SlideShare a Scribd company logo
1 of 5
Download to read offline
Rahul Gupta et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 5, Issue 6, ( Part -1) June 2015, pp.65-69
www.ijera.com 65 | P a g e
A Systematic Approach to Improve BOC Power Spectrum for
GNSS
Rahul Gupta, Alak Banik, Dipti R Patel, Sohan M Patel, TVS Ram
Optical & Digital Communications Group/SATCOM & Navigation Payload Area
Space Applications Centre, Indian Space Research Organization, Ahmedabad, India
ABSTRACT
An analysis of digital Phase-modulated signals is performed based on frequency spectrum which consists of a
continuous and a number of discrete components at multiples of clock frequencies. The analysis shows that
these components depend on the pulse shape function of multi-level digital signals to be phase modulated. In
this paper, the effect of duty cycle, rise and fall times of these multi-level digital signals, on the frequency
spectrum is studied. It is observed that the duty cycle variation of 10% results 30 dB increase in undesired
component and the 10% increase in rise & fall times increase the power of undesired component by 12 dB. The
theoretical observations of the effects are applied on the Binary Offset Carrier (BOC) modulated signals as a
case study, to discuss their effects in Global Navigation Satellite Systems (GNSS).
Keywords - PSK, BOC, GNSS, Pulse duration, Rise time, Fall time
I. INTRODUCTION
In current digital technology era, the information
is mostly transferred using digital phase-modulated
signals [1], considering the ease in demodulator
design and simple detection techniques using
maximum-likelihood [2]. The digital phase-
modulated signals are allowed to have multiple levels
[3] instead of just two levels (0 and 1). These multi-
level signals are assumed to be represented by
independent non-overlapping pulses. These pulses
can be characterized by different pulse shapes and
with the different occurrence probabilities for
correlation with spectrum of pulse shapes. The
spectral contents other than desired in band are
difficult to remove by filter of complex digital taps
[4]. In this paper, we discuss a simplified solution by
appropriate analysis of effects of pulse shape
followed by demonstrating it on practical circuit with
choices of appropriate devices. A number of
technical literatures have been surveyed. Although
only few papers discuss about the effect of a pulse
shape on its power spectrum [3] but the effect of
pulse shapes is not correlated with the modulated
frequency spectrum. Here Section II explains the
theory regarding the digital phase modulation, pulse
shape, GNSS and BOC signals [5] and the
importance of pulse shape in GNSS spectrum.
Section III illustrates the simulation results with
varying pulse shape parameters. Section IV describes
the implementation of the theoretical observations in
the practical circuit with concluding the paper in
Section V.
II. THEORY
The digital phase modulated signal is represented
by
𝑠 𝑑 = cos⁑(πœ”π‘ 𝑑 + πœ‘(𝑑)) (1)
Ο‰c in equation (1) defines the carrier frequency
(πœ”π‘ = 2π𝑓𝑐 ) and πœ‘(𝑑) shows the multi-level digital
baseband-encoded signal given by
πœ‘ t = π‘Ž π‘˜π‘Ÿ π‘π‘Ÿ t βˆ’ kT1≀r ≀n
βˆ’βˆž<π‘˜<∞
(2)
π‘π‘Ÿ t is the pulse shape of duration T, i.e.
π‘π‘Ÿ t = 0; t < 0, 𝑑 > 𝑇 (3)
π‘“π‘œπ‘Ÿ π‘Ÿ = 1,2,3, … … … , 𝑛
All the pulse shapes for n- multi-level signals are
assumed to be unique so equation (2) becomes
πœ‘ t = π‘Ž π‘˜π‘Ÿ 𝑝 t βˆ’ kT1≀r ≀n
βˆ’βˆž<π‘˜<∞
(4)
π‘Ž π‘˜π‘Ÿ is discrete variable, which can take any value out
of n-levels at any time for duration T.
The variables π‘Ž π‘˜π‘Ÿ are mutually exclusive as only
one pulse signal can exist at a time.
The resultant multilevel digital phase-modulated
signal using equation (4) in equation (1) is
𝑠 𝑑 = cos⁑[πœ”π‘ 𝑑 + π‘Ž π‘˜π‘Ÿ 𝑝 t βˆ’ kT1≀r ≀n
βˆ’βˆž<π‘˜<∞
(5)
Equation (5) represents the fundamental digital
phase-modulated signal with uniform pulse shapes
with same timing characteristics, for simplifying the
spectral analysis. This equation shows that the
frequency spectrum of 𝑠 𝑑 depends greatly on the
pulse shape function 𝑝 t . This adds up many
RESEARCH ARTICLE OPEN ACCESS
Rahul Gupta et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 5, Issue 6, ( Part -1) June 2015, pp.65-69
www.ijera.com 66 | P a g e
discrete components in frequency spectrum at
frequencies shifted from πœ”π‘ by multiple of the timing
frequency (1/T) i.e. at 𝑓𝑐 Β±
π‘˜
𝑇
. Various factors of
𝑝 t like
(i) pulse duration (t ≀ T);
(ii) rise time (tr) and fall time (tf)
contribute to the unwanted components in frequency
spectrum which are discussed in section III.
The Global Navigation Satellite Systems (GNSS)
using space-based navigation technology are using
state-of-the-art Binary Offset Carrier (BOC)
modulation [5], [6] based on the spread spectrum [7].
This is an advanced modulation that better shares the
available frequency band among all the required
signals by increasing spectral separation. In this way,
the BOC modulation conserves the spectrum. This
sharing of frequency band with information at
different positions shifted from carrier frequency [8]
facilitates the interoperability and compatibility of
different navigation systems like GPS, Galileo,
IRNSS etc. Hence the unwanted components due to
pulse shape or otherwise are not allowed to be
transmitted from on-board satellite and are necessary
to avoid in modulated signal.
In this perspective, we carry theoretical analysis by
simulations of pulse shape effects on to BOC
modulation. It is observed that the duty cycle
variation of 10% results 30 dB rises in undesired
component and with the rise & fall time increase
from 1% to 5% of pulse duration T, the power of
undesired components increases by 7 dB.
III. SIMULATION
The multilevel digital modulated signal in
equation (5) is used, with the uniform pulse signals
having maximum duration (i.e. T) and zero rise-fall
times, to simulate the ideal situation. Assuming equal
probability of each level, the Fourier transform of
equation (5) relative to positive frequencies is given
by
π‘†π‘Ÿ πœ” =
𝑇
2
𝑒 𝑗 πœ‘ π‘Ÿ 𝑒
𝑗 πœ” π‘βˆ’πœ” 𝑇
2
sin
πœ” π‘βˆ’πœ” 𝑇
2
πœ” π‘βˆ’πœ” 𝑇
2
2
(6)
where πœ‘π‘Ÿ is the phase deviation of rth
level out of n-
pulses, those can be either positive or negative.
Therefore, the power spectrum of a multi-level
(equidistant and equi-probable) phase modulated
signal comes as
P πœ” =
𝑇
4
sin
πœ” π‘βˆ’πœ” 𝑇
2
πœ” π‘βˆ’πœ” 𝑇
2
2
(7)
In view of its importance in GNSS signals, the
BOC (5, 2) modulation technique is chosen for the
further analysis. This modulation technique of BOC
(5, 2) uses a subcarrier of 5.115 MHz for a spreaded
signal of data rate 2.046 Mbps [9]. Both are
multiplied to generate a BOC (5, 2) modulated
baseband multi-level digital signal at data rate of
10.23 Mbps (=1/T) as shown in Fig 1.
Fig.1. BOC (5, 2) Modulated Baseband Multi-Level
Digital Signal
As the equation (6) represents the pulse
frequency response, the power spectrum for BOC (5,
2) modulated signal at carrier frequency (πœ”π‘) of
102.3 MHz is shown in Fig 2 based on equation (7).
This power spectrum clearly indicates that in case of
50% duty cycle and zero rise-fall time, there appears
no discrete or continuous component at frequency
πœ”π‘ Β±
1
𝑇
*
. Further analysis would consider only the
first component (k=1), assuming that other
components are out of the signal band and hence
filtered out before transmission.
The effects of pulse shape parameters on the
signal power spectrum are studied in the subsequent
subsections.
Fig.2. Power Spectrum at πœ”π‘ of 102.3 MHz for BOC
(5, 2) Modulated Signal with Pulse Duration T and
Zero Rise & Fall Times
*
Hereafter πœ”π‘ is taken as frequency (Hz), but in
standard it has unit of rad/sec.
A. DUTY CYCLE
Duty cycle of the used clock of 5.115 MHz is
another way to represent the pulse width (Ο„ ≀ T)
of 𝑝 t , where the pulse period is T.
Fig.3. Pulse of Width 𝜏 ≀ T used to Represent Multi-
Level Digital Baseband Signal
X X
50 bps
Data
2.046 Mbps
Spreading Code
2.046 Mbps
Spreaded Data
5.115 MHz Clock
BOC(5,2)
Baseband Signal
Rahul Gupta et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 5, Issue 6, ( Part -1) June 2015, pp.65-69
www.ijera.com 67 | P a g e
Here in BOC (5, 2) modulated signal the multi-
level digital baseband signals πœ‘ t are represented by
the pulses 𝑝 t of period T (=1/10.23 Β΅sec) as shown
in Fig 3. When the clock has a duty cycle other than
50%, a continuous frequency pattern appears at
frequencies shifted from πœ”π‘ with multiples of
1
T
. Fig.
5 shows the power spectrum of BOC (5, 2)
modulated signal with clock of 48% duty cycle,
which states clearly that the undesired continuous
component has increased by 18 dB, compared to that
