGC control system analysis block diagram. V/phase filter no offset gain phase/V phase phase + error Threshold Ko/S Kd F(s) Kc =0 - VCO control curve phase b. PLL control system analysis block diagram. 18 Bullock Engineering Research Copyright 2008
  • 22. Bode Plot for Negative Feedback Systems +20dB Gain 0dB -10 dB -1000 Phase -1800 -2700 Frequency (log scale) Instability & oscillation criteria for negative feedback systems, 0dB Gain, -1800 phase shift Gain Margin (-1800 phase shift) = 0dB – (-10dB) = 10 dB Phase Margin(0dB gain) = -1000 – (-1800) = 800 19 Bullock Engineering Research Copyright 2008
  • 23. Cascaded PN-code Matched Filters for Increased Process Gain and Margin 11 1 11 1 1 11 1 -1 -1 -1 -1-1 -1 1 delay 1 delay 1 delay 1 delay 1 -1 1 1 1 -1 1 1 PN- Code 1 1 1 1 44 4 sum 1 delay 1 delay 1 delay 1 delay Additional PN- Code 4 -4 4 4 (Or retrieve data direct) 1 -1 1 1 -4 4 4 4 4 sum 16 4 4 4 4 Position of Pulse output provides data information 20 Bullock Engineering Research Copyright 2008
  • 24. Comparison between Absolute and Differential PPM Data Lost Reference Pulse TOA Pulse 1 TOA Pulse 3 TOA Pulse 2 .. Dead Time Dead Time Dead Time t0 t1 t2 t3 t0 t1 t2 t3 t4 t5 t6 t7 t0 t1 t2 t3 t4 t5 t6 t7 Time Slots of PPM No Pulse detected Time Slots of PPM in Time Slots Data output 000 Data output 011 No Data Output Absolute PPM Data Lost Data Lost TOA Pulse 2 Reference Pulse TOA Pulse 1 TOA Pulse 3 No Dead Time Dead Time Dead Time No Time Slots of PPM t0 t1 t3 t4 t5 t6 t7 t0 t1 t3 t4 t5 t6 t7 t2 t2 t0 t1 t2 t3 No Pulse detected Received Pulse ok but Time Slots of PPM in Time Slots No time reference Data output 000 No Data Output No Data output But Provides reference For next pulse Differential PPM 21 Bullock Engineering Research Copyright 2008
  • 25. Coherent vs Differential Bit Errors Bit error Sent digital data 11 0 1 011 0 111 000 1 0 1 0 Received digital data 11 0 1 011 1 111 000 1 0 1 0 One Received data error Coherent System Bit error Sent digital data 10 1 1 1 10 1 100 100 1 1 1 1 Received digital data 10 1 1 1 10 0 000 100 1 1 1 1 Two Received data errors Differential System 22 Bullock Engineering Research Copyright 2008
  • 26. Sliding Correlator 23 Bullock Engineering Research Copyright 2008
  • 27. Intersymbol Interference (ISI) One received symbol interfering with adjacent received symbols • Caused by Dispersion • – Pulse stream/pulse consists of many frequencies – Fourier Series/Transform – Frequencies propagate at different delays – non-constant group delay ISI Dispersion Non- Linear Receiver Non-Constant Group Delay Vh = highest Vpeak center of the eye. Vl = lowest Vpeak center of the eye. ISI = -20log(Vh/Vl) 24 Bullock Engineering Research Copyright 2008
