SlideShare a Scribd company logo
1 of 5
Download to read offline
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 701
A Review on Identification of RADAR Range for the Target by using C
Band
Monika Dharmendrabhai Dodiya1, Rohidas Pawar2, Professor Kirit Bhuva3
1PG Scholar, Department of Electronics & Communication Engineering, GTU, Dr. S. & S.S. Ghandhy Government
Engineering College, Surat, Gujarat, India
2FPGA design engineer, Bit mapper Integrations Technology Pvt. Ltd., Pune, Maharashtra, India
2Professor, Department of Electronics & Communication Engineering, GTU, Dr. S. & S.S. Ghandhy Government
Engineering College, Surat, Gujarat, India
-------------------------------------------------------------------***-----------------------------------------------------------------
Abstract– C band is a distinctive type of RADAR (RAdio
Detection And Ranging) band technology in which short
wavelength electromagnetic waves are being used. The
electromagnetic waves are transmitted towards the object
called target in order to get the reflection from it and by
using that reflected signal, we can determine the range,
speed of target along with its direction as well as the
angular position of the target. By using C frequency band
i.e. from 4 to 8 GHz and the short wavelength (3.75cm to
7.5 cm) the higher range resolution could be achieved.
This band provides the benefit of decrease in the size of
components like antennas and the processors that
analyses the echo signals. This system combines the
components such as Transmit & Receive radio frequency
components, both the analog and digital (e.g. ADC i.e.
Analog to Digital Converter, MCU i.e. Micro Controller
Unit, DSPs i.e. Digital Signal Processors, etc.). Integrating
DBF (Digital Beam Forming) and MIMO (Multiple Input
Multiple Output) makes this design more advance and
accurate. Power calculation based on cross-section of
target and from that the range of the target can be
measured. It is knotty to calculate RCS (Radar Cross
Section) when it comes to smaller object like UAVs
(Unmanned Aerial Vehicles) because of its size similar to
that of background clutter. Power is the crucial factor in
the design procedure of radar, so the power calculation
become a key parameter. Based on the power, maximum
range of the target that could be detected by the radar can
be quantified. All these parameters has been covered in
this work.
Key Words: C band, Radar Cross Section, UAVs, DBF
(Digital Beam Forming), MIMO (Multiple Input Multiple
Output), Power Calculation, RADAR Range, FMCW Radar.
1. INTRODUCTION
Radar systems are widely used in various fields to
determine range, velocity and angular position of the
target. Accuracy is the main concern for the Radar
system. Different targets have different cross section and
according to that cross section, the reflected power of
the target towards radar is different. It is important to
measure that reflected power according to the transmit
frequency for the estimation of the maximum detectable
range of the target from the radar.
Though the application of MIMO and DBF (Digital Beam
Forming) is widespread and popular in the present state-
of-art technologies, its proper implementation in RADAR
technology is unattended. We can achieve a very high
accuracy with the wide area that could be scanned
simultaneously. Radar Cross section of the smaller target
like Unmanned Aerial Vehicles (UAVs) is the main
concern for security. In FMCW, maximum power is
restricted because of target cross-section and
transmission frequency. Based on the transmission
power, maximum range of the target can be defined.
Only one frequency band could be transmitted at a time
in the case of simple FMCW radar. Scanning with
conventional method i.e. mechanically or electronically
scanning is highly inefficient. Only one beam area is
scanned at a time. Angular coverage area and resolution
is less because of fixed or mechanically moving antenna.
Less accurate with large angle of arrival (AOA).
Designing a high frequency FMCW radar that makes the
use of multiple antennas at the transmitter as well as
receiver side to detect the target at some particular small
area. Implementation of digital beam forming to reduce
the number of antennas. RCS will be calculated for the
different sizes of targets (i.e. Small air crafts and small
Unmanned Aerial Vehicles (UAVs)). Power will be
calculated for different radar cross section and based on
that power level, the maximum distance of the target
could be detected. All these measurements will be
calculated by using frequency in C band i.e. 4 to 8 GHz.
Design will be simulated and tested on MATLAB for
different RADAR parameters.
1.1 Letter – Band Nomenclature of RADAR
From whole frequency spectrum, there are some
particular frequency range that can be used in RADAR
technology. That band starts from 3 MHz to several tens
of GHz, which contains HF, VHF, UHF, SHF and a portion
of EHF frequencies. That Frequency range is divided into
several bands having a letter designation for all of them
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 702
according to IEEE standard. We are going to use C
frequency band for this dissertation work starting from 4
GHz to 8 GHz.
Table 3.1 shows the frequencies available to detect the
target known as the bands. The choice of the band is
according to the application for which the RADAR is
being used.
Table -1: Radar Band Designation
Band
Frequency
(GHz)
Wavelength
(cm)
VHF 0.03 – 0.3 1000 – 100
UHF, P 0.3 – 1 100 – 30
L 1 -2 30 – 15
S 2 – 4 15 – 7.5
C 4 – 8 7.5 – 3.75
X 8 – 12.5 3.75 – 2.4
Ku 12.5 – 18 2.4 – 1.7
Ka 18 – 40 1.7 – 0.75
V 50 – 75 0.60 – 0.40
W 75 - 111 0.40 – 0.27
2. METHODOLOGY & PROCEDURE
The methodology that we had followed to identify the