of Fig. 4 with 50% duty cycle.
Here considering zero rise and fall times, the plot
for integrated power of undesired continuous
component of 2.046 MHz band centered at πœ”π‘ Β±
1
𝑇
with variation in duty cycle around 50% is shown in
Fig. 6.
Fig.4. Power Spectrum at πœ”π‘ of 102.3 MHz for
BOC(5, 2) Modulated Signal with Clock Duty Cycle
50% (𝜏 = T) and Zero Rise & Fall Times
Fig.5. Power Spectrum at πœ”π‘ of 102.3 MHz for BOC
(5, 2) Modulated Signal with Clock Duty Cycle 48%
(𝜏 < 𝑇) and Zero Rise & Fall Times
This quantifies that as duration of multi-level
digital modulated pulses varies from 50% to
50Β±10%, the continuous spectrum component at
frequency (πœ”π‘ Β±
1
𝑇
) increases by 30 dB. The
severity of this continuous spectral band can create
noise for other omnipresent GNSS signals.
Fig.6. Power of undesired band centered at 𝑓𝑐 Β±
1𝑇, with πœ”π‘ of 102.3 MHz for BOC (5, 2), varying
with Clock Duty Cycle (𝜏 ≀ T) at Zero Rise & Fall
Times
B. RISE & FALL TIMES
Finite rise & fall times (tr & tf) in the baseband
multi-level digital modulated pulses, shown in Fig. 7,
contribute to the discrete frequency components at
frequencies (πœ”π‘ Β±
π‘˜
𝑇
).
Fig.7. Pulse of width 𝑇 and finite rise & fall times
(𝑠 < 𝑇) used to represent multi-level digital
baseband signal
The localized power spectrum at 𝑓 𝑖. 𝑒. πœ”π‘ Β±
π‘˜
𝑇
decreases as (
1
πœ”4) as πœ” tends to infinite [3]. The
simulation results of BOC (5, 2) modulated signal
spectrum with pulses 𝑝 t of period T (=1/10.23
Β΅sec) and finite tr & tf of 3 nsec, is shown in Fig. 8.
Fig.8. Power Spectrum at πœ”π‘ of 102.3 MHz for
BOC(5, 2) Modulated Signal with Clock Duty Cycle
50% (𝜏 = T) and 3 nsec Rise & Fall Times
40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
-30
-25
-20
-15
-10
-5
0
5
Power in BW of 2.046 MHz centered at (fc Β± 1/T) v/s Duty Cycle
Duty Cycle (%)
Power(dBm)
Rahul Gupta et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 5, Issue 6, ( Part -1) June 2015, pp.65-69
www.ijera.com 68 | P a g e
The appearance of discrete component at
πœ”π‘ Β±
1
𝑇
in spectrum of Fig.8 is visible, increased by
20 dB compared to that of Fig. 2, but the integrated
power in the undesired band around πœ”π‘ Β±
1
𝑇
increases by 6 dB only. Hence a signal spectrum with
undesired discrete components is more vulnerable
than the undesired continuous (spreaded) component
to affect other GNSS signals.
Fig.9. Power of undesired discrete component at
πœ”π‘ Β±
1
𝑇
, with πœ”π‘ of 102.3 MHz for BOC (5, 2),
varying with Rise & Fall Times at 50% Clock Duty
Cycle (𝜏 ≀ T)
Considering the 50% duty cycle, the plot of
variation of the integrated power in the undesired
band around πœ”π‘ Β±
1
𝑇
is shown in Fig. 9 which
indicates this power increase by 12 dB for tr & tf as
10% of T. Here it increases by around 7 dB when tr &
tf are increased from 0 to 4 nsec.
C. COMBINED EFFECT
The combined effect of pulse width and rise &
fall times is also studied here and the result, with duty
cycle of 45% and rise-fall time of 3 nsec, is shown in
Fig. 10. It indicates the increase in both the undesired
continuous and discrete components around πœ”π‘ Β±
1
𝑇
.
Fig.10. Power Spectrum at πœ”π‘ of 102.3 MHz for
BOC (5, 2) Modulated Signal with Clock Duty Cycle
45% (𝜏 < 𝑇) and 3 nsec Rise & Fall Times
The power of undesired component v/s duty
cycle with different rise and fall times is shown in
Fig 11. It highlights the importance of rise-fall time
at duty cycle near to ideal i.e. 50%. But as the duty
cycle deviates more from the ideal condition, the
deviation in undesired power component due to rise-
fall time, becomes continuously negligible.
Fig.11. Power of undesired band centered at πœ”π‘ Β±
1𝑇, with πœ”π‘ of 102.3 MHz for BOC (5, 2), v/s Clock
Duty Cycle (𝜏 ≀ T) at different Rise & Fall Times
IV. IMPLEMENTATION AND
RESULTS
A BOC (5, 2) modulator hardware as per Fig. 1
has been developed and tested with devices of
different timing parameters.
In hardware, the signal pulses are latched before
carrier signal multiplication which brings the pulse
width i.e. duty cycle of multilevel digital signals
towards ideal, therefore the effect of duty cycle
doesnβ€Ÿt reflect in the implementation results. But the
rise and fall time parameters for each used device are
defined so the rise and fall time of multilevel digital
pulses is the only factor to degrade the spectrum in
real hardware.
Fig.12. Power Spectrum at πœ”π‘ of 102.3 MHz for
BOC (5, 2) Modulated Signal Designed with 74LS
TTL Devices
(a) The BOC (5, 2) modulator was designed using
the available slow speed 74 series TTL ICs of
β€žLSβ€Ÿ class. The modulated power spectrum is
shown in Fig. 12 and it clearly indicates that due
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
-30
-28
-26
-24
-22
-20
-18
-16
-14
-12
Power in BW of 2.046 MHz centered at (fc Β± 1/T) v/s Rise/Fall time
Rise/Fall time (nsec)
Power(dBm)
40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
-30
-25
-20
-15
-10
-5
0
5
Power in BW of 2.046 MHz centered at (fc Β± 1/T) v/s Duty Cycle
Duty Cycle (%)
Power(dB)
rise-fall time= 0 nsec
rise-fall time= 5 nsec
rise-fall time= 10 nsec
rise-fall time= 15 nsec
rise-fall time= 20 nsec
Rahul Gupta et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN : 2248-9622, Vol. 5, Issue 6, ( Part -1) June 2015, pp.65-69
www.ijera.com 69 | P a g e
to high rise and fall times, discrete components
occur at frequency πœ”π‘ Β±
1
𝑇
.
(b) Later, to remove these discrete frequency
components, a device of very low rise and fall
time was used in design.
Fig.13. Power Spectrum at πœ”π‘ of 102.3 MHz for
BOC (5, 2) Modulated Signal Designed using Fast
Speed 74F TTL Devices
The high speed 74 series TTL ICs of β€žFβ€Ÿ class
were used which have the rise and fall times (~6
nsec) one fourth than β€žLSβ€Ÿ class devices (~25 nsec).
The improved spectrum is shown in Fig. 13 having
tolerable discrete components at frequency πœ”π‘ Β±
1𝑇which has decreased by almost 10 dB compared to
earlier configuration.
Hence, for a tolerable limit of 10 to 12 dB
increase in power of undesired component, the duty
cycle and rise-fall times can be deviated upto 1% and
5% respectively from the ideal condition. Above
analysis of shape and timing characteristics of the
multi-level digital modulated pulses shows that the
pulse duration and rise & fall times play a significant
role in the modulated spectrum which may be critical
in GNSS applications.
V. CONCLUSION
In this paper, the study of the pulse shape and
timing characteristics for a multi-level digital phase-
modulated signal has been accomplished. Here the
results, both of the simulated and developed
modulators clearly describe the importance of the
pulse shape in terms of duration and rise & fall times,
for a modulator and especially for Global Navigation
Satellite Systems (GNSS). So based on the above
analysis to study and find out the tolerable limits of
undesired power components, itβ€Ÿs very important to
take the timing parameters, of devices to be used, in
consideration while designing a multi-level digital
phase modulator.
Acknowledgements
We like to express our gratitude to Director,
SAC, ISRO for his continuous support and
encouragement. We acknowledge the support
received from Shri D K Das, DD/SNPA. We are also
grateful to the Indian Space Research Organizationβ€Ÿs
Navigation project, for providing the funds and other
logistics for this research and development.
References
[1] J. Proakis, Digital Communications, New
York: McGraw Hill, 2001.
[2] Dariush Divsalar, β€œMultiple-Symbol
Differential Detection of MPSK”, IEEE
transactions on Communications, Vol.38,
No.3, March 1990.
[3] Glance B., β€œPower Spectra of Multilevel
Digital Phase-Modulated Signals,” The Bell
System Technical Journal, 50, No.
9(November 1971), pp. 2857-2878.
[4] Rader C. M., β€œDigital Filter design techniques
in the Frequency Domain”, Proceedings of the
IEEE, Vol.55, No.2, February 1967.
[5] Betz John W., β€œBinary Offset Carrier
Modulations for Radio navigation,” Journal of
the Institute of Navigation, 2001.
[6] Betz John W., β€œThe Offset Carrier
Modulations for GPS Modernization,”
Proceedings of the Institute of Navigation
technical meeting, 1999.
[7] Betz John W., β€œDesign and Performance of
Code Tracking for the GPS M Code signal”,
MITRE Technical Paper, September 2000.
[8] Godet J., β€œGPS/Galileo RadioFrequency
Compatibility Analysis”, Proceedings of the
Institute of Navigation ION-GPS-00, Salt Lake
City, Utah, 2000.
[9] Rahul Gupta, Sohan M. Patel, Dipti R. Patel,
TVS Ram, β€œDevelopment of BOC/Interplex
Modulator with FPGA & Novel RF Design for
Regional Navigation Satellite System”,
Proceedings of International Conference on
Navigational System & Signal Processing
Applications, Guntur, AP, India, December
2013.

