International Journal of Engineering and Science Invention (IJESI) is an international journal intended for professionals and researchers in all fields of computer science and electronics. IJESI publishes research articles and reviews within the whole field Engineering Science and Technology, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
CDMA Transmitter and Receiver Implementation Using FPGAIOSR Journals
Abstract: Code Division Multiple Access (CDMA) is a spread spectrum technique that uses neither frequency channels nor time slots. With CDMA, the narrow band message (typically digitized voice data) is multiplied by a large bandwidth signal that is a pseudo random noise code (PN code). All users in a CDMA system use the same frequency band and transmit simultaneously. The transmitted signal is recovered by correlating the received signal with the PN code used by the transmitter. The DS - CDMA is expected to be the major medium access technology in the future mobile systems owing to its potential capacity enhancement and the robustness against noise. The CDMA is uniquely featured by its spectrum-spreading randomization process employing a pseudo-noise (PN) sequence, thus is often called the spread spectrum multiple access (SSMA). As different CDMA users take different PN sequences, each CDMA receiver can discriminate and detect its own signal, by regarding the signals transmitted by other users as noise- like interferences. In this project direct sequence principle based CDMA transmitter and receiver is implemented in VHDL for FPGA. Modelsim 6.2(MXE) tool will be used for functional and logic verification at each block. The Xilinx synthesis technology (XST) of Xilinx ISE 9.2i tool will be used for synthesis of transmitter and receiver on FPGA Spartan 3E. Keywords: CDMA, DSSS, BPSK, GOLD code.
Enhancing Downlink Performance in Wireless Networks by Simultaneous Multiple ...ambitlick
This document discusses enhancing the downlink performance of wireless networks through simultaneous multiple packet transmission (MPT). MPT allows an access point to simultaneously transmit two packets to two distinct users, effectively doubling throughput. The paper formalizes scheduling packets for transmission as a maximum matching problem in a graph. It also presents a fast approximation algorithm for finding a matching and analyzes how MPT can increase maximum arrival rates and reduce packet delays.
Qo s provisioning for scalable video streaming over ad hoc networks using cro...Mshari Alabdulkarim
This document discusses providing quality of service (QoS) for scalable video streaming over ad-hoc networks using cross-layer design. It begins by introducing multi-hop wireless networks and ad-hoc networks, noting their advantages and challenges. It then discusses QoS and cross-layer design approaches. The document proposes using cross-layer design to provision QoS for scalable video streaming over ad-hoc networks in order to overcome challenges like variable topology, limited resources and interference.
International Journal of Computational Engineering Research (IJCER) ijceronline
International Journal of Computational Engineering Research(IJCER) is an intentional online Journal in English monthly publishing journal. This Journal publish original research work that contributes significantly to further the scientific knowledge in engineering and Technology
The document proposes a rapid and reliable receiver-based approach for delivering warning messages in vehicular ad-hoc networks. It selects the best receiver node based on both location and energy to ensure timely propagation of warnings without delay. The approach ranks potential receiver nodes based on their distance to an ideal forwarding location and remaining energy. It also uses epidemic routing to further improve performance, where messages are replicated across mobile nodes to increase the probability of reaching destinations. Simulation results showed the proposed method achieved high reliability, enhanced timeliness, and higher delivery ratios with lower overhead compared to existing solutions.
The document discusses multi-user CDMA communication using MATLAB. It introduces multiple access techniques such as FDMA, TDMA, SDMA and CDMA that allow multiple users to utilize the same bandwidth. CDMA uses direct sequence spread spectrum that spreads the message signal over a wider bandwidth using a PN code. The document discusses various spreading codes used in CDMA like maximal length sequences, Gold codes and Walsh codes. It then describes multiple access techniques in detail, including FDMA, TDMA, SDMA and CDMA. The block diagram of a DS-SS system is also presented.
Here we study the channel capacity of the signal from analog and digital communication signals. Also study data rates limit , Noisy-channel coding theorem, Shannon capacity theorem.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
CDMA Transmitter and Receiver Implementation Using FPGAIOSR Journals
Abstract: Code Division Multiple Access (CDMA) is a spread spectrum technique that uses neither frequency channels nor time slots. With CDMA, the narrow band message (typically digitized voice data) is multiplied by a large bandwidth signal that is a pseudo random noise code (PN code). All users in a CDMA system use the same frequency band and transmit simultaneously. The transmitted signal is recovered by correlating the received signal with the PN code used by the transmitter. The DS - CDMA is expected to be the major medium access technology in the future mobile systems owing to its potential capacity enhancement and the robustness against noise. The CDMA is uniquely featured by its spectrum-spreading randomization process employing a pseudo-noise (PN) sequence, thus is often called the spread spectrum multiple access (SSMA). As different CDMA users take different PN sequences, each CDMA receiver can discriminate and detect its own signal, by regarding the signals transmitted by other users as noise- like interferences. In this project direct sequence principle based CDMA transmitter and receiver is implemented in VHDL for FPGA. Modelsim 6.2(MXE) tool will be used for functional and logic verification at each block. The Xilinx synthesis technology (XST) of Xilinx ISE 9.2i tool will be used for synthesis of transmitter and receiver on FPGA Spartan 3E. Keywords: CDMA, DSSS, BPSK, GOLD code.
Enhancing Downlink Performance in Wireless Networks by Simultaneous Multiple ...ambitlick
This document discusses enhancing the downlink performance of wireless networks through simultaneous multiple packet transmission (MPT). MPT allows an access point to simultaneously transmit two packets to two distinct users, effectively doubling throughput. The paper formalizes scheduling packets for transmission as a maximum matching problem in a graph. It also presents a fast approximation algorithm for finding a matching and analyzes how MPT can increase maximum arrival rates and reduce packet delays.
Qo s provisioning for scalable video streaming over ad hoc networks using cro...Mshari Alabdulkarim
This document discusses providing quality of service (QoS) for scalable video streaming over ad-hoc networks using cross-layer design. It begins by introducing multi-hop wireless networks and ad-hoc networks, noting their advantages and challenges. It then discusses QoS and cross-layer design approaches. The document proposes using cross-layer design to provision QoS for scalable video streaming over ad-hoc networks in order to overcome challenges like variable topology, limited resources and interference.
International Journal of Computational Engineering Research (IJCER) ijceronline
International Journal of Computational Engineering Research(IJCER) is an intentional online Journal in English monthly publishing journal. This Journal publish original research work that contributes significantly to further the scientific knowledge in engineering and Technology
The document proposes a rapid and reliable receiver-based approach for delivering warning messages in vehicular ad-hoc networks. It selects the best receiver node based on both location and energy to ensure timely propagation of warnings without delay. The approach ranks potential receiver nodes based on their distance to an ideal forwarding location and remaining energy. It also uses epidemic routing to further improve performance, where messages are replicated across mobile nodes to increase the probability of reaching destinations. Simulation results showed the proposed method achieved high reliability, enhanced timeliness, and higher delivery ratios with lower overhead compared to existing solutions.
The document discusses multi-user CDMA communication using MATLAB. It introduces multiple access techniques such as FDMA, TDMA, SDMA and CDMA that allow multiple users to utilize the same bandwidth. CDMA uses direct sequence spread spectrum that spreads the message signal over a wider bandwidth using a PN code. The document discusses various spreading codes used in CDMA like maximal length sequences, Gold codes and Walsh codes. It then describes multiple access techniques in detail, including FDMA, TDMA, SDMA and CDMA. The block diagram of a DS-SS system is also presented.