RADAR Range for the Target by using C Band:
1. Frequency effect on power calculation
2. Various RCS calculation based on the target
3. Based on target RCS, power calculation
4. Target Range detection based on power level
5. MATLAB code design
6. Simulation Results
2.1 FMCW Radar:
RADAR technology is broadly classified into two
categories: Primary and Secondary. In that primary
category RADAR transmit Pulses or continuous waves
(CW). Both of the primary RADARs are further classified
into two types. Pulse radar could be Moving Target
Indicator (MTI) or Pulse Doppler RADAR. Continuous
Wave RADARs are whether modulated i.e. Frequency
Modulated Continuous Wave RADAR (FMCW) or
Unmodulated CW RADAR.
Pulse RADAR transmits the discrete pulse train which
increases the power consumption and that will lead to
higher cost. Also, the design is challenging because of
complexity and high frequency. Unmodulated continuous
wave RADAR can only measure the speed at which target
moves accurately. So that, we chose Frequency
Modulated Continuous Wave RADAR (FMCW) for our
research work to identify the range of the target.
2.2 MIMO & DBF:
In general, MIMO (Multiple Input Multiple Output)
increases the data rate as multiple antennas transmit
and receive simultaneously which decreases the number
of antennas required to establish the channels. In our
design, we used the same Multiple Input Multiple Output
concept to increase the data rate and achieve high
performance by using less number of components.
Beam forming is the technique in which transmitted or
received signals are arranged in such a way that create a
single beam to focus in a particular direction. When it
comes to continuous shifting in scanning applications,
steering the beam mechanically or electrically makes the
process very much difficult and impracticable. So, the
Digital Beam Forming (DBF) is very much convenient.
We will be using the DBF technique along with the MIMO
in order to increase the spectrum efficiency and system
coverage along with low interference.
2.3 RCS:
RADAR Cross Section is not the physical area but the
area of the target that could be seen by the Radar and is
vary with the change in aspect angle of the target. The
RCS value of the same target can be different depending
on various factors. The parameters that decides the RCS
are:
 Target’s structural material
 Actual size of the target
 Incident angle, which is the angle at which the
electromagnetic radio wave hits on the surface
of the target, as well as the reflection angle
(Angle of Arrival)
 Observation angle from the RADAR
 Shape of the target
 Operating frequency band
 Transmitter and receiver polarization
RCS values can be as small as 0.00001 square meter for
insects to 10,000 square meter for ships and big fighter
aircrafts.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 703
Table -2: RCS measurement comparison of hypothetical
missile and section of missile[2]
Frequency (GHz)
RCS of
Hypothetical
Missile
RCS of
Section of
Missile
5.9 09.2 07.3
6.0 11.5 07.9
6.2 11.9 10.2
6.4 13.0 10.5
2.4 UAVs
An unmanned aerial vehicle (UAV) also known as a
drone is an object flying in air at shorter distance
compared to any other aircrafts without any human
pilot, crew, or passengers. UAVs have the attributes like
low cost and very small in size as well as operates at a
low altitude makes it suitable for military, civil and
industrial applications. The main domain of the use of
UAVs are in collection of environmental data, flying base
stations, in disaster relief missions and crime scene, etc.
UAVs are annoying when they flaunt their restricted
routes and fly without permission with the malicious
intention. These days, the number of threatening
incidence of undetectable flying UAVs increases because
of illicitly monitoring private areas, transportation of the
dangerous materials and smuggling.
UAVs detection and tracking by the use of RADAR
remote sensing technique is needed for the security and
regulation purpose and are the burning research
problems. RADAR technology was designed to track and
detect larger flying objects but its capabilities becomes
inferior when it comes to track the target having small
RADAR Cross Section (RCS). As we know that UAVs have
such a small Radar Cross Section area with the very low
altitude that it is very hard to distinguish it from the
background clutters such as birds that decreases signal
to noise ratio (SNR) and that results in the probability of
missed detection. Therefore, the measurement of the
RADAR Cross Section of Unmanned Aerial Vehicles are
important and must be accurately calculated before
identifying the range.
2.5 Power, Range & Range Resolution
The relationship between transmitted and received
Power can be written in the form of equation as:
The RADAR range equation calculates the distance of the
target from Radar. This equation shows the relation of
the distance with the radar cross section, transmit and
receive antenna power and gain of the antenna. The
equation is,
When two or more targets are so close then it is very
difficult to recognize them as two different targets by
Radar. This ability of the radar is called Range
Resolution, the extent to which it separates target from
one another.
3. RESULT & ANALYSIS
3.1 Range Power Relation calculation Based on
Target RCS
Transmit power = 0dBm = 1 mW
Gain = 20dB
Table -3: For RCS = 0.02 m2
Distance(Km) Power(dBm)
0.5 -68.95
1 -74.97
2 -80.99
3 -84.51
5 -88.95
10 -94.97
50 -108.95
100 -114.97
500 -128.95
1000 -134.97
Table -4: For RCS = 0.1 m2
Distance(Km) Power(dBm)
0.5 -61.97
1 -67.99
2 -74.01
3 -77.53
5 -81.97
10 -87.99
50 -101.97
100 -107.99
500 -121.97
1000 -127.99
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 704