More Related Content

What's hot

Ensemble Empirical Mode Decomposition: An adaptive method for noise reduction
Ensemble Empirical Mode Decomposition: An adaptive method for noise reduction Ensemble Empirical Mode Decomposition: An adaptive method for noise reduction
Ensemble Empirical Mode Decomposition: An adaptive method for noise reduction IOSR Journals
Β 
Electrocardiogram Denoised Signal by Discrete Wavelet Transform and Continuou...
Electrocardiogram Denoised Signal by Discrete Wavelet Transform and Continuou...Electrocardiogram Denoised Signal by Discrete Wavelet Transform and Continuou...
Electrocardiogram Denoised Signal by Discrete Wavelet Transform and Continuou...CSCJournals
Β 
ANALYTICAL PERFORMANCE EVALUATION OF A MIMO FSO COMMUNICATION SYSTEM WITH DIR...
ANALYTICAL PERFORMANCE EVALUATION OF A MIMO FSO COMMUNICATION SYSTEM WITH DIR...ANALYTICAL PERFORMANCE EVALUATION OF A MIMO FSO COMMUNICATION SYSTEM WITH DIR...
ANALYTICAL PERFORMANCE EVALUATION OF A MIMO FSO COMMUNICATION SYSTEM WITH DIR...optljjournal
Β 
Comparative analysis on an exponential form of pulse with an integer and non-...
Comparative analysis on an exponential form of pulse with an integer and non-...Comparative analysis on an exponential form of pulse with an integer and non-...
Comparative analysis on an exponential form of pulse with an integer and non-...IJERA Editor
Β 
Degradation of ICI in OFDM Communication System by Analyzing I/Q Imbalance an...
Degradation of ICI in OFDM Communication System by Analyzing I/Q Imbalance an...Degradation of ICI in OFDM Communication System by Analyzing I/Q Imbalance an...
Degradation of ICI in OFDM Communication System by Analyzing I/Q Imbalance an...IRJET Journal
Β 
Analysis of cyclic prefix length effect on ISI limitation in OFDM system over...
Analysis of cyclic prefix length effect on ISI limitation in OFDM system over...Analysis of cyclic prefix length effect on ISI limitation in OFDM system over...
Analysis of cyclic prefix length effect on ISI limitation in OFDM system over...IJECEIAES
Β 
Generation of quantum codes using up and down link optical soliton
Generation of quantum codes using up and down link optical solitonGeneration of quantum codes using up and down link optical soliton
Generation of quantum codes using up and down link optical solitonUniversity of Malaya (UM)
Β 
Comparison and analysis of orthogonal and biorthogonal wavelets for ecg compr...
Comparison and analysis of orthogonal and biorthogonal wavelets for ecg compr...Comparison and analysis of orthogonal and biorthogonal wavelets for ecg compr...
Comparison and analysis of orthogonal and biorthogonal wavelets for ecg compr...eSAT Publishing House
Β 
3.[14 28]space vector based dual zero-vector random centered distribution pwm...
3.[14 28]space vector based dual zero-vector random centered distribution pwm...3.[14 28]space vector based dual zero-vector random centered distribution pwm...
3.[14 28]space vector based dual zero-vector random centered distribution pwm...Alexander Decker
Β 
11.space vector based dual zero vector random centered distribution pwm algor...
11.space vector based dual zero vector random centered distribution pwm algor...11.space vector based dual zero vector random centered distribution pwm algor...
11.space vector based dual zero vector random centered distribution pwm algor...Alexander Decker
Β 
Comparative Analysis of Different Wavelet Functions using Modified Adaptive F...
Comparative Analysis of Different Wavelet Functions using Modified Adaptive F...Comparative Analysis of Different Wavelet Functions using Modified Adaptive F...
Comparative Analysis of Different Wavelet Functions using Modified Adaptive F...IJERA Editor
Β 
An Accurate Classification Method of Harmonic Signals in Power Distribution S...
An Accurate Classification Method of Harmonic Signals in Power Distribution S...An Accurate Classification Method of Harmonic Signals in Power Distribution S...
An Accurate Classification Method of Harmonic Signals in Power Distribution S...TELKOMNIKA JOURNAL
Β 
Bartlett's method pp ts
Bartlett's method pp tsBartlett's method pp ts
Bartlett's method pp tsDiwaker Pant
Β 
International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)ijceronline
Β 

What's hot (16)