Here we study the channel capacity of the signal from analog and digital communication signals. Also study data rates limit , Noisy-channel coding theorem, Shannon capacity theorem.
OFDMA resource allocation in 4G wireless networksguest9bc528
The document proposes a Long-Term Proportional Fair (LTF-PF) Quality of Service (QoS)-aware sub-carrier allocation algorithm for dynamic orthogonal frequency-division multiple access (OFDMA) systems. It aims to jointly exploit frequency and time diversity gains to optimize resource allocation for non-real-time applications. The LTF-PF algorithm computes the resource allocation metric over a duration longer than the channel coherence time, allowing it to take advantage of time diversity and better meet the QoS requirements of different traffic classes. Simulation results show the LTF-PF algorithm enhances system capacity and guarantees user QoS compared to traditional instantaneous proportional fair allocation.
This document discusses heterogeneous wireless network architectures that integrate cellular networks, wireless local area networks (WLANs), and mobile ad hoc networks (MANETs). It describes the key components of such an architecture, including mobile user stations, base stations, access points, and the core IP network. It also outlines 10 possible communication scenarios between two mobile stations and discusses some of the design factors and challenges in building protocols for heterogeneous networks, focusing on layers of the protocol stack from physical to network layers. Open research issues are also identified.
Some of the terms about Computer NetworkingRuchita Tomar
The document provides information about wide area networks (WANs) and various WAN connection technologies:
- WANs connect local area networks (LANs) across long distances using technologies like leased lines, circuit switching, or packet switching. Protocols like TCP/IP are used to deliver links.
- Common WAN connection options include leased lines, circuit switching, packet switching, and cell relay. Each option has advantages and disadvantages related to bandwidth, cost, and protocols supported.
- The document also discusses stop-and-wait, sliding window, and various automatic repeat request (ARQ) protocols used in WAN transmissions to ensure reliable data delivery.
The document discusses routing protocols and approaches for broadcasting, multicasting, and geocasting in mobile ad hoc networks (MANETs). It describes the broadcast storm problem that can occur when simple flooding is used for broadcasting in MANETs. This results in a large number of redundant rebroadcasts. The document then summarizes various protocols proposed to optimize broadcasting in MANETs, including probability-based, area-based, neighbor knowledge-based, and connected dominating set-based approaches. It also discusses multicasting and geocasting issues and protocols for MANETs.
Presentation on MULTIPLE ACCESS TECHNIQUES FOR WIRELESS COMMUNICATION By SUPRIYA BHARATI (ME/EC/10006/16) and KHUSHBOO KUMARI (ME/EC/10010/16) Under the Guidance of Dr. Sanjay Kumar Department of Electronics & Communication Engg. (ECE) Birla Institute of Technology, Mesra ,Ranchi-835215 , Jharkhand , India
This document summarizes a student project on implementing a pipelined digital differential matched filter (PDDMF) using an FPGA. The PDDMF uses a differential PN code scheme and pipelined structure to reduce hardware, power consumption, and improve speed compared to a conventional matched filter. It was designed for a direct sequence spread spectrum receiver. Simulation results showed the PDDMF acquires signals in a power efficient manner with preferable detection performance.
Performance analysis of Multiband - OFDM systems using LDPC coder in pulsed -...IDES Editor
In this paper, a combined approach where low density
parity check (LDPC) codes are used to reduce the complexity
and power consumption of pulsed orthogonal frequencydivision
multiplexing (pulsed-OFDM) ultra-wideband (UWB)
systems is described. The proposed system uses LDPC codes
to achieve higher code rates without using convolution
encoding and puncturing thereby reducing the complexity and
power consumption of pulsed-OFDM system. The LDPCpulsed-
OFDM system achieves channel capacity with different
code rates and has good performance in different channel
fading scenarios. The pulsed OFDM system is used where
pulsed signals could spread the frequency spectrum of the
OFDM signal. The performance of LDPC-pulsed-OFDM
system for wireless personal area networks (WPAN) is
analyzed for different UWB indoor propagation channels (CM3
and CM4) provided by the IEEE 802.15.3a Standard activity
committee. To establish this, a design of LDPC-pulsed-OFDM
system using the digital video broadcasting-satellite-second
generation (DVB-S2) standard and provide the simulation
results for the different code rates supported by LDPC codes
is presented.
The document discusses different types of multiplexing techniques used to share transmission mediums. It describes frequency division multiplexing which assigns different non-overlapping frequency ranges to signals transmitted simultaneously. It also describes synchronous and statistical time division multiplexing which divide transmission time among users in a continuous or variable manner. Finally, it briefly mentions wavelength division multiplexing which assigns different wavelengths to signals on fiber optics and code division multiplexing used in mobile communications.
Generation of Orthogonal Minimum Correlation Spreading Code for CDMA Systemidescitation
Code Division Multiple Access (CDMA) is one of the
most promising tools for multiple access in future generation
wireless communication systems. In CDMA system, within
the specific bandwidth a large number of users could be served
by assigning specific code to each user. In this paper, an attempt
has been made to generate a novel orthogonal spreading code
to support a large number of users for CDMA system by
maintaining minimum correlation values between them. The
proposed “Orthogonal Minimum Correlation Spreading
Code” (OMCSC) would be able to provide a large number of
spreading codes by simultaneously reducing the effect of
M ultiple Access Interference (MAI) in CDM A system.
Moreover, the Bit Error Rate (BER) performance of the
proposed code has been compared with different existing codes
in order to establish the supremacy of the proposed code over
the others under multi-user scenario.
GSM-Mobility Management-Call Control
GRPS-Network elements
Radio Resource Management
Mobility Management and Session Management
Small Screen Web Browsing
UTRAN-Core and Radio Network Mobility Management
UMTS Security
This document proposes an iterative subcarrier allocation algorithm for OFDMA systems that aims to improve system performance and quality of service. The algorithm begins with an initial assignment based on highest modulation rates and then iteratively distributes bits to other subcarriers and exchanges subcarriers between users to reduce total transmit power. Simulation results show the iterative algorithm achieves higher average bit SNR than existing algorithms and improves its performance over time.
This document describes a digital down converter (DDC) implemented on a Xilinx FPGA Virtex-5 device. The DDC allows a received intermediate frequency (IF) signal to be down converted to baseband. It uses a direct digital synthesizer to generate sine and cosine signals to mix with the input samples in a mixer, producing in-phase and quadrature signals. These pass through a low-pass filter to reject images and yield a complex baseband representation of the original signal. Implementing the filter as a multi-stage FIR filter approach optimizes the DDC with respect to hardware complexity, speed and power dissipation compared to a single-stage FIR filter. The DDC is controlled by commands received over
MULTIPLE ACCESS IN WIRELESS COMMUNICATIONjuhi kumari
Multiple access techniques allow multiple terminals to share access to a transmission medium. The document discusses several techniques: frequency division multiple access (FDMA) allocates different frequencies to different users; time division multiple access (TDMA) divides the time frame into slots and allocates different time slots to different users; code division multiple access (CDMA) allocates different codes to different users; space division multiple access (SDMA) uses directional antennas to spatially separate users. The document also discusses ALOHA, slotted ALOHA, carrier sense multiple access (CSMA), and multiple access collision avoidance (MACA) protocols for wireless networks.