Table -5: For RCS = 5 m2
Distance(Km) Power(dBm)
0.5 -44.98
1 -51
2 -57.02
3 -60.54
5 -64.98
10 -71
50 -84.98
100 -91
500 -104.98
1000 -111
We can see from the Table 3, Table 4 and Table 5 that for
smaller RCS value, the power level is small and for the
bigger RCS value, the power level is higher. Also for the
particular RCS, power level decreases with increase in
distance between radar and target.
3.2 Range FFT Simulation Output
Table -5: Simulation Parameters
Parameters Value
Starting Frequency (f0) 5.7 GHz
Stop Frequency (f1) 5.9 GHz
Sweep Time (T) 100 microsecond
Dead Time (Td) 10 microsecond
Sampling Frequency (fs) 0.1 GHz
Receiver Antenna Element
Spacing (d_Rx)
4*lambda
Transmitter Antenna Element
Spacing (d_Tx)
0.5*lambda
Signal Power -10 dBm
Noise Power -38 dBm
Resistance (R) 50
For this simulation, we used the parameters mentioned
in Table -5. Also we used 8 antennas to apply MIMO
concept along with Digital Beam Forming. Chart -1
illustrates the Power versus Range cell graph for range
FFT output on MATLAB.
Chart -1: MATLAB Simulation Result
4. CONCLUSION
Using higher frequency band for accurate detection of
the Radar cross sections.
By making the use of measured RCS of UAVs will be
helpful in designing the systems which are specially
developed for tracking the UAVs and identifying
malicious UAVs in restricted zones.
Multiple Antenna system for both transmission and
reception can increase the data rate.
Using Digital Beam Forming increases the System
Coverage as well as Spectrum Efficiency and Decreases
Interference.
By using FMCW radar, accurate measurement of the
range of the target could be achieved.
5. Future work
Different frequency bands other than “C band” can be
used to detect the target RCS. Higher frequency bands
like X band, V band, millimeter Wave, etc. gives different
power level and leads us to more accurate range
detection. There is a scope for the combination of micro-
Doppler analysis with RCS to accurately identify flying
UAVs. There is a future scope for the detection of the
velocity of the target along with the use Doppler FFT by
using C frequency band or other higher band.
Abbreviations –
RCS: Radar Cross Section
UAV: Unmanned Aerial Vehicle
DBF: Digital Beam Forming
MIMO: Multiple Input Multiple Output
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 705
REFERENCES
[1] Oday Bshara, Yuqiao Liu, and Kapil R. Dandekar,
“Radar Cross Section Measurement Comparison of
UAVs at C-band and V-band”, Electrical and
Computer Engineering Department, Drexel
University, Philadelphia, PA, 19104, USA, IEEE, 2019
[2] Marcelo A. S. Miacci1, Inácio M. Martin1,2, and
Mirabel C. Rezende3, “Radar Cross Section
Measurements of Complex Targets (Missile Parts) in
C-Band in Anechoic Chamber”, IEEE, 2007
[3] Cesar Iovescu (Radar Applications Manager),
Sandeep Rao (Radar Systems Architect),”The
fundamentals of millimeter wave radar sensors”,
Texas Instruments, July 2020
[4] F. Comblet, Lab-STICC UMR CNRS 6285 ENSTA
Bretagne, 2 rue François Verny, Brest, France,
“Radar Cross Section measurements in an anechoic
chamber : Description of an experimental system
and post processing”, IEEE, 2014
[5] Yuxin Wang, Master of Science in Electrical
Engineering, Thesis, “Frequency Modulated
Continuous Wave Radar System at ISM Band for
Short Range Indoor Positioning”, the Faculty of the
School of Engineering and Applied Science
University of Virginia, 2017
[6] Anirudh Katyal, Himanshu Tiwari, B.Tech, Thesis,
“Study and Analysis of Radar Cross Section for
Target used in Defence Technologies”, University of
Petroleum Energy Studies, Dehradun, April 2015
[7] Mohammad Javad Ghoreishian1, Seyed Mehdi
Hosseini Andargoli1 , Fatemeh Parvari1, “Power
allocation in MIMO radars based on LPI optimisation
and detection performance Fulfilment”, 1Electrical
and Computer Engineering Department, Babol
Noshirvani University of Technology, Shariati
Avenue, Babol, Iran, IET, April 2020
[8] Junkun Yan, Member, IEEE, Hongwei Liu, Member,
IEEE, Wenqiang Pu, Shenghua Zhou, Zheng Liu,
Zheng Bao,” Joint Beam Selection and Power
Allocation for Multiple Target Tracking in Netted
Colocated MIMO Radar System”, IEEE, 2016
[9] Werner Wiesbeck1, Leen Sit1, Marwan Younis2,
Tobias Rommel2, Gerhard Krieger2, and Alberto
Moreira2, “Radar 2020: The Future of Radar
Systems”,1)IHE, Karlsruhe Institute of Technology,
Karlsruhe, Germany, Microwaves and Radar
Institute, German Aerospace Center (DLR),
Oberpfaffenhofen, Germany, ResearchGate,
Conference Paper · July 2015
[10] Manbir Kaur, Rajesh Khanna, Atipriya Sharma,
“Radar Cross Section Reduction Techniques using
Metamaterials”, International Journal of Innovative
Technology and Exploring Engineering (IJITEE), July
2019
[11] Syahfrizal Tahcfulloh a, *, Muttaqin Hardiwansyah b,
“ Parameter Estimation and Target Detection of
Phased-MIMO Radar Using Capon Estimator”, a
Department of Electrical Engineering, Universitas
Borneo Tarakan 77123, Tarakan, Indonesia ,b
Department of Electrical Engineering, Universitas
Trunojoyo Madura 69162, Bangkalan, Indonesia,
Jurnal Elektronika dan Telekomunikasi (JET), Vol.
20, No. 2, December 2020
[12] Cesar Iovescu Radar Applications Manager, Sandeep
Rao Radar Systems Architect, Texas Instruments
Application Report “MIMO Radar” SWRA554A–May
2017–Revised July 2018
[13] Cesar Iovescu Radar Applications Manager, Sandeep
Rao Radar Systems Architect, Texas Instruments
“The fundamentals of millimeter wave radar
sensors” 2020
[14] Syahfrizal Tahcfulloh a, *, Muttaqin Hardiwansyah b,
Jurnal Elektronika dan Telekomunikasi (JET) Vol.
20, No. 2, December 2020 “ Parameter Estimation
and Target Detection of Phased-MIMO Radar Using
Capon Estimator” 2020.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072