B010411016
B010411016B010411016
B010411016
Β 
Ensemble Empirical Mode Decomposition: An adaptive method for noise reduction
Ensemble Empirical Mode Decomposition: An adaptive method for noise reduction Ensemble Empirical Mode Decomposition: An adaptive method for noise reduction
Ensemble Empirical Mode Decomposition: An adaptive method for noise reduction
Β 
Electrocardiogram Denoised Signal by Discrete Wavelet Transform and Continuou...
Electrocardiogram Denoised Signal by Discrete Wavelet Transform and Continuou...Electrocardiogram Denoised Signal by Discrete Wavelet Transform and Continuou...
Electrocardiogram Denoised Signal by Discrete Wavelet Transform and Continuou...
Β 
ANALYTICAL PERFORMANCE EVALUATION OF A MIMO FSO COMMUNICATION SYSTEM WITH DIR...
ANALYTICAL PERFORMANCE EVALUATION OF A MIMO FSO COMMUNICATION SYSTEM WITH DIR...ANALYTICAL PERFORMANCE EVALUATION OF A MIMO FSO COMMUNICATION SYSTEM WITH DIR...
ANALYTICAL PERFORMANCE EVALUATION OF A MIMO FSO COMMUNICATION SYSTEM WITH DIR...
Β 
Comparative analysis on an exponential form of pulse with an integer and non-...
Comparative analysis on an exponential form of pulse with an integer and non-...Comparative analysis on an exponential form of pulse with an integer and non-...
Comparative analysis on an exponential form of pulse with an integer and non-...
Β 
Degradation of ICI in OFDM Communication System by Analyzing I/Q Imbalance an...
Degradation of ICI in OFDM Communication System by Analyzing I/Q Imbalance an...Degradation of ICI in OFDM Communication System by Analyzing I/Q Imbalance an...
Degradation of ICI in OFDM Communication System by Analyzing I/Q Imbalance an...
Β 
Analysis of cyclic prefix length effect on ISI limitation in OFDM system over...
Analysis of cyclic prefix length effect on ISI limitation in OFDM system over...Analysis of cyclic prefix length effect on ISI limitation in OFDM system over...
Analysis of cyclic prefix length effect on ISI limitation in OFDM system over...
Β 
Generation of quantum codes using up and down link optical soliton
Generation of quantum codes using up and down link optical solitonGeneration of quantum codes using up and down link optical soliton
Generation of quantum codes using up and down link optical soliton
Β 
Comparison and analysis of orthogonal and biorthogonal wavelets for ecg compr...
Comparison and analysis of orthogonal and biorthogonal wavelets for ecg compr...Comparison and analysis of orthogonal and biorthogonal wavelets for ecg compr...
Comparison and analysis of orthogonal and biorthogonal wavelets for ecg compr...
Β 
3.[14 28]space vector based dual zero-vector random centered distribution pwm...
3.[14 28]space vector based dual zero-vector random centered distribution pwm...3.[14 28]space vector based dual zero-vector random centered distribution pwm...
3.[14 28]space vector based dual zero-vector random centered distribution pwm...
Β 
11.space vector based dual zero vector random centered distribution pwm algor...
11.space vector based dual zero vector random centered distribution pwm algor...11.space vector based dual zero vector random centered distribution pwm algor...
11.space vector based dual zero vector random centered distribution pwm algor...
Β 
Comparative Analysis of Different Wavelet Functions using Modified Adaptive F...
Comparative Analysis of Different Wavelet Functions using Modified Adaptive F...Comparative Analysis of Different Wavelet Functions using Modified Adaptive F...
Comparative Analysis of Different Wavelet Functions using Modified Adaptive F...
Β 
An Accurate Classification Method of Harmonic Signals in Power Distribution S...
An Accurate Classification Method of Harmonic Signals in Power Distribution S...An Accurate Classification Method of Harmonic Signals in Power Distribution S...
An Accurate Classification Method of Harmonic Signals in Power Distribution S...
Β 
Bartlett's method pp ts
Bartlett's method pp tsBartlett's method pp ts
Bartlett's method pp ts
Β 
International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)
Β 
NON PARAMETRIC METHOD
NON PARAMETRIC METHODNON PARAMETRIC METHOD
NON PARAMETRIC METHOD
Β 

Viewers also liked

The Level of Base Oil Recovery from Niger Delta Drill Cuttings Using Thermal ...
The Level of Base Oil Recovery from Niger Delta Drill Cuttings Using Thermal ...The Level of Base Oil Recovery from Niger Delta Drill Cuttings Using Thermal ...
The Level of Base Oil Recovery from Niger Delta Drill Cuttings Using Thermal ...IJERA Editor
Β 
A Low Phase Noise CMOS Quadrature Voltage Control Oscillator Using Clock Gate...
A Low Phase Noise CMOS Quadrature Voltage Control Oscillator Using Clock Gate...A Low Phase Noise CMOS Quadrature Voltage Control Oscillator Using Clock Gate...
A Low Phase Noise CMOS Quadrature Voltage Control Oscillator Using Clock Gate...IJERA Editor
Β 
Replacement of Natural Fine Aggregate With Air Cooled Blast Furnace Slag An I...
Replacement of Natural Fine Aggregate With Air Cooled Blast Furnace Slag An I...Replacement of Natural Fine Aggregate With Air Cooled Blast Furnace Slag An I...
Replacement of Natural Fine Aggregate With Air Cooled Blast Furnace Slag An I...IJERA Editor
Β 
Performance Analysis Of PV Interfaced Neural Network Based Hybrid Active Powe...
Performance Analysis Of PV Interfaced Neural Network Based Hybrid Active Powe...Performance Analysis Of PV Interfaced Neural Network Based Hybrid Active Powe...
Performance Analysis Of PV Interfaced Neural Network Based Hybrid Active Powe...IJERA Editor
Β 
Analyzing Specialized Views of Transportation Under Mean Safety By Using Fuzz...
Analyzing Specialized Views of Transportation Under Mean Safety By Using Fuzz...Analyzing Specialized Views of Transportation Under Mean Safety By Using Fuzz...
Analyzing Specialized Views of Transportation Under Mean Safety By Using Fuzz...IJERA Editor
Β 
Denoising of ECG -- A discrete time approach using DWT.
Denoising of ECG -- A discrete time approach using DWT.Denoising of ECG -- A discrete time approach using DWT.
Denoising of ECG -- A discrete time approach using DWT.IJERA Editor
Β 
Analysis Of Comparative Strength Model Connection Bolts And Weld To The Plate...
Analysis Of Comparative Strength Model Connection Bolts And Weld To The Plate...Analysis Of Comparative Strength Model Connection Bolts And Weld To The Plate...
Analysis Of Comparative Strength Model Connection Bolts And Weld To The Plate...IJERA Editor
Β 
A review of Wireless Information and Power Transfer in Multiuser OFDM Systems
A review of Wireless Information and Power Transfer in Multiuser OFDM SystemsA review of Wireless Information and Power Transfer in Multiuser OFDM Systems
A review of Wireless Information and Power Transfer in Multiuser OFDM SystemsIJERA Editor
Β 
Bocetos de mi sofware educativo. 3er corte. laboratorio
Bocetos de mi sofware educativo. 3er corte. laboratorioBocetos de mi sofware educativo. 3er corte. laboratorio
Bocetos de mi sofware educativo. 3er corte. laboratoriomarielinraga1
Β 
Carta al-inquilino 1
Carta al-inquilino 1Carta al-inquilino 1
Carta al-inquilino 1lanoticiainedita
Β 
32davidzambrano
32davidzambrano32davidzambrano
32davidzambranodavideze
Β 
Manual+ΓΊn..
Manual+ΓΊn..Manual+ΓΊn..
Manual+ΓΊn..Lorena Rincon
Β 
Politica (info)
Politica (info)Politica (info)
Politica (info)annamagin
Β 
Mantenimiento de fuente poder
Mantenimiento de fuente poderMantenimiento de fuente poder
Mantenimiento de fuente podergleysisanchez
Β 
Comando ms dos
Comando ms dosComando ms dos
Comando ms dosdfaguirre
Β 
Top 10 de los fichajes mΓ‘s caros del futbol
Top 10 de los fichajes mΓ‘s caros del futbolTop 10 de los fichajes mΓ‘s caros del futbol
Top 10 de los fichajes mΓ‘s caros del futboljoseluis1694
Β 
Tecnologias interativas metod_aprendizagem (7)
Tecnologias interativas metod_aprendizagem (7)Tecnologias interativas metod_aprendizagem (7)
Tecnologias interativas metod_aprendizagem (7)Prof. Lobo
Β 
Presentacion educativa
Presentacion educativaPresentacion educativa
Presentacion educativaAndreitaChay
Β 

Viewers also liked (20)