The document discusses different techniques for multiplexing, which is the sharing of a transmission medium by multiple signals. It describes frequency division multiplexing (FDM), time division multiplexing (TDM) including synchronous and statistical TDM, wavelength division multiplexing (WDM), and code division multiplexing (CDM). TDM techniques like T-1 and ISDN use synchronous multiplexing to transmit multiple digital signals over a single circuit simultaneously.
COMPARISON OF BIT ERROR RATE PERFORMANCE OF VARIOUS DIGITAL MODULATION SCHEME...ijasa
This document compares the bit error rate (BER) performance of different digital modulation schemes (BPSK, QPSK, 16-QAM) over AWGN and Rayleigh fading channels using Simulink simulations. It finds that BPSK outperforms QPSK and 16-QAM in both channels. The BER is evaluated for these modulation schemes using two equalization techniques: constant modulus algorithm (CMA) and maximum likelihood sequence estimation (MLSE). According to the results, BPSK has better BER performance than QPSK and 16-QAM when using either equalizer, especially at lower SNR values. CMA equalization works better than MLSE equalization for all modulation schemes based on the BER values obtained.
Improving thrpoughput and energy efficiency by pctar protocol in wirelessIaetsd Iaetsd
The document discusses a proposed Prioritized Congestion and Traffic Aware Routing (PCTAR) protocol for wireless sensor networks. PCTAR aims to improve throughput and energy efficiency. It does so by dynamically discovering routing zones using hybrid potential fields that consider both depth (distance to sink) and queue length, as well as data priority. Simulation results showed PCTAR improved overall throughput by 70% compared to the TADR protocol. PCTAR is suitable for applications in healthcare monitoring and military domains by prioritizing data delivery and reducing congestion.
Improving quality of service using ofdm technique for 4 th generation networkeSAT Publishing House
This document summarizes a research paper that compares the performance of 32QAM and 64QAM digital modulation techniques when used with OFDM for 4G networks. It finds that 32QAM has better performance with lower bit and packet loss over 64QAM. Specifically, when transmitting 1920 bits over an AWGN channel, 32QAM had 65 bit losses and 0 packet losses, while 64QAM had 80 bit losses and 0.04167 packet losses. Therefore, the document concludes 32QAM can be more efficiently used than 64QAM for digital transmission in 4G networks when combined with OFDM modulation.
Design of 4x4 optical MIMO using spatial ModulationSachin Talakeri
Utilizing illuminating LED arrays for visible light communication (VLC) in an indoor environment, an optical multiple-input multiple-output (MIMO) system has intrigued great interest. In order to increase the potential VLC data rates, multiple-input multiple-output (MIMO) systems have been proposed. MIMO schemes show the spectral efficiency improvement using spatial modulation
This document discusses the performance analysis of a DS-CDMA rake receiver system in the presence of nonlinear distortion. It begins by introducing CDMA technology and explaining how rake receivers are used in CDMA systems to combine signals from multiple propagation paths to maximize signal-to-noise ratio. It then analyzes the effects of nonlinear distortion from high power amplifiers on the bit error rate performance of DS-CDMA signals. Specifically, it develops analytical expressions to characterize the relationship between input back-off level and signal characteristics that impact bit error rate degradation. Finally, it derives an expression for the bit error rate in the presence of the considered nonlinear predistortion-high power amplifier chain.
This document discusses bandwidth utilization and multiplexing techniques. It begins by explaining that bandwidth is a precious commodity in communication and that bandwidth utilization aims to make wise use of available bandwidth. It then discusses various multiplexing techniques including frequency-division multiplexing (FDM), time-division multiplexing (TDM), and wavelength-division multiplexing (WDM). For each technique, it provides examples and applications. It also covers digital carrier systems like T1, T2, T3 and discusses the North American digital multiplexing hierarchy.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
OFDMA resource allocation in 4G wireless networksguest9bc528
The document proposes a Long-Term Proportional Fair (LTF-PF) Quality of Service (QoS)-aware sub-carrier allocation algorithm for dynamic orthogonal frequency-division multiple access (OFDMA) systems. It aims to jointly exploit frequency and time diversity gains to optimize resource allocation for non-real-time applications. The LTF-PF algorithm computes the resource allocation metric over a duration longer than the channel coherence time, allowing it to take advantage of time diversity and better meet the QoS requirements of different traffic classes. Simulation results show the LTF-PF algorithm enhances system capacity and guarantees user QoS compared to traditional instantaneous proportional fair allocation.
This document discusses heterogeneous wireless network architectures that integrate cellular networks, wireless local area networks (WLANs), and mobile ad hoc networks (MANETs). It describes the key components of such an architecture, including mobile user stations, base stations, access points, and the core IP network. It also outlines 10 possible communication scenarios between two mobile stations and discusses some of the design factors and challenges in building protocols for heterogeneous networks, focusing on layers of the protocol stack from physical to network layers. Open research issues are also identified.
Some of the terms about Computer NetworkingRuchita Tomar
The document provides information about wide area networks (WANs) and various WAN connection technologies:
- WANs connect local area networks (LANs) across long distances using technologies like leased lines, circuit switching, or packet switching. Protocols like TCP/IP are used to deliver links.
- Common WAN connection options include leased lines, circuit switching, packet switching, and cell relay. Each option has advantages and disadvantages related to bandwidth, cost, and protocols supported.
- The document also discusses stop-and-wait, sliding window, and various automatic repeat request (ARQ) protocols used in WAN transmissions to ensure reliable data delivery.
The document discusses routing protocols and approaches for broadcasting, multicasting, and geocasting in mobile ad hoc networks (MANETs). It describes the broadcast storm problem that can occur when simple flooding is used for broadcasting in MANETs. This results in a large number of redundant rebroadcasts. The document then summarizes various protocols proposed to optimize broadcasting in MANETs, including probability-based, area-based, neighbor knowledge-based, and connected dominating set-based approaches. It also discusses multicasting and geocasting issues and protocols for MANETs.
Presentation on MULTIPLE ACCESS TECHNIQUES FOR WIRELESS COMMUNICATION By SUPRIYA BHARATI (ME/EC/10006/16) and KHUSHBOO KUMARI (ME/EC/10010/16) Under the Guidance of Dr. Sanjay Kumar Department of Electronics & Communication Engg. (ECE) Birla Institute of Technology, Mesra ,Ranchi-835215 , Jharkhand , India
This document summarizes a student project on implementing a pipelined digital differential matched filter (PDDMF) using an FPGA. The PDDMF uses a differential PN code scheme and pipelined structure to reduce hardware, power consumption, and improve speed compared to a conventional matched filter. It was designed for a direct sequence spread spectrum receiver. Simulation results showed the PDDMF acquires signals in a power efficient manner with preferable detection performance.
Performance analysis of Multiband - OFDM systems using LDPC coder in pulsed -...IDES Editor
In this paper, a combined approach where low density
parity check (LDPC) codes are used to reduce the complexity
and power consumption of pulsed orthogonal frequencydivision
multiplexing (pulsed-OFDM) ultra-wideband (UWB)
systems is described. The proposed system uses LDPC codes
to achieve higher code rates without using convolution
encoding and puncturing thereby reducing the complexity and
power consumption of pulsed-OFDM system. The LDPCpulsed-
OFDM system achieves channel capacity with different
code rates and has good performance in different channel
fading scenarios. The pulsed OFDM system is used where
pulsed signals could spread the frequency spectrum of the
OFDM signal. The performance of LDPC-pulsed-OFDM
system for wireless personal area networks (WPAN) is
analyzed for different UWB indoor propagation channels (CM3
and CM4) provided by the IEEE 802.15.3a Standard activity
committee. To establish this, a design of LDPC-pulsed-OFDM
system using the digital video broadcasting-satellite-second
generation (DVB-S2) standard and provide the simulation
results for the different code rates supported by LDPC codes
is presented.
