ceng 5931 gnu radio instructor:dr.collins presented by geetha paturi (0933346)
TRANSCRIPT
Digital communication fundamentals for cognitive radio
CENG 5931 GNU Radio
Instructor:Dr.Collins
Presented by
Geetha Paturi
(0933346)
1. Introduction2. Digital Modulation techniques3. Multicarrier Modulation4. Advantages and disadvantages of multicarrier modulation5. Comparison between single and multicarrier modulation
6. Multicarrier equalization techniques7. Intersymbol interference 8. Pulse Shaping9. Conclusion
Contents
Introduction
Data communication system (requirements) Robust to error
Sufficient data rates
Network capacity constraints
Achieve balance between these requirements to overcome conflicting system operating parameters.
Data Transmission(Anatomy of wireless digital
communication system)
Bit error rate(BER)Band width efficiency
Fundamental limits:Shannon–Hartley theorem
B:Transmission bandwidthC:Channel capacity(b/s)
Sources of Transmission error:Noise into data transmission & effects of a band-limited transmitted medium.
Digital Modulation Techniques
Representation of Signals Euclidean Distance between Signals Decision Rule Power Efficiency M-ary Phase Shift Keying M-ary Quadrature Amplitude Modulation
Representation of Signals
Euclidean Distance between Signals
From a signal constellation plot we can see how an error may occur in the transmission whenever the actually received signal vector is incorrectly shifted to another signal constellation point by noise contribution.
Euclidean Distance and vector representation between two signals is defined as
dttstsd jiij22 )()(
jiij ssd
Decision Rule
Nearest neighbor rule
waveform representation
ijsrsr ji ,
ijsrsr ji ,
T
j
T
i dttstrdttstr00
)()()()(
Power Efficiency
Power efficiency of modulation scheme measures the largest minimum signal distance achievable by modulation technique given the lowest transmit power available.
Energy per symbol
Energy per bit
Power efficiency
dttsPEM
ii
i
s
1
0
2 )(
M
EE s
b2log
bP E
d 2min
M-ary Phase Shift Keying
1,,1,0),2
cos()(
Mmm
ttAts ci
M-ary Quadrature Amplitude Modulation
Constellation map of 16 QAM
QAM Receiver
Multicarrier modulationSingle input/Single output MCM transmitter
Single input/Single output MCM receiver
Advantages and disadvantages of Multicarrier modulation
ADVANTAGES• Transmission agility• High data rate• Immunity to non-flat fading response.• “divide-and-conquer” channel distortion• Adaptive bit loadingDISADVANTAGES• Sensitive to narrowband noise• Sensitive to amplitude clipping• Sensitive to timing jitter, delay
Comparison between single carrier and multicarrier
Multicarrier equalization techniques
To improve quality of received signal equalizers are employed.
Design decisions of equalizer depend on a number of factors such as type of distortion and implementation complexity.
Distortion reductionTo mitigate effects of distortion introduced by the channel
there are two techniques.
Channel coding-Adding redundancy
Channel equalization-effects of channel are inverted at receiver
Intersymbol Interference
When transmissions are sent across a dispersive channel it is possible for the output of that channel intercepted by the receiver to be distorted via temporal spreading resulting in overlapping of individual symbol pulses.
Pulse Shaping
To channel
SOURCE IMPULSE MODULATION
H(f)Pulse
shaping filter
Conclusion
Mathematical tools necessary for enabling advanced features
Various modulation schemes can be used for transmission under different constraints and expectations
Bit Error Rate is primarily used to define performance
Digital communication theory at the core of cognitive radio operations
References
1.“Cognitive radio communications and networks principles and practice” By A.M.Wyglinski,M.nekovee,Y.T.Hou(Elevier,December 2009)
2. Sklar, B.; , "Defining, designing, and evaluating digital communication systems ," Communications Magazine, IEEE , vol.31, no.11, pp.91-101, Nov 1993 doi: 10.1109/35.256888
3. Kolumban, G.; Kennedy, M.P.; Chua, L.O.; , "The role of synchronization in digital communications using chaos. I . Fundamentals of digital communications," Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on , vol.44, no.10, pp.927-936, Oct 1997doi: 10.1109/81.633882