The Level of Base Oil Recovery from Niger Delta Drill Cuttings Using Thermal ...
The Level of Base Oil Recovery from Niger Delta Drill Cuttings Using Thermal ...The Level of Base Oil Recovery from Niger Delta Drill Cuttings Using Thermal ...
The Level of Base Oil Recovery from Niger Delta Drill Cuttings Using Thermal ...
Β 
A Low Phase Noise CMOS Quadrature Voltage Control Oscillator Using Clock Gate...
A Low Phase Noise CMOS Quadrature Voltage Control Oscillator Using Clock Gate...A Low Phase Noise CMOS Quadrature Voltage Control Oscillator Using Clock Gate...
A Low Phase Noise CMOS Quadrature Voltage Control Oscillator Using Clock Gate...
Β 
Replacement of Natural Fine Aggregate With Air Cooled Blast Furnace Slag An I...
Replacement of Natural Fine Aggregate With Air Cooled Blast Furnace Slag An I...Replacement of Natural Fine Aggregate With Air Cooled Blast Furnace Slag An I...
Replacement of Natural Fine Aggregate With Air Cooled Blast Furnace Slag An I...
Β 
Performance Analysis Of PV Interfaced Neural Network Based Hybrid Active Powe...
Performance Analysis Of PV Interfaced Neural Network Based Hybrid Active Powe...Performance Analysis Of PV Interfaced Neural Network Based Hybrid Active Powe...
Performance Analysis Of PV Interfaced Neural Network Based Hybrid Active Powe...
Β 
Analyzing Specialized Views of Transportation Under Mean Safety By Using Fuzz...
Analyzing Specialized Views of Transportation Under Mean Safety By Using Fuzz...Analyzing Specialized Views of Transportation Under Mean Safety By Using Fuzz...
Analyzing Specialized Views of Transportation Under Mean Safety By Using Fuzz...
Β 
Denoising of ECG -- A discrete time approach using DWT.
Denoising of ECG -- A discrete time approach using DWT.Denoising of ECG -- A discrete time approach using DWT.
Denoising of ECG -- A discrete time approach using DWT.
Β 
Analysis Of Comparative Strength Model Connection Bolts And Weld To The Plate...
Analysis Of Comparative Strength Model Connection Bolts And Weld To The Plate...Analysis Of Comparative Strength Model Connection Bolts And Weld To The Plate...
Analysis Of Comparative Strength Model Connection Bolts And Weld To The Plate...
Β 
A review of Wireless Information and Power Transfer in Multiuser OFDM Systems
A review of Wireless Information and Power Transfer in Multiuser OFDM SystemsA review of Wireless Information and Power Transfer in Multiuser OFDM Systems
A review of Wireless Information and Power Transfer in Multiuser OFDM Systems
Β 
Bocetos de mi sofware educativo. 3er corte. laboratorio
Bocetos de mi sofware educativo. 3er corte. laboratorioBocetos de mi sofware educativo. 3er corte. laboratorio
Bocetos de mi sofware educativo. 3er corte. laboratorio
Β 
Carta al-inquilino 1
Carta al-inquilino 1Carta al-inquilino 1
Carta al-inquilino 1
Β 
32davidzambrano
32davidzambrano32davidzambrano
32davidzambrano
Β 
Manual+ΓΊn..
Manual+ΓΊn..Manual+ΓΊn..
Manual+ΓΊn..
Β 
Geografia
GeografiaGeografia
Geografia
Β 
Politica (info)
Politica (info)Politica (info)
Politica (info)
Β 
Mantenimiento de fuente poder
Mantenimiento de fuente poderMantenimiento de fuente poder
Mantenimiento de fuente poder
Β 
Comando ms dos
Comando ms dosComando ms dos
Comando ms dos
Β 
QuadrΓ­ptic mosquit tigre
QuadrΓ­ptic mosquit tigreQuadrΓ­ptic mosquit tigre
QuadrΓ­ptic mosquit tigre
Β 
Top 10 de los fichajes mΓ‘s caros del futbol
Top 10 de los fichajes mΓ‘s caros del futbolTop 10 de los fichajes mΓ‘s caros del futbol
Top 10 de los fichajes mΓ‘s caros del futbol
Β 
Tecnologias interativas metod_aprendizagem (7)
Tecnologias interativas metod_aprendizagem (7)Tecnologias interativas metod_aprendizagem (7)
Tecnologias interativas metod_aprendizagem (7)
Β 
Presentacion educativa
Presentacion educativaPresentacion educativa
Presentacion educativa
Β 

Similar to A Systematic Approach to Improve BOC Power Spectrum for GNSS

Wavelet Based Fault Detection, Classification in Transmission System with TCS...
Wavelet Based Fault Detection, Classification in Transmission System with TCS...Wavelet Based Fault Detection, Classification in Transmission System with TCS...
Wavelet Based Fault Detection, Classification in Transmission System with TCS...IJERA Editor
Β 
Digital signal processing techniques for lti fiber impairment compensation
Digital signal processing techniques for lti fiber impairment compensationDigital signal processing techniques for lti fiber impairment compensation
Digital signal processing techniques for lti fiber impairment compensationeSAT Journals
Β 
Digital signal processing techniques for lti fiber
Digital signal processing techniques for lti fiberDigital signal processing techniques for lti fiber
Digital signal processing techniques for lti fibereSAT Publishing House
Β 
Cryptography Scheme of an Optical Switching System Using Pico/Femto Second So...
Cryptography Scheme of an Optical Switching System Using Pico/Femto Second So...Cryptography Scheme of an Optical Switching System Using Pico/Femto Second So...
Cryptography Scheme of an Optical Switching System Using Pico/Femto Second So...University of Malaya (UM)
Β 
Wavelet based denoisiong of acoustic signal
Wavelet based denoisiong of acoustic signalWavelet based denoisiong of acoustic signal
Wavelet based denoisiong of acoustic signaleSAT Publishing House
Β 
A Simple Design to Mitigate Problems of Conventional Digital Phase Locked Loop
A Simple Design to Mitigate Problems of Conventional Digital Phase Locked LoopA Simple Design to Mitigate Problems of Conventional Digital Phase Locked Loop
A Simple Design to Mitigate Problems of Conventional Digital Phase Locked LoopCSCJournals
Β 
A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...
A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...
A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...IJECEIAES
Β 
A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...
A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...
A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...Yayah Zakaria
Β 
Software PLL for PLI synchronization, design, modeling and simulation , sozopol
Software PLL for PLI synchronization, design, modeling and simulation , sozopolSoftware PLL for PLI synchronization, design, modeling and simulation , sozopol
Software PLL for PLI synchronization, design, modeling and simulation , sozopoldpdobrev
Β 
The application wavelet transform algorithm in testing adc effective number o...
The application wavelet transform algorithm in testing adc effective number o...The application wavelet transform algorithm in testing adc effective number o...
The application wavelet transform algorithm in testing adc effective number o...ijcsit
Β 
Packets Wavelets and Stockwell Transform Analysis of Femoral Doppler Ultrasou...
Packets Wavelets and Stockwell Transform Analysis of Femoral Doppler Ultrasou...Packets Wavelets and Stockwell Transform Analysis of Femoral Doppler Ultrasou...
Packets Wavelets and Stockwell Transform Analysis of Femoral Doppler Ultrasou...IJECEIAES
Β 
HEATED WIND PARTICLE’S BEHAVIOURAL STUDY BY THE CONTINUOUS WAVELET TRANSFORM ...
HEATED WIND PARTICLE’S BEHAVIOURAL STUDY BY THE CONTINUOUS WAVELET TRANSFORM ...HEATED WIND PARTICLE’S BEHAVIOURAL STUDY BY THE CONTINUOUS WAVELET TRANSFORM ...
HEATED WIND PARTICLE’S BEHAVIOURAL STUDY BY THE CONTINUOUS WAVELET TRANSFORM ...cscpconf
Β 
Design and Implementation of Low Ripple Low Power Digital Phase-Locked Loop
Design and Implementation of Low Ripple Low Power Digital Phase-Locked LoopDesign and Implementation of Low Ripple Low Power Digital Phase-Locked Loop
Design and Implementation of Low Ripple Low Power Digital Phase-Locked LoopCSCJournals
Β 
Decimal Convertor Application for Optical Wireless Communication by Generatin...
Decimal Convertor Application for Optical Wireless Communication by Generatin...Decimal Convertor Application for Optical Wireless Communication by Generatin...
Decimal Convertor Application for Optical Wireless Communication by Generatin...University of Malaya (UM)
Β 
Decimal convertor application for optical wireless communication by generatin...
Decimal convertor application for optical wireless communication by generatin...Decimal convertor application for optical wireless communication by generatin...
Decimal convertor application for optical wireless communication by generatin...University of Malaya (UM)
Β 
Analysis of s band substrate integrated waveguide power divider, circulator a...
Analysis of s band substrate integrated waveguide power divider, circulator a...Analysis of s band substrate integrated waveguide power divider, circulator a...
Analysis of s band substrate integrated waveguide power divider, circulator a...IJCSEA Journal
Β 
Ber performance of ofdm with discrete wavelet transform for time dispersive c...
Ber performance of ofdm with discrete wavelet transform for time dispersive c...Ber performance of ofdm with discrete wavelet transform for time dispersive c...
Ber performance of ofdm with discrete wavelet transform for time dispersive c...eSAT Publishing House
Β 

Similar to A Systematic Approach to Improve BOC Power Spectrum for GNSS (20)