  • 28. CDF Equation For Gaussian Distribution Probability Density Function for Gaussian Distribution Cumulative Distribution Function for Gaussian Distribution x = -1  x = +1  1 or 100% Fx (x) CDF Probability of Occurrence .159 95.4%. .023 x=-2 x = +2  fx (x) for x = -1  fx (x) for x = -2  Value x f Fx(x) = 1/2[1+erf(x/( 2 ))], mean = 0 • Fx(x) = 1/2[1+erf(-2/( 2 ))] • =1/2[1+erf(- 2 )] – – erf(-x) = -erf(x), -erf(1.414) = -.954 – Fx(x) = 1/2[1- .954] = .023 – Probability +/- 2 = 2*.023 =.0456 – Probability inside curve = 1-.0456 = .954 = 95.4%. 25 Bullock Engineering Research Copyright 2008
  • 29. Probability of Error Curves 1.00E+00 1.00E-01 1.00E-02 Coherent BPSK 1.00E-03 Coherent QPSK Pe DPSK Coherent FSK 1.00E-04 NonCoherent FSK 1.00E-05 1.00E-06 1.00E-07 10 11 12 13 14 15 1 2 3 4 5 6 7 8 9 Eb/No (dB) 26 Bullock Engineering Research Copyright 2008
  • 30. Probability of Detection and False Alarms Curves Cumulative distribution function determines probabilities of one sided • noise and S+N gaussian probability density functions – CDF from the right – sum probabilities from the right. 0 1.00E+00 0.00102259 #NAME? #NAME? 1 5 6.99 7.78 0.1 1.20E+00 9.97E-01 1.34E-03 #NAME? #NAME? 1 5 6.99 7.78 0.2 9.89E-01 1.75E-03 #NAME? #NAME? 1 5 6.99 7.78 Threshold Pfa Pd 0.3 1.00E+00 9.76E-01 2.28E-03 #NAME? #NAME? 1 5 6.99 7.78 0.4 9.57E-01 2.94E-03 #NAME? #NAME? 1 5 6.99 7.78 Probability of Occurance 0.5 9.33E-01 3.78E-03 #NAME? #NAME? 1 5 6.99 7.78 0.6 8.00E-01 Noise 9.06E-01 4.83E-03 #NAME? #NAME? 1 5 6.99 7.78 Signal + Noise 5 0.7 8.74E-01 6.14E-03 #NAME? #NAME? 1 6.99 7.78 0.8 6.00E-01 8.38E-01 7.76E-03 #NAME? #NAME? 1 5 6.99 7.78 0.9 8.00E-01 9.76E-03 #NAME? #NAME? 1 5 6.99 7.78 1 4.00E-01 7.59E-01 1.22E-02 #NAME? #NAME? 1 5 6.99 7.78 1.1 7.17E-01 1.52E-02 #NAME? #NAME? 1 5 6.99 7.78 1.2 6.73E-01 1.87E-02 #NAME? #NAME? 1 5 6.99 7.78 1.3 2.00E-01 6.28E-01 2.30E-02 #NAME? #NAME? 1 5 6.99 7.78 1.4 5.83E-01 2.82E-02 #NAME? #NAME? 1 5 6.99 7.78 1.5 0.00E+00 5.38E-01 3.43E-02 #NAME? #NAME? 1 5 6.99 7.78 0 0.6 1.2 1.8 2.4 3 3.6 4.2 4.8 5.4 6 6.6 7.2 7.8 8.4 9 9.6 10.2 10.8 11.4 12 12.6 13.2 13.8 1.6 4.94E-01 4.14E-02 #NAME? #NAME? 1 5 6.99 7.78 1.7 4.51E-01 4.98E-02 #NAME? #NAME? 1 5 6.99 7.78 Energy 27 Bullock Engineering Research Copyright 2008
  • 31. FEC Code Generation n bit code word Block k Information Bits n = Block Length Encoder Maps k information bits into an n-symbol output block Block Codes (Hamming, Cyclic, Reed Solomon Codes) Figure 6.7.2.2a Block Codes (Hamming, Cyclic, RS Codes) XOR Tapped Delay Line Output Symbols Information 1234567 Two times the Input Bits Input Rate 7-bit shift Register switch XOR •Convolutional code, rate ½, constraint length 7 Figure 6.7.2.2b Rate 1/2 Convolutional Encoder 28 Bullock Engineering Research Copyright 2008
  • 32. Example of Generating a Linear Systematic Block Code (7,4) Generator Matrix Message Modulo-2 (1000011) 1 (1000011) (0100110) 0 (0010111) 1 (0010111) (0001101) 0 Systematic Code Word =(1010100) –4 bits of data Identity Matrix Messages Codewords (7,4) –3 parity bits (0000) (0000000) (0001) (0001101) (0010) (0010111) (0011) (0011010) (0100) (0100110) (0101) (0101011) (0110) (0110001) (0111) (0111100) (1000) (1000011) (1001) (1001110) (1010) (1010100) (1011) (1011001) (1100) (1100101) (1101) (1101000) (1110) (1110010) (1111) (1111111) 29 Bullock Engineering Research Copyright 2008