More Related Content

Similar to A Review on Identification of RADAR Range for the Target by using C Band

INTEGRATION_ASPECTS_OF_TELEMETRY_SYSTEM_FOR_A_SURVEILLANCE_UAV.pdf
INTEGRATION_ASPECTS_OF_TELEMETRY_SYSTEM_FOR_A_SURVEILLANCE_UAV.pdfINTEGRATION_ASPECTS_OF_TELEMETRY_SYSTEM_FOR_A_SURVEILLANCE_UAV.pdf
INTEGRATION_ASPECTS_OF_TELEMETRY_SYSTEM_FOR_A_SURVEILLANCE_UAV.pdfPARNIKA GUPTA
 
Robust automotive radar interference mitigation using multiplicative-adaptive...
Robust automotive radar interference mitigation using multiplicative-adaptive...Robust automotive radar interference mitigation using multiplicative-adaptive...
Robust automotive radar interference mitigation using multiplicative-adaptive...IJECEIAES
 
An overview of adaptive antenna technologies for wireless communication
An overview of adaptive antenna technologies for  wireless communication An overview of adaptive antenna technologies for  wireless communication
An overview of adaptive antenna technologies for wireless communication marwaeng
 
Energy Detection Techniques for Cognitive Radio over Different Fading Channel...
Energy Detection Techniques for Cognitive Radio over Different Fading Channel...Energy Detection Techniques for Cognitive Radio over Different Fading Channel...
Energy Detection Techniques for Cognitive Radio over Different Fading Channel...IRJET Journal
 
Implementation of Adaptive Digital Beamforming using Cordic
Implementation of Adaptive Digital Beamforming using CordicImplementation of Adaptive Digital Beamforming using Cordic
Implementation of Adaptive Digital Beamforming using CordicEditor IJCATR
 
IRJET- Design and Analysis of LPDA Antenna for through the Wall Detection ...
IRJET- 	  Design and Analysis of LPDA Antenna for through the Wall Detection ...IRJET- 	  Design and Analysis of LPDA Antenna for through the Wall Detection ...
IRJET- Design and Analysis of LPDA Antenna for through the Wall Detection ...IRJET Journal
 
Rcs measurement calibration of an anechoic chamber and rcs
Rcs measurement calibration of an anechoic chamber and rcsRcs measurement calibration of an anechoic chamber and rcs
Rcs measurement calibration of an anechoic chamber and rcsIAEME Publication
 
IRJET- Optimizing Different Parameters of Inter-Satellite Optical Wireless Co...
IRJET- Optimizing Different Parameters of Inter-Satellite Optical Wireless Co...IRJET- Optimizing Different Parameters of Inter-Satellite Optical Wireless Co...
IRJET- Optimizing Different Parameters of Inter-Satellite Optical Wireless Co...IRJET Journal
 
IRJET- Microstrip Patch Antenna for C Band Satellite Application
IRJET- Microstrip Patch Antenna for C Band Satellite ApplicationIRJET- Microstrip Patch Antenna for C Band Satellite Application
IRJET- Microstrip Patch Antenna for C Band Satellite ApplicationIRJET Journal
 
Radar target detection simulation
Radar target detection simulationRadar target detection simulation
Radar target detection simulationIJERA Editor
 
Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)IJERD Editor
 
Signal Classification and Identification for Cognitive Radio
Signal Classification and Identification for Cognitive RadioSignal Classification and Identification for Cognitive Radio
Signal Classification and Identification for Cognitive RadioIRJET Journal
 
Clutter reduction technique based on clutter model for automatic target class...
Clutter reduction technique based on clutter model for automatic target class...Clutter reduction technique based on clutter model for automatic target class...
Clutter reduction technique based on clutter model for automatic target class...TELKOMNIKA JOURNAL
 
A Multistatic Microwave Radar Sensor for Short Range Anticollision Warning
A Multistatic Microwave Radar Sensor for Short Range Anticollision WarningA Multistatic Microwave Radar Sensor for Short Range Anticollision Warning
A Multistatic Microwave Radar Sensor for Short Range Anticollision WarningLuigi Giubbolini
 
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
 
Terrestrial Microwave Link Design
Terrestrial Microwave Link DesignTerrestrial Microwave Link Design
Terrestrial Microwave Link Designmohamud mire
 
IRJET - Lidar based Autonomous Robot
IRJET - Lidar based Autonomous RobotIRJET - Lidar based Autonomous Robot
IRJET - Lidar based Autonomous RobotIRJET Journal
 
Enhancement of SNR for Radars
Enhancement of SNR for RadarsEnhancement of SNR for Radars
Enhancement of SNR for Radarstheijes
 

Similar to A Review on Identification of RADAR Range for the Target by using C Band (20)

INTEGRATION_ASPECTS_OF_TELEMETRY_SYSTEM_FOR_A_SURVEILLANCE_UAV.pdf
INTEGRATION_ASPECTS_OF_TELEMETRY_SYSTEM_FOR_A_SURVEILLANCE_UAV.pdfINTEGRATION_ASPECTS_OF_TELEMETRY_SYSTEM_FOR_A_SURVEILLANCE_UAV.pdf
INTEGRATION_ASPECTS_OF_TELEMETRY_SYSTEM_FOR_A_SURVEILLANCE_UAV.pdf
 
Robust automotive radar interference mitigation using multiplicative-adaptive...
Robust automotive radar interference mitigation using multiplicative-adaptive...Robust automotive radar interference mitigation using multiplicative-adaptive...
Robust automotive radar interference mitigation using multiplicative-adaptive...
 