The document discusses different types of multiplexing techniques used to share transmission mediums. It describes frequency division multiplexing which assigns different non-overlapping frequency ranges to signals transmitted simultaneously. It also describes synchronous and statistical time division multiplexing which divide transmission time among users in a continuous or variable manner. Finally, it briefly mentions wavelength division multiplexing which assigns different wavelengths to signals on fiber optics and code division multiplexing used in mobile communications.
Generation of Orthogonal Minimum Correlation Spreading Code for CDMA Systemidescitation
Code Division Multiple Access (CDMA) is one of the
most promising tools for multiple access in future generation
wireless communication systems. In CDMA system, within
the specific bandwidth a large number of users could be served
by assigning specific code to each user. In this paper, an attempt
has been made to generate a novel orthogonal spreading code
to support a large number of users for CDMA system by
maintaining minimum correlation values between them. The
proposed “Orthogonal Minimum Correlation Spreading
Code” (OMCSC) would be able to provide a large number of
spreading codes by simultaneously reducing the effect of
M ultiple Access Interference (MAI) in CDM A system.
Moreover, the Bit Error Rate (BER) performance of the
proposed code has been compared with different existing codes
in order to establish the supremacy of the proposed code over
the others under multi-user scenario.
GSM-Mobility Management-Call Control
GRPS-Network elements
Radio Resource Management
Mobility Management and Session Management
Small Screen Web Browsing
UTRAN-Core and Radio Network Mobility Management
UMTS Security
This document proposes an iterative subcarrier allocation algorithm for OFDMA systems that aims to improve system performance and quality of service. The algorithm begins with an initial assignment based on highest modulation rates and then iteratively distributes bits to other subcarriers and exchanges subcarriers between users to reduce total transmit power. Simulation results show the iterative algorithm achieves higher average bit SNR than existing algorithms and improves its performance over time.
This document describes a digital down converter (DDC) implemented on a Xilinx FPGA Virtex-5 device. The DDC allows a received intermediate frequency (IF) signal to be down converted to baseband. It uses a direct digital synthesizer to generate sine and cosine signals to mix with the input samples in a mixer, producing in-phase and quadrature signals. These pass through a low-pass filter to reject images and yield a complex baseband representation of the original signal. Implementing the filter as a multi-stage FIR filter approach optimizes the DDC with respect to hardware complexity, speed and power dissipation compared to a single-stage FIR filter. The DDC is controlled by commands received over
MULTIPLE ACCESS IN WIRELESS COMMUNICATIONjuhi kumari
Multiple access techniques allow multiple terminals to share access to a transmission medium. The document discusses several techniques: frequency division multiple access (FDMA) allocates different frequencies to different users; time division multiple access (TDMA) divides the time frame into slots and allocates different time slots to different users; code division multiple access (CDMA) allocates different codes to different users; space division multiple access (SDMA) uses directional antennas to spatially separate users. The document also discusses ALOHA, slotted ALOHA, carrier sense multiple access (CSMA), and multiple access collision avoidance (MACA) protocols for wireless networks.
The document discusses different techniques for multiplexing, which is the sharing of a transmission medium by multiple signals. It describes frequency division multiplexing (FDM), time division multiplexing (TDM) including synchronous and statistical TDM, wavelength division multiplexing (WDM), and code division multiplexing (CDM). TDM techniques like T-1 and ISDN use synchronous multiplexing to transmit multiple digital signals over a single circuit simultaneously.
COMPARISON OF BIT ERROR RATE PERFORMANCE OF VARIOUS DIGITAL MODULATION SCHEME...ijasa
This document compares the bit error rate (BER) performance of different digital modulation schemes (BPSK, QPSK, 16-QAM) over AWGN and Rayleigh fading channels using Simulink simulations. It finds that BPSK outperforms QPSK and 16-QAM in both channels. The BER is evaluated for these modulation schemes using two equalization techniques: constant modulus algorithm (CMA) and maximum likelihood sequence estimation (MLSE). According to the results, BPSK has better BER performance than QPSK and 16-QAM when using either equalizer, especially at lower SNR values. CMA equalization works better than MLSE equalization for all modulation schemes based on the BER values obtained.
Improving thrpoughput and energy efficiency by pctar protocol in wirelessIaetsd Iaetsd
The document discusses a proposed Prioritized Congestion and Traffic Aware Routing (PCTAR) protocol for wireless sensor networks. PCTAR aims to improve throughput and energy efficiency. It does so by dynamically discovering routing zones using hybrid potential fields that consider both depth (distance to sink) and queue length, as well as data priority. Simulation results showed PCTAR improved overall throughput by 70% compared to the TADR protocol. PCTAR is suitable for applications in healthcare monitoring and military domains by prioritizing data delivery and reducing congestion.
Improving quality of service using ofdm technique for 4 th generation networkeSAT Publishing House
This document summarizes a research paper that compares the performance of 32QAM and 64QAM digital modulation techniques when used with OFDM for 4G networks. It finds that 32QAM has better performance with lower bit and packet loss over 64QAM. Specifically, when transmitting 1920 bits over an AWGN channel, 32QAM had 65 bit losses and 0 packet losses, while 64QAM had 80 bit losses and 0.04167 packet losses. Therefore, the document concludes 32QAM can be more efficiently used than 64QAM for digital transmission in 4G networks when combined with OFDM modulation.
Design of 4x4 optical MIMO using spatial ModulationSachin Talakeri
Utilizing illuminating LED arrays for visible light communication (VLC) in an indoor environment, an optical multiple-input multiple-output (MIMO) system has intrigued great interest. In order to increase the potential VLC data rates, multiple-input multiple-output (MIMO) systems have been proposed. MIMO schemes show the spectral efficiency improvement using spatial modulation
This document discusses the performance analysis of a DS-CDMA rake receiver system in the presence of nonlinear distortion. It begins by introducing CDMA technology and explaining how rake receivers are used in CDMA systems to combine signals from multiple propagation paths to maximize signal-to-noise ratio. It then analyzes the effects of nonlinear distortion from high power amplifiers on the bit error rate performance of DS-CDMA signals. Specifically, it develops analytical expressions to characterize the relationship between input back-off level and signal characteristics that impact bit error rate degradation. Finally, it derives an expression for the bit error rate in the presence of the considered nonlinear predistortion-high power amplifier chain.