  • 33. Error Correction H-T Error Vector Coset, error vectors e6,e5,e4,e3,e2,e1,e0 * 011 0 e6 e6 1000000 110 e5 e5 0 0100000 111 = e4 e4 e4 0010000 101 e3 0 e3 0001000 100 e2 0 0 0000100 010 0 e1 0 0000010 001 0 0 e0 0000001 e5+e4+e3+e2 = 0 e6+e5+e4+e1 = 0 e6+e4+e3+e0 = 1 0 0 1 3 equations, 7 unknowns (7-3=4), possible solutions = 24 Solve for a solution with the most zeros = all zeros except for e0 = 0000001 e6=e5=e4=e3=e2=e1=0 and e0 = 0000001 satisfies the three above equations with most zeros Correct Code sent = 1010100 Vc = r+e = 1010101+ 0000001 = 1010100 Corrected bit in code word 30 Bullock Engineering Research Copyright 2008
  • 34. Trellis Diagrams   1st merge, need to make a decision  2 possible paths       Constant Mod hi = 1/4    1st merge       Multi-h [1,2/4], [hi] = [1/4,2/4] 31 Bullock Engineering Research Copyright 2008
  • 35. Turbo Codes Turbo Encoder Mux Parallel/Serial PAD Turbo Encoded Output Information Bits Puncturing PAD appends n – k tail bits for all zeros state, x0 Encoder 1 Recursive Systematic Code Generator Interleaver Encoder 2 + Input Z-1 Z-1 Z-1 Z-1 + Turbo Decoder De-Mux Turbo Encoded Decoder 1 Interleaver Decoder 2 De-Interleaver Estimated Serial/Parallel Input Sequence Insertion De-Interleaver 32 Bullock Engineering Research Copyright 2008
  • 36. Diffuse Reflection over a Glistening Surface Receiver R hr Reflected rays Off Glistening Surface Transmitter ht Glistening Surface 33 Bullock Engineering Research Copyright 2008
  • 37. Antenna Diversity 34 Bullock Engineering Research Copyright 2008
  • 38. Quadrature GSO System OMNI Antenna (Jammer only) Jammer Only I PD PD 0 wi int PD LO 90 - I signal out error i Q + Directional Antenna (Signal + Jammer) Jammer Only PD PD 0 wq int PD LO 90 - Q signal out error q + 35 Bullock Engineering Research Copyright 2008
  • 39. Wideband Adaptive Filter 10 dB High Freq Wideband Wideband + Narrowband Signal Only -10 dB Narrowband Signal Estimate -10 dB -10 dB Signal Residual 10 dB 10 dB Synthesizer Narrowband Signal LO BPF BPF 10 dB BPF 30 dB BPF BPF o o 0 -90 4-port 10 dB PD LPF LPF LPF 30 dB 30 dB 15 dB 15 dB 15 dB Update shared weights Digital LPF Q-channel Filter Digital LPF Filter I-channel 15 dB LMS 36 Bullock Engineering Research Copyright 2008
  • 40. GPS Landing Systems D8PSK LPI/Anti-jam Data Link Sends GPS Corrections 37 Relative GPS for moving platforms (Aircraft Carriers) Bullock Engineering Research Kinematic Carrier Phase Tracking KCPT for CATIII landing systems Copyright 2008
  • 41. Need to Provide a Military Communications Network MILCOM 38 Bullock Engineering Research Copyright 2008
  • 42. Interferometer Antenna 1 Phase 1 INTERFEROMETER Baseline Phase 2 Antenna 2 Measures the phase difference between two antennas 39 Bullock Engineering Research Copyright 2008
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