An overview of adaptive antenna technologies for wireless communication
An overview of adaptive antenna technologies for  wireless communication An overview of adaptive antenna technologies for  wireless communication
An overview of adaptive antenna technologies for wireless communication
 
Energy Detection Techniques for Cognitive Radio over Different Fading Channel...
Energy Detection Techniques for Cognitive Radio over Different Fading Channel...Energy Detection Techniques for Cognitive Radio over Different Fading Channel...
Energy Detection Techniques for Cognitive Radio over Different Fading Channel...
 
Implementation of Adaptive Digital Beamforming using Cordic
Implementation of Adaptive Digital Beamforming using CordicImplementation of Adaptive Digital Beamforming using Cordic
Implementation of Adaptive Digital Beamforming using Cordic
 
IRJET- Design and Analysis of LPDA Antenna for through the Wall Detection ...
IRJET- 	  Design and Analysis of LPDA Antenna for through the Wall Detection ...IRJET- 	  Design and Analysis of LPDA Antenna for through the Wall Detection ...
IRJET- Design and Analysis of LPDA Antenna for through the Wall Detection ...
 
Rcs measurement calibration of an anechoic chamber and rcs
Rcs measurement calibration of an anechoic chamber and rcsRcs measurement calibration of an anechoic chamber and rcs
Rcs measurement calibration of an anechoic chamber and rcs
 
IRJET- Optimizing Different Parameters of Inter-Satellite Optical Wireless Co...
IRJET- Optimizing Different Parameters of Inter-Satellite Optical Wireless Co...IRJET- Optimizing Different Parameters of Inter-Satellite Optical Wireless Co...
IRJET- Optimizing Different Parameters of Inter-Satellite Optical Wireless Co...
 
IRJET- Microstrip Patch Antenna for C Band Satellite Application
IRJET- Microstrip Patch Antenna for C Band Satellite ApplicationIRJET- Microstrip Patch Antenna for C Band Satellite Application
IRJET- Microstrip Patch Antenna for C Band Satellite Application
 
Radar target detection simulation
Radar target detection simulationRadar target detection simulation
Radar target detection simulation
 
Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)
 
Signal Classification and Identification for Cognitive Radio
Signal Classification and Identification for Cognitive RadioSignal Classification and Identification for Cognitive Radio
Signal Classification and Identification for Cognitive Radio
 
Clutter reduction technique based on clutter model for automatic target class...
Clutter reduction technique based on clutter model for automatic target class...Clutter reduction technique based on clutter model for automatic target class...
Clutter reduction technique based on clutter model for automatic target class...
 
A Multistatic Microwave Radar Sensor for Short Range Anticollision Warning
A Multistatic Microwave Radar Sensor for Short Range Anticollision WarningA Multistatic Microwave Radar Sensor for Short Range Anticollision Warning
A Multistatic Microwave Radar Sensor for Short Range Anticollision Warning
 
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)
 
Terrestrial Microwave Link Design
Terrestrial Microwave Link DesignTerrestrial Microwave Link Design
Terrestrial Microwave Link Design
 
F41014349
F41014349F41014349
F41014349
 
Nv2422562263
Nv2422562263Nv2422562263
Nv2422562263
 
IRJET - Lidar based Autonomous Robot
IRJET - Lidar based Autonomous RobotIRJET - Lidar based Autonomous Robot
IRJET - Lidar based Autonomous Robot
 
Enhancement of SNR for Radars
Enhancement of SNR for RadarsEnhancement of SNR for Radars
Enhancement of SNR for Radars
 

More from IRJET Journal

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASIRJET Journal
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesIRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web applicationIRJET Journal
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
 

More from IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
 

Recently uploaded

Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort servicejennyeacort
 
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerStudy on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerAnamika Sarkar
 
Risk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfRisk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfROCENODodongVILLACER
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxwendy cai
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.eptoze12
 
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...srsj9000
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxDeepakSakkari2
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile servicerehmti665
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...VICTOR MAESTRE RAMIREZ
 
Introduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxIntroduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxk795866
 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfAsst.prof M.Gokilavani
 
Heart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxHeart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxPoojaBan
 
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEINFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEroselinkalist12
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxJoão Esperancinha
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024Mark Billinghurst
 
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionSachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionDr.Costas Sachpazis
 
An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...Chandu841456
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024hassan khalil
 
VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...
VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...
VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...VICTOR MAESTRE RAMIREZ
 

Recently uploaded (20)

Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
 
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerStudy on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
 
Risk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfRisk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdf
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptx
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.
 
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptx
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile service
 
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Serviceyoung call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...
 
Introduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxIntroduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptx
 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
 
Heart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxHeart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptx
 
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEINFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
 
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionSachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
 
An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024
 
VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...
VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...
VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...
 