This document discusses bandwidth utilization and multiplexing techniques. It begins by explaining that bandwidth is a precious commodity in communication and that bandwidth utilization aims to make wise use of available bandwidth. It then discusses various multiplexing techniques including frequency-division multiplexing (FDM), time-division multiplexing (TDM), and wavelength-division multiplexing (WDM). For each technique, it provides examples and applications. It also covers digital carrier systems like T1, T2, T3 and discusses the North American digital multiplexing hierarchy.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
A Case Study on Ip Based Cdma Ran by Controlling RouterIJERA Editor
As communication plays an important role in day to day life, the effective and efficient data transmission is to be maintained. This paper mainly deals with implements a congestion control mechanism using Router control method for IP-RAN on CDMA cellular network. The Router control mechanism uses the features of CDMA networks using active Queue Management technique to reduce delay and to minimize the correlated losses. When utilizing these new personal tools and services to enrich our lives, while being mobile, we are using Mobile Multimedia applications. As new handsets, new technologies and new business models are introduced on the marketplace, new attractive multimedia services can and will be launched, fulfilling the demands. Because the number of multimedia services and even more so, the context in which the services are used is numerous, the following model is introduced in order to simplify and clarify how different services will evolve, enrich our lives and fulfill our desires.The proposed paper work is to be realized using Matlab platform.
Error Control and performance Analysis of MIMO-OFDM Over Fading ChannelsIOSR Journals
ABSTRACT: Multiple Input Multiple Output is a wireless technology that uses multiple transmitters and
receivers to transfer more data at the same time. Orthogonal Frequency Division Multiplexing, an FDM
modulation technique which splits the signal into multiple smaller sub-signals that are then transmitted
simultaneously at different frequencies to the receiver. OFDM technique spreads the data over number of
carriers which are at specific predefined frequencies. This reduces or eliminates the ISI. Forward error
correction or channel coding is a technique used for controlling errors in data transmission over unreliable or
noisy communication channels. The objective of our proposed paper is to implement the FEC into the MIMO
OFDM systems and its performance is analysed by using MATLAB over different fading channels. For
modulation it employs M-QAM which combines both ASK and PSK thereby enabling several bits to be
transmitted per symbol. The performance of MIMO-OFDM system is evaluated by BER Vs SNR when the bits
propagates through the different fading channels.
Keywords– OFDM, MIMO, QAM, FEC, BER.
Multi User Detection in CDMA System Using Linear and Non Linear DetectorWaqas Tariq
DS-Code division multiple access is considered as the third generation of cellular mobile used in interim standard 95(IS-95) [1]and it is currently being standardized for universal mobile telecommunication systems (UMTS). CDMA offers attractive features, such as frequency reuse, soft handoff, increased capacity, and multipath combating. In a CDMA system, several users simultaneously transmit information over a common channel using pre-assigned codes. The conventional single user detector consists of a bank of filters matched to the spreading codes. This detector suffers from two problems. First, multiple access interference (MAI) produced by the other co-channel users is a significant limitation to the capacity of this detector. The second problem is the near-far effect which occurs when the relative received power of interfering signals becomes larger. A potential solution is multi-user detection which exploits the information of signals of interfering users. In the present study performance of various linear detectors like matched filter detector, MMSE detector, and adaptive LMS detector are studied. These are the linear detectors that operate linearly on the received signal statistics and are suboptimal detectors. The matched filter bank is the conventional detector and offers the simplest way of demodulating CDMA signals .The detector resulting from the MMSE (minimum mean square error) criterion shows better performance over the conventional one for low SNR value. Adaptive LMS is employed to enhance the BER performance in MUD application.Several factors motivated the research to apply neural network as multi-user detector. NN are nonlinear classifier in addition to being adaptive and computationally efficient. The performance of two layer perceptron neural network using BP learning rule is used for multi-user detection of CDMA signals in AWGN channels. The neural network detectors show improvement of BER in the comparative analysis done in the present work. and offers further research scope for solving multi-user detection problems in CDMA application.
An investigation-on-efficient-spreading-codes-for-transmitter-based-technique...Cemal Ardil
This document summarizes research on efficient spreading codes for transmitter-based techniques to mitigate interference in time division duplex code division multiple access (TDD/CDMA) downlink systems. It investigates bitwise and blockwise multiuser transmission schemes that transfer complexity to the transmitter. Different spreading codes are evaluated based on correlation properties to determine suitability for techniques like precoding, pre-rake, and rake diversity. Performance is measured by bit error rate with varying numbers of users to identify the most efficient codes for interference mitigation.
The RAKE receiver is used in CDMA systems to implement diversity combining of multipath signals. It utilizes multiple correlators to separately detect the strongest multipath components which have arrived via different paths due to reflection, scattering, etc. The correlator outputs are weighted and combined to improve the overall signal quality compared to using a single multipath component. In IS-95 CDMA systems, the mobile receiver employs a searcher receiver and three digital data receivers as fingers of a RAKE receiver to track and process multipath components from individual or multiple base stations, implementing space/macro diversity on the downlink. On the uplink, the base station receiver uses antennas and digital receivers to track multiple multipath components from mobiles and combine them
This document describes a simulator designed to analyze bit error rates using orthogonal frequency division multiplexing (OFDM) under different modulation schemes and channel conditions. The simulator was implemented in MATLAB and allows users to choose modulation types, channel types (AWGN, Rayleigh, Rician), and other parameters. It then generates plots of bit error rate versus signal-to-noise ratio for performance analysis. Screenshots of the user interface are provided along with sample output plots and discussion of the simulator design and capabilities.
The document discusses channel estimation techniques for wireless communication systems. It describes that channel estimation is important for mobile wireless networks as the channel changes over time due to movement. It summarizes that channel estimation algorithms allow the receiver to approximate the time-varying channel impulse response. The document then compares two popular channel estimation algorithms - LMS and RLS. LMS uses estimates of the gradient vector to iteratively minimize the mean square error, while RLS recursively finds filter coefficients to minimize a weighted linear least squares cost function.
MULTI USER DETECTOR IN CDMA USING ELLIPTIC CURVE CRYPTOGRAPHYVLSICS Design
Code division multiple access (CDMA) is used in various radio communication techniques due to its advantages. In CDMA one of the most important processes is multi user detection (MUD). There are numerous methods for MUD in CDMA, but in most of the methods, they identify the exact user but the interference signal is high. One of the methods used for MUD in CDM A is elliptic curve cryptography (ECC). Normally, the multi user detector in CDMA using elliptic curve cryptography is performed by using one prime field. In ECC method the exact user is identified and also interference signal reduces comparing with other techniques. To reduce the interference signal to very low, here propose a new technique for MUD in CDMA using ECC. The proposed technique uses multiple prime numbers for key generation. By generating key using different prime numbers using ECC, the bit error rate was very low. The results shows the performance of the proposed for reduce in bit error rate for MUD in CDMA.
Performance Comparison of Multi-Carrier CDMA Using QPSK and BPSK ModulationIOSR Journals
Abstract: MC-CDMA (Multi Carrier Code Division Multiple Access) plays an important role in modern wireless communications. Modern communication required an efficient spectrum usage and capacity and throughput.MC-CDMA provided the solution of these problems. MIMO refers to links with multiple antennas at the transmitter and receiver side. CDMA systems combined with multiple antennas is a promising technique, beyond 3G and 4G wireless communications. MIMO provides spatial diversity, which mitigates the fading. The usage of multiple antennas can significantly improve the performance of wireless communication system. This work also derives simulation through MATLAB of average bit error rate verses bit energy to noise ratio of multicarrier code division multiple access over Rayleigh channel using QPSK and BPSK modulation additive white Gaussian noise. Keywords: AWGN,BER,MC-CDMA, QPSK Modulation, Rayleigh Channel.