Wavelet Based Fault Detection, Classification in Transmission System with TCS...
Wavelet Based Fault Detection, Classification in Transmission System with TCS...Wavelet Based Fault Detection, Classification in Transmission System with TCS...
Wavelet Based Fault Detection, Classification in Transmission System with TCS...
Β 
Digital signal processing techniques for lti fiber impairment compensation
Digital signal processing techniques for lti fiber impairment compensationDigital signal processing techniques for lti fiber impairment compensation
Digital signal processing techniques for lti fiber impairment compensation
Β 
Digital signal processing techniques for lti fiber
Digital signal processing techniques for lti fiberDigital signal processing techniques for lti fiber
Digital signal processing techniques for lti fiber
Β 
ADC Digital Modulation
ADC   Digital ModulationADC   Digital Modulation
ADC Digital Modulation
Β 
Cryptography Scheme of an Optical Switching System Using Pico/Femto Second So...
Cryptography Scheme of an Optical Switching System Using Pico/Femto Second So...Cryptography Scheme of an Optical Switching System Using Pico/Femto Second So...
Cryptography Scheme of an Optical Switching System Using Pico/Femto Second So...
Β 
Wavelet based denoisiong of acoustic signal
Wavelet based denoisiong of acoustic signalWavelet based denoisiong of acoustic signal
Wavelet based denoisiong of acoustic signal
Β 
A Simple Design to Mitigate Problems of Conventional Digital Phase Locked Loop
A Simple Design to Mitigate Problems of Conventional Digital Phase Locked LoopA Simple Design to Mitigate Problems of Conventional Digital Phase Locked Loop
A Simple Design to Mitigate Problems of Conventional Digital Phase Locked Loop
Β 
A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...
A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...
A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...
Β 
A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...
A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...
A Utilisation of Improved Gabor Transform for Harmonic Signals Detection and ...
Β 
EMI
EMIEMI
EMI
Β 
Software PLL for PLI synchronization, design, modeling and simulation , sozopol
Software PLL for PLI synchronization, design, modeling and simulation , sozopolSoftware PLL for PLI synchronization, design, modeling and simulation , sozopol
Software PLL for PLI synchronization, design, modeling and simulation , sozopol
Β 
The application wavelet transform algorithm in testing adc effective number o...
The application wavelet transform algorithm in testing adc effective number o...The application wavelet transform algorithm in testing adc effective number o...
The application wavelet transform algorithm in testing adc effective number o...
Β 
Packets Wavelets and Stockwell Transform Analysis of Femoral Doppler Ultrasou...
Packets Wavelets and Stockwell Transform Analysis of Femoral Doppler Ultrasou...Packets Wavelets and Stockwell Transform Analysis of Femoral Doppler Ultrasou...
Packets Wavelets and Stockwell Transform Analysis of Femoral Doppler Ultrasou...
Β 
HEATED WIND PARTICLE’S BEHAVIOURAL STUDY BY THE CONTINUOUS WAVELET TRANSFORM ...
HEATED WIND PARTICLE’S BEHAVIOURAL STUDY BY THE CONTINUOUS WAVELET TRANSFORM ...HEATED WIND PARTICLE’S BEHAVIOURAL STUDY BY THE CONTINUOUS WAVELET TRANSFORM ...
HEATED WIND PARTICLE’S BEHAVIOURAL STUDY BY THE CONTINUOUS WAVELET TRANSFORM ...
Β 
Design and Implementation of Low Ripple Low Power Digital Phase-Locked Loop
Design and Implementation of Low Ripple Low Power Digital Phase-Locked LoopDesign and Implementation of Low Ripple Low Power Digital Phase-Locked Loop
Design and Implementation of Low Ripple Low Power Digital Phase-Locked Loop
Β 
Decimal Convertor Application for Optical Wireless Communication by Generatin...
Decimal Convertor Application for Optical Wireless Communication by Generatin...Decimal Convertor Application for Optical Wireless Communication by Generatin...
Decimal Convertor Application for Optical Wireless Communication by Generatin...
Β 
Decimal convertor application for optical wireless communication by generatin...
Decimal convertor application for optical wireless communication by generatin...Decimal convertor application for optical wireless communication by generatin...
Decimal convertor application for optical wireless communication by generatin...
Β 
Analysis of s band substrate integrated waveguide power divider, circulator a...
Analysis of s band substrate integrated waveguide power divider, circulator a...Analysis of s band substrate integrated waveguide power divider, circulator a...
Analysis of s band substrate integrated waveguide power divider, circulator a...
Β 
Ber performance of ofdm with discrete wavelet transform for time dispersive c...
Ber performance of ofdm with discrete wavelet transform for time dispersive c...Ber performance of ofdm with discrete wavelet transform for time dispersive c...
Ber performance of ofdm with discrete wavelet transform for time dispersive c...
Β 
R044120124
R044120124R044120124
R044120124
Β 

Recently uploaded

(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
Β 
result management system report for college project
result management system report for college projectresult management system report for college project
result management system report for college projectTonystark477637
Β 
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...roncy bisnoi
Β 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Dr.Costas Sachpazis
Β 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordAsst.prof M.Gokilavani
Β 
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...Call Girls in Nagpur High Profile
Β 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
Β 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escortsranjana rawat
Β 
UNIT-II FMM-Flow Through Circular Conduits
UNIT-II FMM-Flow Through Circular ConduitsUNIT-II FMM-Flow Through Circular Conduits
UNIT-II FMM-Flow Through Circular Conduitsrknatarajan
Β 
University management System project report..pdf
University management System project report..pdfUniversity management System project report..pdf
University management System project report..pdfKamal Acharya
Β 
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...ranjana rawat
Β 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdfankushspencer015
Β 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
Β 
MANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTING
MANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTINGMANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTING
MANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTINGSIVASHANKAR N
Β 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxAsutosh Ranjan
Β 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Christo Ananth
Β 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxupamatechverse
Β 
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptxBSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptxfenichawla
Β 
Glass Ceramics: Processing and Properties
Glass Ceramics: Processing and PropertiesGlass Ceramics: Processing and Properties
Glass Ceramics: Processing and PropertiesPrabhanshu Chaturvedi
Β 

Recently uploaded (20)

(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANJALI) Dange Chowk Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
Β 
result management system report for college project
result management system report for college projectresult management system report for college project
result management system report for college project
Β 
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Β 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Β 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
Β 
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
Β 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
Β 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
Β 
UNIT-II FMM-Flow Through Circular Conduits
UNIT-II FMM-Flow Through Circular ConduitsUNIT-II FMM-Flow Through Circular Conduits
UNIT-II FMM-Flow Through Circular Conduits
Β 
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
Β 
University management System project report..pdf
University management System project report..pdfUniversity management System project report..pdf
University management System project report..pdf
Β 
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
Β 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdf
Β 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Β 
MANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTING
MANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTINGMANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTING
MANUFACTURING PROCESS-II UNIT-1 THEORY OF METAL CUTTING
Β 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
Β 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Β 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptx
Β 
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptxBSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
Β 
Glass Ceramics: Processing and Properties
Glass Ceramics: Processing and PropertiesGlass Ceramics: Processing and Properties
Glass Ceramics: Processing and Properties
Β 