A Review on Identification of RADAR Range for the Target by using C Band

  • 1. © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 701 A Review on Identification of RADAR Range for the Target by using C Band Monika Dharmendrabhai Dodiya1, Rohidas Pawar2, Professor Kirit Bhuva3 1PG Scholar, Department of Electronics & Communication Engineering, GTU, Dr. S. & S.S. Ghandhy Government Engineering College, Surat, Gujarat, India 2FPGA design engineer, Bit mapper Integrations Technology Pvt. Ltd., Pune, Maharashtra, India 2Professor, Department of Electronics & Communication Engineering, GTU, Dr. S. & S.S. Ghandhy Government Engineering College, Surat, Gujarat, India -------------------------------------------------------------------***----------------------------------------------------------------- Abstract– C band is a distinctive type of RADAR (RAdio Detection And Ranging) band technology in which short wavelength electromagnetic waves are being used. The electromagnetic waves are transmitted towards the object called target in order to get the reflection from it and by using that reflected signal, we can determine the range, speed of target along with its direction as well as the angular position of the target. By using C frequency band i.e. from 4 to 8 GHz and the short wavelength (3.75cm to 7.5 cm) the higher range resolution could be achieved. This band provides the benefit of decrease in the size of components like antennas and the processors that analyses the echo signals. This system combines the components such as Transmit & Receive radio frequency components, both the analog and digital (e.g. ADC i.e. Analog to Digital Converter, MCU i.e. Micro Controller Unit, DSPs i.e. Digital Signal Processors, etc.). Integrating DBF (Digital Beam Forming) and MIMO (Multiple Input Multiple Output) makes this design more advance and accurate. Power calculation based on cross-section of target and from that the range of the target can be measured. It is knotty to calculate RCS (Radar Cross Section) when it comes to smaller object like UAVs (Unmanned Aerial Vehicles) because of its size similar to that of background clutter. Power is the crucial factor in the design procedure of radar, so the power calculation become a key parameter. Based on the power, maximum range of the target that could be detected by the radar can be quantified. All these parameters has been covered in this work. Key Words: C band, Radar Cross Section, UAVs, DBF (Digital Beam Forming), MIMO (Multiple Input Multiple Output), Power Calculation, RADAR Range, FMCW Radar. 1. INTRODUCTION Radar systems are widely used in various fields to determine range, velocity and angular position of the target. Accuracy is the main concern for the Radar system. Different targets have different cross section and according to that cross section, the reflected power of the target towards radar is different. It is important to measure that reflected power according to the transmit frequency for the estimation of the maximum detectable range of the target from the radar. Though the application of MIMO and DBF (Digital Beam Forming) is widespread and popular in the present state- of-art technologies, its proper implementation in RADAR technology is unattended. We can achieve a very high accuracy with the wide area that could be scanned simultaneously. Radar Cross section of the smaller target like Unmanned Aerial Vehicles (UAVs) is the main concern for security. In FMCW, maximum power is restricted because of target cross-section and transmission frequency. Based on the transmission power, maximum range of the target can be defined. Only one frequency band could be transmitted at a time in the case of simple FMCW radar. Scanning with conventional method i.e. mechanically or electronically scanning is highly inefficient. Only one beam area is scanned at a time. Angular coverage area and resolution is less because of fixed or mechanically moving antenna. Less accurate with large angle of arrival (AOA). Designing a high frequency FMCW radar that makes the use of multiple antennas at the transmitter as well as receiver side to detect the target at some particular small area. Implementation of digital beam forming to reduce the number of antennas. RCS will be calculated for the different sizes of targets (i.e. Small air crafts and small Unmanned Aerial Vehicles (UAVs)). Power will be calculated for different radar cross section and based on that power level, the maximum distance of the target could be detected. All these measurements will be calculated by using frequency in C band i.e. 4 to 8 GHz. Design will be simulated and tested on MATLAB for different RADAR parameters. 1.1 Letter – Band Nomenclature of RADAR From whole frequency spectrum, there are some particular frequency range that can be used in RADAR technology. That band starts from 3 MHz to several tens of GHz, which contains HF, VHF, UHF, SHF and a portion of EHF frequencies. That Frequency range is divided into several bands having a letter designation for all of them International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