Effect of Interleaved FEC Code on Wavelet Based MC-CDMA System with Alamouti ...IJCSEIT Journal
In this paper, the impact of Forward Error Correction (FEC) code namely Trellis code with interleaver on
the performance of wavelet based MC-CDMA wireless communication system with the implementation of
Alamouti antenna diversity scheme has been investigated in terms of Bit Error Rate (BER) as a function of
Signal-to-Noise Ratio (SNR) per bit. Simulation of the system under proposed study has been done in M-ary
modulation schemes (MPSK, MQAM and DPSK) over AWGN and Rayleigh fading channel incorporating
Walsh Hadamard code as orthogonal spreading code to discriminate the message signal for individual
user. It is observed via computer simulation that the performance of the interleaved coded based proposed
system outperforms than that of the uncoded system in all modulation schemes over Rayleigh fading
channel.
Improving quality of service using ofdm technique for 4 th generation networkeSAT Journals
This document summarizes a research paper that compares the performance of 32QAM and 64QAM digital modulation techniques when used with OFDM for 4G networks. It finds that 32QAM has better performance with lower bit and packet loss over 64QAM. Specifically, when transmitting 1920 bits over an AWGN channel, 32QAM had 65 bit losses and 0 packet losses, while 64QAM had 80 bit losses and 0.04167 packet losses. Therefore, the document concludes 32QAM can be more efficiently used than 64QAM for digital transmission in 4G networks when combined with OFDM modulation.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
Coverage of WCDMA Network Using Different Modulation Techniques with Soft and...ijcnac
The wideband code division multiple access (WCDMA) based 3G cellular mobile
wireless networks are expected to provide a diverse range of multimedia services to
mobile users with guaranteed quality of service (QoS). To serve diverse quality of service
requirements of these networks it necessitates new radio resource management strategies
for effective utilization of network resources with coding schemes. In this paper coverage
area for voice traffic and with different modulation techniques, coding schemes and
decision decoder are discussed. These discussions are to improve the coverage area in
the mobile communication system. This paper is mainly focuses on coverage area of
WCDMA system using link budget calculation with different modulation, coding schemes
and decision decoder. Simulation results demonstrate coverage extension for voice
service with different modulation,coding scheme, soft and hard decision decoder using
appropriate Bit error rate (BER) to maintain QoS of the voice.
PERFORMANCE EVALUATION OF MC-CDMA SYSTEM OVER RAYLEIGH FADING CHANNELIJCSES Journal
Multi Carrier Code Division Multiple Access (MC-CDMA) is a well known technique for high speed
wireless data transmission .Two advanced technology was included in the MC-CDMA structure, such as
orthogonal frequency division multiplex (OFDM) and the code division multiple access (CDMA),so that it
benefits from the robustness of OFDM against multipath environment and from the capability of multiuser
multiplexing services that is achieved via (CDMA) system. MC-CDMA is a multicarrier spread spectrum
system which is classified as the candidate scheme for future mobile radio systems. In this paper MCCDMA
system, with Rayleigh fading channel and 16QAM array modulation, was simulated to investigate
the effects of different parameters on the system performance, such as processing gain; number of paths;
number of users; interleaving; and coding ratio.MC-CDMA performances can be considerably improved
by proper selection of these parameters. As expected, results show that MC-CDMA has a better performance over CDMA system.
The Mobile WiMAX simulation model is
implemented by using MATLAB code. The simulation model
consists of different phases which will help us to model the
transmitter and receiver section. In the next phase, the data is
being modulated by using the modulation methods QPSK and
QAM followed by OFDM transmitter. These phases can be
used to show the performance of these modulation methods
under varying condition. The Multipath Rician fading model is
implemented to introduce the fading in the transmitter data.
Receiver section is used to receive data from channel will be fed
into the OFDM demodulation. In the next phase, Fast Fourier
Transform is used to disassemble OFDM frame. After that
convolution encoding is applied to data and interleaving is
carried on by using MATLAB function. BPSK method is used
to change the data in the form of bit information to be symbols.
We had used
power efficient rake receiver for interference reduction inAKASH VIJAYAN
This document discusses RAKE receivers for interference reduction in mobile communication. It begins with an introduction to RAKE receivers and discusses how they help mitigate issues like multipath fading and co-channel interference. It then provides details on the overall structure of a RAKE receiver, describing how it uses multiple "fingers" to combine signals from different propagation paths constructively. The document also discusses how RAKE receivers are used in wireless standards like WCDMA and how techniques like sorted QR decomposition can help improve their performance. It concludes by stating that systems based on sorted QR decomposition can help reduce multipath fading and increase signal quality.
Iaetsd ber performance of cdma, wcdma, ieee802.11g in awgnIaetsd Iaetsd
This document discusses and compares the bit error rate (BER) performance of CDMA, WCDMA, and IEEE 802.11g wireless standards in additive white Gaussian noise (AWGN) and fading channels. It proposes an integrated low power code synchronizer for these three standards using techniques like power management, absolute weighted magnitude calculation, and spurious power suppression in the adders. Simulation results show that the proposed techniques reduce power consumption in the correlator element array, especially for WCDMA in AWGN channels where power is reduced by half. Fading channels generally consume less power than AWGN channels.
Analysis of Simulation Parameters of Pulse Shaping FIR Filter for WCDMAijsrd.com
The application of signal processing techniques to wireless communications is an emerging area that has recently achieved dramatic improvement in results and holds the potential for even greater results in the future as an increasing number of researchers from the signal process and communications areas participate in this expanding field. From an industrial viewpoint also, the advanced signal processing technology cannot only dramatically increase the wireless system capacity but can also improve the communication quality including the reduction of all types of interference. The present paper deals with simulation model of square root raised cosine pulse shaping filter for WCDMA with different parameters of the filter at 5Mhz.The present paper deals with study of Simulation Parameters (Number of Bits, Number of Errors) of Pulse Shaping FIR Filter at different value of group delay(2,4,6,8) to the calculate BER for WCDMA.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...University of Maribor
Slides from talk presenting:
Aleš Zamuda: Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapter and Networking.
Presentation at IcETRAN 2024 session:
"Inter-Society Networking Panel GRSS/MTT-S/CIS
Panel Session: Promoting Connection and Cooperation"
IEEE Slovenia GRSS
IEEE Serbia and Montenegro MTT-S
IEEE Slovenia CIS
11TH INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC AND COMPUTING ENGINEERING
3-6 June 2024, Niš, Serbia
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Sinan KOZAK
Sinan from the Delivery Hero mobile infrastructure engineering team shares a deep dive into performance acceleration with Gradle build cache optimizations. Sinan shares their journey into solving complex build-cache problems that affect Gradle builds. By understanding the challenges and solutions found in our journey, we aim to demonstrate the possibilities for faster builds. The case study reveals how overlapping outputs and cache misconfigurations led to significant increases in build times, especially as the project scaled up with numerous modules using Paparazzi tests. The journey from diagnosing to defeating cache issues offers invaluable lessons on maintaining cache integrity without sacrificing functionality.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
TIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEMHODECEDSIET
Time Division Multiplexing (TDM) is a method of transmitting multiple signals over a single communication channel by dividing the signal into many segments, each having a very short duration of time. These time slots are then allocated to different data streams, allowing multiple signals to share the same transmission medium efficiently. TDM is widely used in telecommunications and data communication systems.