A Systematic Approach to Improve BOC Power Spectrum for GNSS

  • 1. Rahul Gupta et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 5, Issue 6, ( Part -1) June 2015, pp.65-69 www.ijera.com 65 | P a g e A Systematic Approach to Improve BOC Power Spectrum for GNSS Rahul Gupta, Alak Banik, Dipti R Patel, Sohan M Patel, TVS Ram Optical & Digital Communications Group/SATCOM & Navigation Payload Area Space Applications Centre, Indian Space Research Organization, Ahmedabad, India ABSTRACT An analysis of digital Phase-modulated signals is performed based on frequency spectrum which consists of a continuous and a number of discrete components at multiples of clock frequencies. The analysis shows that these components depend on the pulse shape function of multi-level digital signals to be phase modulated. In this paper, the effect of duty cycle, rise and fall times of these multi-level digital signals, on the frequency spectrum is studied. It is observed that the duty cycle variation of 10% results 30 dB increase in undesired component and the 10% increase in rise & fall times increase the power of undesired component by 12 dB. The theoretical observations of the effects are applied on the Binary Offset Carrier (BOC) modulated signals as a case study, to discuss their effects in Global Navigation Satellite Systems (GNSS). Keywords - PSK, BOC, GNSS, Pulse duration, Rise time, Fall time I. INTRODUCTION In current digital technology era, the information is mostly transferred using digital phase-modulated signals [1], considering the ease in demodulator design and simple detection techniques using maximum-likelihood [2]. The digital phase- modulated signals are allowed to have multiple levels [3] instead of just two levels (0 and 1). These multi- level signals are assumed to be represented by independent non-overlapping pulses. These pulses can be characterized by different pulse shapes and with the different occurrence probabilities for correlation with spectrum of pulse shapes. The spectral contents other than desired in band are difficult to remove by filter of complex digital taps [4]. In this paper, we discuss a simplified solution by appropriate analysis of effects of pulse shape followed by demonstrating it on practical circuit with choices of appropriate devices. A number of technical literatures have been surveyed. Although only few papers discuss about the effect of a pulse shape on its power spectrum [3] but the effect of pulse shapes is not correlated with the modulated frequency spectrum. Here Section II explains the theory regarding the digital phase modulation, pulse shape, GNSS and BOC signals [5] and the importance of pulse shape in GNSS spectrum. Section III illustrates the simulation results with varying pulse shape parameters. Section IV describes the implementation of the theoretical observations in the practical circuit with concluding the paper in Section V. II. THEORY The digital phase modulated signal is represented by 𝑠 𝑑 = cos⁑(πœ”π‘ 𝑑 + πœ‘(𝑑)) (1) Ο‰c in equation (1) defines the carrier frequency (πœ”π‘ = 2π𝑓𝑐 ) and πœ‘(𝑑) shows the multi-level digital baseband-encoded signal given by πœ‘ t = π‘Ž π‘˜π‘Ÿ π‘π‘Ÿ t βˆ’ kT1≀r ≀n βˆ’βˆž<π‘˜<∞ (2) π‘π‘Ÿ t is the pulse shape of duration T, i.e. π‘π‘Ÿ t = 0; t < 0, 𝑑 > 𝑇 (3) π‘“π‘œπ‘Ÿ π‘Ÿ = 1,2,3, … … … , 𝑛 All the pulse shapes for n- multi-level signals are assumed to be unique so equation (2) becomes πœ‘ t = π‘Ž π‘˜π‘Ÿ 𝑝 t βˆ’ kT1≀r ≀n βˆ’βˆž<π‘˜<∞ (4) π‘Ž π‘˜π‘Ÿ is discrete variable, which can take any value out of n-levels at any time for duration T. The variables π‘Ž π‘˜π‘Ÿ are mutually exclusive as only one pulse signal can exist at a time. The resultant multilevel digital phase-modulated signal using equation (4) in equation (1) is 𝑠 𝑑 = cos⁑[πœ”π‘ 𝑑 + π‘Ž π‘˜π‘Ÿ 𝑝 t βˆ’ kT1≀r ≀n βˆ’βˆž<π‘˜<∞ (5) Equation (5) represents the fundamental digital phase-modulated signal with uniform pulse shapes with same timing characteristics, for simplifying the spectral analysis. This equation shows that the frequency spectrum of 𝑠 𝑑 depends greatly on the pulse shape function 𝑝 t . This adds up many RESEARCH ARTICLE OPEN ACCESS
  • 2. Rahul Gupta et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 5, Issue 6, ( Part -1) June 2015, pp.65-69 www.ijera.com 66 | P a g e discrete components in frequency spectrum at frequencies shifted from πœ”π‘ by multiple of the timing frequency (1/T) i.e. at 𝑓𝑐 Β± π‘˜ 𝑇 . Various factors of 𝑝 t like (i) pulse duration (t ≀ T); (ii) rise time (tr) and fall time (tf) contribute to the unwanted components in frequency spectrum which are discussed in section III. The Global Navigation Satellite Systems (GNSS) using space-based navigation technology are using state-of-the-art Binary Offset Carrier (BOC) modulation [5], [6] based on the spread spectrum [7]. This is an advanced modulation that better shares the available frequency band among all the required signals by increasing spectral separation. In this way, the BOC modulation conserves the spectrum. This sharing of frequency band with information at different positions shifted from carrier frequency [8] facilitates the interoperability and compatibility of different navigation systems like GPS, Galileo, IRNSS etc. Hence the unwanted components due to pulse shape or otherwise are not allowed to be transmitted from on-board satellite and are necessary to avoid in modulated signal. In this perspective, we carry theoretical analysis by simulations of pulse shape effects on to BOC modulation. It is observed that the duty cycle variation of 10% results 30 dB rises in undesired component and with the rise & fall time increase from 1% to 5% of pulse duration T, the power of undesired components increases by 7 dB. III. SIMULATION The multilevel digital modulated signal in equation (5) is used, with the uniform pulse signals having maximum duration (i.e. T) and zero rise-fall times, to simulate the ideal situation. Assuming equal probability of each level, the Fourier transform of equation (5) relative to positive frequencies is given by π‘†π‘Ÿ πœ” = 𝑇 2 𝑒 𝑗 πœ‘ π‘Ÿ 𝑒 𝑗 πœ” π‘βˆ’πœ” 𝑇 2 sin πœ” π‘βˆ’πœ” 𝑇 2 πœ” π‘βˆ’πœ” 𝑇 2 2 (6) where πœ‘π‘Ÿ is the phase deviation of rth level out of n- pulses, those can be either positive or negative. Therefore, the power spectrum of a multi-level (equidistant and equi-probable) phase modulated signal comes as P πœ” = 𝑇 4 sin πœ” π‘βˆ’πœ” 𝑇 2 πœ” π‘βˆ’πœ” 𝑇 2 2 (7) In view of its importance in GNSS signals, the BOC (5, 2) modulation technique is chosen for the further analysis. This modulation technique of BOC (5, 2) uses a subcarrier of 5.115 MHz for a spreaded signal of data rate 2.046 Mbps [9]. Both are multiplied to generate a BOC (5, 2) modulated baseband multi-level digital signal at data rate of 10.23 Mbps (=1/T) as shown in Fig 1. Fig.1. BOC (5, 2) Modulated Baseband Multi-Level Digital Signal As the equation (6) represents the pulse frequency response, the power spectrum for BOC (5, 2) modulated signal at carrier frequency (πœ”π‘) of 102.3 MHz is shown in Fig 2 based on equation (7). This power spectrum clearly indicates that in case of 50% duty cycle and zero rise-fall time, there appears no discrete or continuous component at frequency πœ”π‘ Β± 1 𝑇 * . Further analysis would consider only the first component (k=1), assuming that other components are out of the signal band and hence filtered out before transmission. The effects of pulse shape parameters on the signal power spectrum are studied in the subsequent subsections. Fig.2. Power Spectrum at πœ”π‘ of 102.3 MHz for BOC (5, 2) Modulated Signal with Pulse Duration T and Zero Rise & Fall Times * Hereafter πœ”π‘ is taken as frequency (Hz), but in standard it has unit of rad/sec. A. DUTY CYCLE Duty cycle of the used clock of 5.115 MHz is another way to represent the pulse width (Ο„ ≀ T) of 𝑝 t , where the pulse period is T. Fig.3. Pulse of Width 𝜏 ≀ T used to Represent Multi- Level Digital Baseband Signal X X 50 bps Data 2.046 Mbps Spreading Code 2.046 Mbps Spreaded Data 5.115 MHz Clock BOC(5,2) Baseband Signal