  • 2. © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 702 according to IEEE standard. We are going to use C frequency band for this dissertation work starting from 4 GHz to 8 GHz. Table 3.1 shows the frequencies available to detect the target known as the bands. The choice of the band is according to the application for which the RADAR is being used. Table -1: Radar Band Designation Band Frequency (GHz) Wavelength (cm) VHF 0.03 – 0.3 1000 – 100 UHF, P 0.3 – 1 100 – 30 L 1 -2 30 – 15 S 2 – 4 15 – 7.5 C 4 – 8 7.5 – 3.75 X 8 – 12.5 3.75 – 2.4 Ku 12.5 – 18 2.4 – 1.7 Ka 18 – 40 1.7 – 0.75 V 50 – 75 0.60 – 0.40 W 75 - 111 0.40 – 0.27 2. METHODOLOGY & PROCEDURE The methodology that we had followed to identify the RADAR Range for the Target by using C Band: 1. Frequency effect on power calculation 2. Various RCS calculation based on the target 3. Based on target RCS, power calculation 4. Target Range detection based on power level 5. MATLAB code design 6. Simulation Results 2.1 FMCW Radar: RADAR technology is broadly classified into two categories: Primary and Secondary. In that primary category RADAR transmit Pulses or continuous waves (CW). Both of the primary RADARs are further classified into two types. Pulse radar could be Moving Target Indicator (MTI) or Pulse Doppler RADAR. Continuous Wave RADARs are whether modulated i.e. Frequency Modulated Continuous Wave RADAR (FMCW) or Unmodulated CW RADAR. Pulse RADAR transmits the discrete pulse train which increases the power consumption and that will lead to higher cost. Also, the design is challenging because of complexity and high frequency. Unmodulated continuous wave RADAR can only measure the speed at which target moves accurately. So that, we chose Frequency Modulated Continuous Wave RADAR (FMCW) for our research work to identify the range of the target. 2.2 MIMO & DBF: In general, MIMO (Multiple Input Multiple Output) increases the data rate as multiple antennas transmit and receive simultaneously which decreases the number of antennas required to establish the channels. In our design, we used the same Multiple Input Multiple Output concept to increase the data rate and achieve high performance by using less number of components. Beam forming is the technique in which transmitted or received signals are arranged in such a way that create a single beam to focus in a particular direction. When it comes to continuous shifting in scanning applications, steering the beam mechanically or electrically makes the process very much difficult and impracticable. So, the Digital Beam Forming (DBF) is very much convenient. We will be using the DBF technique along with the MIMO in order to increase the spectrum efficiency and system coverage along with low interference. 2.3 RCS: RADAR Cross Section is not the physical area but the area of the target that could be seen by the Radar and is vary with the change in aspect angle of the target. The RCS value of the same target can be different depending on various factors. The parameters that decides the RCS are:  Target’s structural material  Actual size of the target  Incident angle, which is the angle at which the electromagnetic radio wave hits on the surface of the target, as well as the reflection angle (Angle of Arrival)  Observation angle from the RADAR  Shape of the target  Operating frequency band  Transmitter and receiver polarization RCS values can be as small as 0.00001 square meter for insects to 10,000 square meter for ships and big fighter aircrafts. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
  • 3. © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 703 Table -2: RCS measurement comparison of hypothetical missile and section of missile[2] Frequency (GHz) RCS of Hypothetical Missile RCS of Section of Missile 5.9 09.2 07.3 6.0 11.5 07.9 6.2 11.9 10.2 6.4 13.0 10.5 2.4 UAVs An unmanned aerial vehicle (UAV) also known as a drone is an object flying in air at shorter distance compared to any other aircrafts without any human pilot, crew, or passengers. UAVs have the attributes like low cost and very small in size as well as operates at a low altitude makes it suitable for military, civil and industrial applications. The main domain of the use of UAVs are in collection of environmental data, flying base stations, in disaster relief missions and crime scene, etc. UAVs are annoying when they flaunt their restricted routes and fly without permission with the malicious intention. These days, the number of threatening incidence of undetectable flying UAVs increases because of illicitly monitoring private areas, transportation of the dangerous materials and smuggling. UAVs detection and tracking by the use of RADAR remote sensing technique is needed for the security and regulation purpose and are the burning research problems. RADAR technology was designed to track and detect larger flying objects but its capabilities becomes inferior when it comes to track the target having small RADAR Cross Section (RCS). As we know that UAVs have such a small Radar Cross Section area with the very low altitude that it is very hard to distinguish it from the background clutters such as birds that decreases signal to noise ratio (SNR) and that results in the probability of missed detection. Therefore, the measurement of the RADAR Cross Section of Unmanned Aerial Vehicles are important and must be accurately calculated before identifying the range. 2.5 Power, Range & Range Resolution The relationship between transmitted and received Power can be written in the form of equation as: The RADAR range equation calculates the distance of the target from Radar. This equation shows the relation of the distance with the radar cross section, transmit and receive antenna power and gain of the antenna. The equation is, When two or more targets are so close then it is very difficult to recognize them as two different targets by Radar. This ability of the radar is called Range Resolution, the extent to which it separates target from one another. 3. RESULT & ANALYSIS 3.1 Range Power Relation calculation Based on Target RCS Transmit power = 0dBm = 1 mW Gain = 20dB Table -3: For RCS = 0.02 m2 Distance(Km) Power(dBm) 0.5 -68.95 1 -74.97 2 -80.99 3 -84.51 5 -88.95 10 -94.97 50 -108.95 100 -114.97 500 -128.95 1000 -134.97 Table -4: For RCS = 0.1 m2 Distance(Km) Power(dBm) 0.5 -61.97 1 -67.99 2 -74.01 3 -77.53 5 -81.97 10 -87.99 50 -101.97 100 -107.99 500 -121.97 1000 -127.99 International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