### How TDM Works
1. **Time Slots Allocation**: The core principle of TDM is to assign distinct time slots to each signal. During each time slot, the respective signal is transmitted, and then the process repeats cyclically. For example, if there are four signals to be transmitted, the TDM cycle will divide time into four slots, each assigned to one signal.
2. **Synchronization**: Synchronization is crucial in TDM systems to ensure that the signals are correctly aligned with their respective time slots. Both the transmitter and receiver must be synchronized to avoid any overlap or loss of data. This synchronization is typically maintained by a clock signal that ensures time slots are accurately aligned.
3. **Frame Structure**: TDM data is organized into frames, where each frame consists of a set of time slots. Each frame is repeated at regular intervals, ensuring continuous transmission of data streams. The frame structure helps in managing the data streams and maintaining the synchronization between the transmitter and receiver.
4. **Multiplexer and Demultiplexer**: At the transmitting end, a multiplexer combines multiple input signals into a single composite signal by assigning each signal to a specific time slot. At the receiving end, a demultiplexer separates the composite signal back into individual signals based on their respective time slots.
### Types of TDM
1. **Synchronous TDM**: In synchronous TDM, time slots are pre-assigned to each signal, regardless of whether the signal has data to transmit or not. This can lead to inefficiencies if some time slots remain empty due to the absence of data.
2. **Asynchronous TDM (or Statistical TDM)**: Asynchronous TDM addresses the inefficiencies of synchronous TDM by allocating time slots dynamically based on the presence of data. Time slots are assigned only when there is data to transmit, which optimizes the use of the communication channel.
### Applications of TDM
- **Telecommunications**: TDM is extensively used in telecommunication systems, such as in T1 and E1 lines, where multiple telephone calls are transmitted over a single line by assigning each call to a specific time slot.
- **Digital Audio and Video Broadcasting**: TDM is used in broadcasting systems to transmit multiple audio or video streams over a single channel, ensuring efficient use of bandwidth.
- **Computer Networks**: TDM is used in network protocols and systems to manage the transmission of data from multiple sources over a single network medium.
### Advantages of TDM
- **Efficient Use of Bandwidth**: TDM all
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
1. International Journal of Engineering Science Invention
ISSN (Online): 2319 – 6734, ISSN (Print): 2319 – 6726
www.ijesi.org Volume 3 Issue 6ǁ June 2014 ǁ PP.52-58
www.ijesi.org 52 | Page
Bit Error Rate Performance Analysis of CDMA Rake Receiver
Vaibhav Khairanr1
, Jitendra Mathur2
, Hema Singh3
1
M. Tech Scholar, Department of EC, RGPV University, Bhopal, India
2
Assistant Professor, Department of EC, RGPV University, Bhopal, India
3
Head of Department, Department of EC, RGPV University, Bhopal, India
ABSTRACT : This paper would satisfy the upcoming generation requirement for the multiple input
environments. Here a simulator have been implemented which simulates the multiple input waveform signals
through wireless towards the Rake Receiver which will follow through the CDMA technique due to its
performance. The simulator is a tool to evaluate these design options and trades in the different scenarios. As
popularly known the CDMA has been a tremendous technique to analyze the cellular systems signals. The
simulator will give an idea for the different values of the different design options. Here, the backbone of the
technique is a wireless CDMA single user link in built with the Matlab. The effective method of system modeling
is used to speed up the simulations. With the help of simulator the variations in the bit error rate due to its
different inputs have been analyzed. The transmitted data and the received data can be analyzed in the form of
signal waveforms. Here the signal analyzes the format of the input data and its performance with the help of
simulator. In this simulator by changing the attenuation factor and simulating CDMA with Rake and without
Rake receiver, the bit error rate will vary and the transmitted data and the received data is displayed in the form
of graphical user interface, also compared the received data with and without Rake receiver for different
attenuation factors.
KEYWORDS: AWGN- Additive White Guauisin Noise, CDMA:- Code Division Multiple Access, DS-CDMA:-
Direct Sequence CDMA, MATLAB, Rake Receiver.
I. INTRODUCTION
The growth in wireless technology has been fueled by the latest improvements in the capacity of
wireless line links due to the use of multiple access techniques in association with advanced signal processing
algorithms. Code Division Multiple Access (CDMA) is becoming a popular technology for cellular
communications .Unlike other multiple access techniques such as Frequency Division Multiple Access (FDMA)
and Time-Division Multiple Access (TDMA), which are limited in frequency band and time duration sequence,
whereas the CDMA avails time-frequency space. One type of CDMA is also called as Direct Sequence CDMA
(DS-CDMA) which uses a set of unique signature sequence or spreading codes to modulate the data bits of
different users. This sequence also may called as chipping sequence. With the advantage of the different
spreading codes, the receiver can manipulate the data according to each user by the process of Channel
estimation and detection. This process also spreads the bandwidth of the underlying data signal; hence CDMA is
called a direct sequence spread spectrum phenomena [2, 5].
1.1 Background:
The Code Division Multiple Access (CDMA) is a spread spectrum technique that uses neither
frequency channels nor time slots. In CDMA, the narrower band message is multiplied by a larger bandwidth
signal, which is called as a pseudo random noise code (PN code). All the users in a CDMA system uses the
same frequency band and transmit it simultaneously. Then the transmitted signal is recovered by equating the
received signal with the PN code used by the transmitter [7].
2. Bit Error Rate Performance…
www.ijesi.org 53 | Page
Fig. 1: Code Division Multiple Access (CDMA) [1].
Some of the useful properties of the CDMA are: Signal hiding and non-interference with existing
systems, Anti-jam and interference rejection, Information security, Accurate Ranging, Multiple User Access,
Multipath tolerance [9].
Fig. 2: Basic CDMA Generation [2].
From the above figure the data to be transmitted (a) is initially created before transmission by
modulating the data using a PN code. This can convert into the wideband spread signal as shown in (b). In this
example the frequency considered is 10 KHz, as the spread spectrum bandwidth is 125 times greater the data
bandwidth. After the radio transmission part (c) shows the received signal. This may consist of the noisy
required signal and interference from any other CDMA.The received signal is then recovered by multiplying the
signal by the original spreading code or any modulating technique. This process may cause the wanted received
signal to be carried out to the original transmitted data. However, all other signals, which are not correlated with
the PN sequence spreading codes, become more spreader. The wanted signal in (d) is then filtered by removing
the wide spread interference and noise signals which is called as despread signal.
1.2 Motivation and Objectives:
The ideal approach is to match the number of multipath signals with the number of correlators, but this
would be a waste of resources and add unnecessary expense to the manufacture of the phone. This thesis aims to
incorporate a new signal detection technique within the Rake receiver, where the detection technique is used to
determine the number of correlators required for demodulating the „important‟ multipath signals. This technique
is unlike the method use in the CDMA system, which has a limited number of correlators with respect to its
number of multipath signals in the present channel. The objective of this thesis is to develop a Rake receiver
through MATLAB simulation that is able to increase the signal-to-noise ratio (SNR) performance with a
minimum number of correlators. This paper revolves around the least mean square (LMS) algorithm, which
is used to obtain a close representation of the signal or channel impulse response. A detection technique, better
known as the activity detection algorithm is used to select the necessary multipath signals for demodulation. It
requires an activity measure and an activity threshold to discriminate the „important‟ multipath signals from the
weak and negligible ones [8, 9].