  • 3. Rahul Gupta et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 5, Issue 6, ( Part -1) June 2015, pp.65-69 www.ijera.com 67 | P a g e Here in BOC (5, 2) modulated signal the multi- level digital baseband signals πœ‘ t are represented by the pulses 𝑝 t of period T (=1/10.23 Β΅sec) as shown in Fig 3. When the clock has a duty cycle other than 50%, a continuous frequency pattern appears at frequencies shifted from πœ”π‘ with multiples of 1 T . Fig. 5 shows the power spectrum of BOC (5, 2) modulated signal with clock of 48% duty cycle, which states clearly that the undesired continuous component has increased by 18 dB, compared to that of Fig. 4 with 50% duty cycle. Here considering zero rise and fall times, the plot for integrated power of undesired continuous component of 2.046 MHz band centered at πœ”π‘ Β± 1 𝑇 with variation in duty cycle around 50% is shown in Fig. 6. Fig.4. Power Spectrum at πœ”π‘ of 102.3 MHz for BOC(5, 2) Modulated Signal with Clock Duty Cycle 50% (𝜏 = T) and Zero Rise & Fall Times Fig.5. Power Spectrum at πœ”π‘ of 102.3 MHz for BOC (5, 2) Modulated Signal with Clock Duty Cycle 48% (𝜏 < 𝑇) and Zero Rise & Fall Times This quantifies that as duration of multi-level digital modulated pulses varies from 50% to 50Β±10%, the continuous spectrum component at frequency (πœ”π‘ Β± 1 𝑇 ) increases by 30 dB. The severity of this continuous spectral band can create noise for other omnipresent GNSS signals. Fig.6. Power of undesired band centered at 𝑓𝑐 Β± 1𝑇, with πœ”π‘ of 102.3 MHz for BOC (5, 2), varying with Clock Duty Cycle (𝜏 ≀ T) at Zero Rise & Fall Times B. RISE & FALL TIMES Finite rise & fall times (tr & tf) in the baseband multi-level digital modulated pulses, shown in Fig. 7, contribute to the discrete frequency components at frequencies (πœ”π‘ Β± π‘˜ 𝑇 ). Fig.7. Pulse of width 𝑇 and finite rise & fall times (𝑠 < 𝑇) used to represent multi-level digital baseband signal The localized power spectrum at 𝑓 𝑖. 𝑒. πœ”π‘ Β± π‘˜ 𝑇 decreases as ( 1 πœ”4) as πœ” tends to infinite [3]. The simulation results of BOC (5, 2) modulated signal spectrum with pulses 𝑝 t of period T (=1/10.23 Β΅sec) and finite tr & tf of 3 nsec, is shown in Fig. 8. Fig.8. Power Spectrum at πœ”π‘ of 102.3 MHz for BOC(5, 2) Modulated Signal with Clock Duty Cycle 50% (𝜏 = T) and 3 nsec Rise & Fall Times 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 -30 -25 -20 -15 -10 -5 0 5 Power in BW of 2.046 MHz centered at (fc Β± 1/T) v/s Duty Cycle Duty Cycle (%) Power(dBm)
  • 4. Rahul Gupta et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 5, Issue 6, ( Part -1) June 2015, pp.65-69 www.ijera.com 68 | P a g e The appearance of discrete component at πœ”π‘ Β± 1 𝑇 in spectrum of Fig.8 is visible, increased by 20 dB compared to that of Fig. 2, but the integrated power in the undesired band around πœ”π‘ Β± 1 𝑇 increases by 6 dB only. Hence a signal spectrum with undesired discrete components is more vulnerable than the undesired continuous (spreaded) component to affect other GNSS signals. Fig.9. Power of undesired discrete component at πœ”π‘ Β± 1 𝑇 , with πœ”π‘ of 102.3 MHz for BOC (5, 2), varying with Rise & Fall Times at 50% Clock Duty Cycle (𝜏 ≀ T) Considering the 50% duty cycle, the plot of variation of the integrated power in the undesired band around πœ”π‘ Β± 1 𝑇 is shown in Fig. 9 which indicates this power increase by 12 dB for tr & tf as 10% of T. Here it increases by around 7 dB when tr & tf are increased from 0 to 4 nsec. C. COMBINED EFFECT The combined effect of pulse width and rise & fall times is also studied here and the result, with duty cycle of 45% and rise-fall time of 3 nsec, is shown in Fig. 10. It indicates the increase in both the undesired continuous and discrete components around πœ”π‘ Β± 1 𝑇 . Fig.10. Power Spectrum at πœ”π‘ of 102.3 MHz for BOC (5, 2) Modulated Signal with Clock Duty Cycle 45% (𝜏 < 𝑇) and 3 nsec Rise & Fall Times The power of undesired component v/s duty cycle with different rise and fall times is shown in Fig 11. It highlights the importance of rise-fall time at duty cycle near to ideal i.e. 50%. But as the duty cycle deviates more from the ideal condition, the deviation in undesired power component due to rise- fall time, becomes continuously negligible. Fig.11. Power of undesired band centered at πœ”π‘ Β± 1𝑇, with πœ”π‘ of 102.3 MHz for BOC (5, 2), v/s Clock Duty Cycle (𝜏 ≀ T) at different Rise & Fall Times IV. IMPLEMENTATION AND RESULTS A BOC (5, 2) modulator hardware as per Fig. 1 has been developed and tested with devices of different timing parameters. In hardware, the signal pulses are latched before carrier signal multiplication which brings the pulse width i.e. duty cycle of multilevel digital signals towards ideal, therefore the effect of duty cycle doesnβ€Ÿt reflect in the implementation results. But the rise and fall time parameters for each used device are defined so the rise and fall time of multilevel digital pulses is the only factor to degrade the spectrum in real hardware. Fig.12. Power Spectrum at πœ”π‘ of 102.3 MHz for BOC (5, 2) Modulated Signal Designed with 74LS TTL Devices (a) The BOC (5, 2) modulator was designed using the available slow speed 74 series TTL ICs of β€žLSβ€Ÿ class. The modulated power spectrum is shown in Fig. 12 and it clearly indicates that due 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 -30 -28 -26 -24 -22 -20 -18 -16 -14 -12 Power in BW of 2.046 MHz centered at (fc Β± 1/T) v/s Rise/Fall time Rise/Fall time (nsec) Power(dBm) 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 -30 -25 -20 -15 -10 -5 0 5 Power in BW of 2.046 MHz centered at (fc Β± 1/T) v/s Duty Cycle Duty Cycle (%) Power(dB) rise-fall time= 0 nsec rise-fall time= 5 nsec rise-fall time= 10 nsec rise-fall time= 15 nsec rise-fall time= 20 nsec
  • 5. Rahul Gupta et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 5, Issue 6, ( Part -1) June 2015, pp.65-69 www.ijera.com 69 | P a g e to high rise and fall times, discrete components occur at frequency πœ”π‘ Β± 1 𝑇 . (b) Later, to remove these discrete frequency components, a device of very low rise and fall time was used in design. Fig.13. Power Spectrum at πœ”π‘ of 102.3 MHz for BOC (5, 2) Modulated Signal Designed using Fast Speed 74F TTL Devices The high speed 74 series TTL ICs of β€žFβ€Ÿ class were used which have the rise and fall times (~6 nsec) one fourth than β€žLSβ€Ÿ class devices (~25 nsec). The improved spectrum is shown in Fig. 13 having tolerable discrete components at frequency πœ”π‘ Β± 1𝑇which has decreased by almost 10 dB compared to earlier configuration. Hence, for a tolerable limit of 10 to 12 dB increase in power of undesired component, the duty cycle and rise-fall times can be deviated upto 1% and 5% respectively from the ideal condition. Above analysis of shape and timing characteristics of the multi-level digital modulated pulses shows that the pulse duration and rise & fall times play a significant role in the modulated spectrum which may be critical in GNSS applications. V. CONCLUSION In this paper, the study of the pulse shape and timing characteristics for a multi-level digital phase- modulated signal has been accomplished. Here the results, both of the simulated and developed modulators clearly describe the importance of the pulse shape in terms of duration and rise & fall times, for a modulator and especially for Global Navigation Satellite Systems (GNSS). So based on the above analysis to study and find out the tolerable limits of undesired power components, itβ€Ÿs very important to take the timing parameters, of devices to be used, in consideration while designing a multi-level digital phase modulator. Acknowledgements We like to express our gratitude to Director, SAC, ISRO for his continuous support and encouragement. We acknowledge the support received from Shri D K Das, DD/SNPA. We are also grateful to the Indian Space Research Organizationβ€Ÿs Navigation project, for providing the funds and other logistics for this research and development. References [1] J. Proakis, Digital Communications, New York: McGraw Hill, 2001. [2] Dariush Divsalar, β€œMultiple-Symbol Differential Detection of MPSK”, IEEE transactions on Communications, Vol.38, No.3, March 1990. [3] Glance B., β€œPower Spectra of Multilevel Digital Phase-Modulated Signals,” The Bell System Technical Journal, 50, No. 9(November 1971), pp. 2857-2878. [4] Rader C. M., β€œDigital Filter design techniques in the Frequency Domain”, Proceedings of the IEEE, Vol.55, No.2, February 1967. [5] Betz John W., β€œBinary Offset Carrier Modulations for Radio navigation,” Journal of the Institute of Navigation, 2001. [6] Betz John W., β€œThe Offset Carrier Modulations for GPS Modernization,” Proceedings of the Institute of Navigation technical meeting, 1999. [7] Betz John W., β€œDesign and Performance of Code Tracking for the GPS M Code signal”, MITRE Technical Paper, September 2000. [8] Godet J., β€œGPS/Galileo RadioFrequency Compatibility Analysis”, Proceedings of the Institute of Navigation ION-GPS-00, Salt Lake City, Utah, 2000. [9] Rahul Gupta, Sohan M. Patel, Dipti R. Patel, TVS Ram, β€œDevelopment of BOC/Interplex Modulator with FPGA & Novel RF Design for Regional Navigation Satellite System”, Proceedings of International Conference on Navigational System & Signal Processing Applications, Guntur, AP, India, December 2013.