  • 4. © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 704 Table -5: For RCS = 5 m2 Distance(Km) Power(dBm) 0.5 -44.98 1 -51 2 -57.02 3 -60.54 5 -64.98 10 -71 50 -84.98 100 -91 500 -104.98 1000 -111 We can see from the Table 3, Table 4 and Table 5 that for smaller RCS value, the power level is small and for the bigger RCS value, the power level is higher. Also for the particular RCS, power level decreases with increase in distance between radar and target. 3.2 Range FFT Simulation Output Table -5: Simulation Parameters Parameters Value Starting Frequency (f0) 5.7 GHz Stop Frequency (f1) 5.9 GHz Sweep Time (T) 100 microsecond Dead Time (Td) 10 microsecond Sampling Frequency (fs) 0.1 GHz Receiver Antenna Element Spacing (d_Rx) 4*lambda Transmitter Antenna Element Spacing (d_Tx) 0.5*lambda Signal Power -10 dBm Noise Power -38 dBm Resistance (R) 50 For this simulation, we used the parameters mentioned in Table -5. Also we used 8 antennas to apply MIMO concept along with Digital Beam Forming. Chart -1 illustrates the Power versus Range cell graph for range FFT output on MATLAB. Chart -1: MATLAB Simulation Result 4. CONCLUSION Using higher frequency band for accurate detection of the Radar cross sections. By making the use of measured RCS of UAVs will be helpful in designing the systems which are specially developed for tracking the UAVs and identifying malicious UAVs in restricted zones. Multiple Antenna system for both transmission and reception can increase the data rate. Using Digital Beam Forming increases the System Coverage as well as Spectrum Efficiency and Decreases Interference. By using FMCW radar, accurate measurement of the range of the target could be achieved. 5. Future work Different frequency bands other than “C band” can be used to detect the target RCS. Higher frequency bands like X band, V band, millimeter Wave, etc. gives different power level and leads us to more accurate range detection. There is a scope for the combination of micro- Doppler analysis with RCS to accurately identify flying UAVs. There is a future scope for the detection of the velocity of the target along with the use Doppler FFT by using C frequency band or other higher band. Abbreviations – RCS: Radar Cross Section UAV: Unmanned Aerial Vehicle DBF: Digital Beam Forming MIMO: Multiple Input Multiple Output International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072
  • 5. © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 705 REFERENCES [1] Oday Bshara, Yuqiao Liu, and Kapil R. Dandekar, “Radar Cross Section Measurement Comparison of UAVs at C-band and V-band”, Electrical and Computer Engineering Department, Drexel University, Philadelphia, PA, 19104, USA, IEEE, 2019 [2] Marcelo A. S. Miacci1, Inácio M. Martin1,2, and Mirabel C. Rezende3, “Radar Cross Section Measurements of Complex Targets (Missile Parts) in C-Band in Anechoic Chamber”, IEEE, 2007 [3] Cesar Iovescu (Radar Applications Manager), Sandeep Rao (Radar Systems Architect),”The fundamentals of millimeter wave radar sensors”, Texas Instruments, July 2020 [4] F. Comblet, Lab-STICC UMR CNRS 6285 ENSTA Bretagne, 2 rue François Verny, Brest, France, “Radar Cross Section measurements in an anechoic chamber : Description of an experimental system and post processing”, IEEE, 2014 [5] Yuxin Wang, Master of Science in Electrical Engineering, Thesis, “Frequency Modulated Continuous Wave Radar System at ISM Band for Short Range Indoor Positioning”, the Faculty of the School of Engineering and Applied Science University of Virginia, 2017 [6] Anirudh Katyal, Himanshu Tiwari, B.Tech, Thesis, “Study and Analysis of Radar Cross Section for Target used in Defence Technologies”, University of Petroleum Energy Studies, Dehradun, April 2015 [7] Mohammad Javad Ghoreishian1, Seyed Mehdi Hosseini Andargoli1 , Fatemeh Parvari1, “Power allocation in MIMO radars based on LPI optimisation and detection performance Fulfilment”, 1Electrical and Computer Engineering Department, Babol Noshirvani University of Technology, Shariati Avenue, Babol, Iran, IET, April 2020 [8] Junkun Yan, Member, IEEE, Hongwei Liu, Member, IEEE, Wenqiang Pu, Shenghua Zhou, Zheng Liu, Zheng Bao,” Joint Beam Selection and Power Allocation for Multiple Target Tracking in Netted Colocated MIMO Radar System”, IEEE, 2016 [9] Werner Wiesbeck1, Leen Sit1, Marwan Younis2, Tobias Rommel2, Gerhard Krieger2, and Alberto Moreira2, “Radar 2020: The Future of Radar Systems”,1)IHE, Karlsruhe Institute of Technology, Karlsruhe, Germany, Microwaves and Radar Institute, German Aerospace Center (DLR), Oberpfaffenhofen, Germany, ResearchGate, Conference Paper · July 2015 [10] Manbir Kaur, Rajesh Khanna, Atipriya Sharma, “Radar Cross Section Reduction Techniques using Metamaterials”, International Journal of Innovative Technology and Exploring Engineering (IJITEE), July 2019 [11] Syahfrizal Tahcfulloh a, *, Muttaqin Hardiwansyah b, “ Parameter Estimation and Target Detection of Phased-MIMO Radar Using Capon Estimator”, a Department of Electrical Engineering, Universitas Borneo Tarakan 77123, Tarakan, Indonesia ,b Department of Electrical Engineering, Universitas Trunojoyo Madura 69162, Bangkalan, Indonesia, Jurnal Elektronika dan Telekomunikasi (JET), Vol. 20, No. 2, December 2020 [12] Cesar Iovescu Radar Applications Manager, Sandeep Rao Radar Systems Architect, Texas Instruments Application Report “MIMO Radar” SWRA554A–May 2017–Revised July 2018 [13] Cesar Iovescu Radar Applications Manager, Sandeep Rao Radar Systems Architect, Texas Instruments “The fundamentals of millimeter wave radar sensors” 2020 [14] Syahfrizal Tahcfulloh a, *, Muttaqin Hardiwansyah b, Jurnal Elektronika dan Telekomunikasi (JET) Vol. 20, No. 2, December 2020 “ Parameter Estimation and Target Detection of Phased-MIMO Radar Using Capon Estimator” 2020. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 05 | May 2022 www.irjet.net p-ISSN: 2395-0072