3. Bit Error Rate Performance…
www.ijesi.org 54 | Page
II. RAKE RECEIVER
The Rake receiver consists of multiple correlators, where the received signal is then multiplied by time-
shifted versions of a locally generated code sequence called as chipping sequence. The aim is to separate the
signals from each fingers can sees signals coming in over a single resolvable path. The identification of the
spreading code is such a way that to have a very small autocorrelation factor for any non-zero time offset. This
can possibly avoids crosstalk between the all fingers. In practice, the situation is become ideal. It is not the full
periodic autocorrelation factor that can determines the crosstalk between signals in different fingers of the rake
receiver, is then integrated with power associated in between [4].
Fig. 3: Rake Receiver for AWGN Channel [2]
In the Rake receiver, the signal is correlated with the signal waveform. However, the signal is always
distorted by the noisy channels; the receiver should then correlate the incoming signal either with the help of a
copy of the expected received signal or other than by a copy of transmitted waveform.
Thus, the receiver can estimate the delay signal of the channel, and adapt its locally generated copy
with reference to this estimate.The Rake receiver is also designed to detect a DS-CDMA transmitted signal over
a dispersive multipath channel.
1.3 Analysis of Rake Receiver:
As the Rake receiver detects the DS-CDMA signals with different reflected waves arrive with different
delayed signal. A Rake receiver detects these different signals in the separate manner. These signals are then
mixed using the diversity technique called maximum ratio combining. Considering BPSK of DS-CDMA, we
denote the transmit waveform as m0 for a digital "0" and -m0 for a digital "1". The received signal is given by…
ri(t) = hk mi(t - kTc) + n(t)
Where,
the sum is for all propagation path, i.e. k=0, 1, 2, ...,
hk is the complex amplitude of the k-th propagation path,
Tc is the chip duration,
index i represents the binary message ("0" or "1"), and
n(t) denotes the additive white Gaussian noise.
The power for the kth
resolvable path is, hk x hk*.
The local-mean power is, P = E x [hk x hk*]
Where E is the expectation amplitude operator, which can be applied to find the local-mean value and * denotes
a complex conjugate.
4. Bit Error Rate Performance…
www.ijesi.org 55 | Page
Fig. 4: Rake Receiver with 5 Fingers
In the above figure it is considered that there are 5 finger Rake receiver presented. Like a garden Rake,
the Rake receiver gathers the energy received over the multiple delayed propagation paths. As per the maximum
ratio combining theory, the SNR produced at the output is nothing but the sum of the SNRs in the individual
branches or fingers, provided that,
[1] We assume that only AWGN is present (no interference).
[2] Codes with a time offset are truly orthogonal.
2.3 Multipath and Rake Receiver:
One of the main advantages of CDMA systems is that the capability of using the signals which arrives
in the receivers with the different time delayed signals. This phenomenon is called as multipath. FDMA and
TDMA, which are narrowing band systems, which cannot be determined between the multipath arrivals, and
resort to equalization to adjust the negative effect of multipath. Due to the wide bandwidth and Rake receivers,
the CDMA uses all the multipath signals and combines them to create a stronger signal at the receivers. CDMA
subscriber units uses Rake receivers. This is essentially a set of several multiple receivers. One of the receivers
or fingers continuously finds for different multipath and feeds the information to the other three fingers. Where
each finger is then demodulates the corresponding signal to a strong multipath signal. The results are then mixed
together to make the stronger signal.
II. PROBLEM IDENTIFICATION
2.1 Work done so far:
By considering the earlier work we got to know that, there are certain problematic/ limited areas where we
can extend the work as…
[1] Rake Receiver can receive only one signal for 4 users i.e. (1:4)
[2] From channel to receiver there was a maximum noise and maximum distortion.
[3] Deal with only one parameter i.e. attenuation factor (limited up to 1) with and without Rake.
1.2 Work to be done:
We come out with the tremendous features, where we can implement the Rake Receiver in such a way that…
[1] Rake Receiver can receive now 4 signals at a time for 16 user i.e. (4:16)
[2] From channel to receiver the noise and distortion got reduced due to CDMA techniques.
5. Bit Error Rate Performance…
www.ijesi.org 56 | Page
[3] Here we can deal with unlimited attenuation factors probably for 10, and also can observe the two types of
signal/channel parameter i.e. AWGN channel and Relayed Fading Channel.
III. RESULT AND DISCUSSION
4.1 Simulation without Rake when Attenuation Factor is 1:
When we run the Rake1.m then this will open this GUI, This simulation will perform on GUI shows
the information about the no of user, user to simulate, no. of bit error rate and attenuation factor. After the
simulations we will get figure of transmit data bits and received data bits, number of bit error in received data
for without Rake receiver, this result show the comparison between simulation with and without Rake receiver
in CDMA.When we push the push button simulation without Rake Receiver button with attenuation factor 1
then the transmitting data and receiving data, no of bit error, the attenuation factor is one in this condition bit
error is zero this shows that the power level of transmitting data is high then the bit error in receiving data is
less.As we increase the attenuation factor the bit error rate will decreases, it shows that as we attenuate the
signal frequently, we would get the efficient output at the receiver.When we push the push button simulation
without Rake Receiver when attenuation factor is 1 then the multipath receiving signal will be multipath data as
shown in third session.
Fig. 5: Simulation without Rake when attenuation factor is 1
4.2 Simulation with Rake when Attenuation Factor is 1:
When we run the Rake2.m then this will open this GUI, This simulation will perform on GUI shows
the information about the no. of user, user to simulate, no. of Rake fingers, no. of bit error rate and attenuation
factor. After the simulations we will get figure of transmitted data bits and received data bits, number of bit error
in received data for with Rake receiver, this result show the comparison between simulation with and without
Rake receiver in CDMA.When we push the push button simulation with Rake Receiver button with attenuation
factor 1 then the transmitting data and receiving data, no of bit error, the attenuation factor is one in this
condition bit error is zero this shows that the power level of transmitting data is high then the bit error in
receiving data is less.As we increase the attenuation factor the bit error rate will decreases, it shows that as we
attenuate the signal frequently, we would get the efficient output at the receiver. When we push the push button
simulation with Rake Receiver when attenuation factor is 1 then the multipath receiving signal will be multipath
data as shown in third session.
6. Bit Error Rate Performance…
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Fig. 6: Simulation with Rake when attenuation factor is 1
4.3 Result Comparison:
Table 1: Actual Result Comparison with Rake Receiver
7. Bit Error Rate Performance…
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Table 2: Actual Result Comparison without Rake Receiver
IV. CONCLUSION AND FUTURE SCOPE
We have developed a simulator made in our project work, we have shown here that how Rake
receiver is used for CDMA to decrease a bit error rate due to its multipath interferences.It can simulate a
CDMA encoding and decoding process, the data is assumed to be traveled through different path, the
effect of different path and CDMA is considered to generate the multipath effect the data is passing
through the different path and assumed at receiver end just before the decoder.The developed simulator
can be a very helpful tool to carry out the performance of a Rake Receiver with various attenuation
factors. As for example the simulator can be used to find the antenna diversity schemes at the receiver.
The simulator is very flexible and one can very easily make the necessary modification to incorporate
complex statistical channel model based on measurement and investigate the Rake Receiver performance
under practical mobile channel condition. We also declare that it is very simple method to employ the
simulator to observe the performance of error correction coding. We have also implemented a
convolutional coding scheme.
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