A Partially Operated FFT/IFFT Processor for Low Complexity OFDM Modulation and Demodulation of WiBro In-car Entertainment System

Size: px
Start display at page:

Download "A Partially Operated FFT/IFFT Processor for Low Complexity OFDM Modulation and Demodulation of WiBro In-car Entertainment System"

Transcription

1 D.-S. Kim et al.: A Partially Operated FFT/IFFT Processor for Low Complexity OFDM Modulation and Demodulation of WiBro In-car Entertainment System A Partially Operated FFT/IFFT Processor for Low Complexity OFDM Modulation and Demodulation of WiBro In-car Entertainment System 4 Dong-Sun Kim, Member, IEEE, Seung-Yerl Lee and Duck-Jin Chung, Member, IEEE Abstract Wireless broadband (WiBro) systems can provide high data rate wireless internet access with personal subscriber station under the stationary or mobile environment. It is the orthogonal frequency division multiple access (OFDMA) in time division duplex (TDD) system with 6 useful subcarriers over a nominal bandwidth of.5 MHz at. GHz band and each frame is composed of 4 OFDM symbols, corresponding to 5ms. For modulation and demodulation in the WiBro communication system, the fourier fast transform (FFT) processing is the most speed and power consumption critical path. In this paper, we describe 496 points FFT and inverse FFT processor for mobile in-car entertainment systems. To obtain low complexities, small computation power and distributed memory, partially operated over-sampling architecture is developed to meet the requirement of non-stopping and high-speed data throughput. From experiment results, we can show that our methods reduce the complexity about.% and it is suitable to implementation in mobile devices for WiBro consumer application which is required small area and low-power such as multimedia data service. Index Terms FFT algorithm, OFDMA, broadband mobile internet access, VLSI. I. INTRODUCTION Recently, the demand for portable internet service with high quality multimedia data via various mobile terminals such as notebook PCs, PDAs and cellular phones at anywhere and anytime is rapidly increasing. Such strong market needs are leading the innovation of standard and technology that enables physically distant users to have access to the high-speed broadband wireless service with a relatively inexpensive cost comparing to existing cable and satellite solutions. Because the current cellular system and wireless local area network (WLAN) have many limitations to the meet demand for portable internet access, the IEEE has finalized the.6e standard, which specifies a set of different physical (PHY) and medium access control (MAC) layers of mobile broadband wireless access systems [], []. Wireless broadband (WiBro) system is a subset of IEEE.6e standard and stably provides all-ip packet services, such as streaming video, music, and broadcasting at ground speeds up to 6km/h. Among Dong-Sun Kim is with the Department of Advanced Mobile Technology Research Center, Korea Electronics Technology Institute, Korea ( dskim@ keti.re.kr). Seung-Yerl Lee and Duck-Jin Chung are with the school of Information and Communication Engineering, INHA University, Incheon, Korea. Contributed Paper Manuscript received April 4, 9 6//$. IEEE various physical layer schemes to organize a frame in.6e, WiBro system only adopts orthogonal frequency division multiple access (OFDMA) in time division duplex (TDD) mode. The TDD frame length is 5 ms and segmented into the sequence of small fixed duration logical units, called symbols. The frame structure is fixed as symbols for the downlink subframe and 5 symbols for the uplink subframe [4], [5]. WiBro system supports seamless IP-based service while users move from one cell to other and Fig. shows an in-car entertainment consumer application based on WiBro system for providing multimedia data service. In-car entertainment system using WiBro will make possible to provide perfect TV, video, music and internet service everywhere on the road under cars driving even more than 6km/h. In OFDMA systems, inverse FFT (IFFT) and FFT are used to realize multi-carrier modulation and demodulation, which greatly reduces the complexity of OFDM systems [5]. FFT and IFFT directly affect the accuracy of the channel estimation and symbol demapper. As the data transmission rate of OFDMA systems increases, generating OFDMA symbols with high data rate requires very high speed FFT processor [6], []. In case of WiBro communication system, it needs 4 FFT and IFFT computation during a 5ms frame time. In this reason, efficiently implementing the FFT/IFFT processor with low power and high speed is very important especially for some mobile instruments [], []. For FFT and IFFT implementation for OFDMA systems, pipelining can deal with the data throughput in real-time [9], while it consists of log r N stages for radix-r and each stage has one butterfly Fig.. In-car entertainment system using WiBro computation unit, one commutator shift register and one complex twiddle multiplier. Therefore, the pipelining leads to much more silicon area [6]-[]. In this paper, we propose a partially operated IFFT and FFT architecture for low complexities, small

2 4 IEEE Transactions on Consumer Electronics, Vol. 54, No., MAY computation power and distributed memory. We also present 496 points over-sampling IFFT and FFT to remove the aliasing and signal distortion for removing digital filter in conventional 4 points WiBro systems. This paper is organized as follows. In section II, the algorithm and architecture of partially operated over-sampling IFFT and FFT processor is described. The complexity and computation of proposed architecture are evaluated in Section II. Section III explains implementation results and conclusions are presents in section IV. II. A PARTIALLY OPERATED OVER-SAMPLING IFFT AND FFT PROCESSOR A. Partially Operated IFFT Algorithm and Architecture The proposed architecture is basically radix single delay feedback (R SDF) which is the most commonly used and has the smaller computation for multiplication and addition than other algorithms in IFFT and FFT processor [9], []. The R SDF consists of three radix single delay feedback (RSDF) and one constant multiplier as shown in Fig.. The N-point inverse discrete fourier transform (IDFT) is defined as N = nk π x ( n) X ( k) W N, W N = exp j () k= N (b) R SDF architecture Fig.. The basic architecture of proposed IFFT and FFT processor x '( n, k 4 x '( n, n, n, k x '( n, n x '( n, n, n, n ) = k = k = k= k = x( k, k x '( n, n, n, k x '( n, k x '( n, n nk n n nk n k k kkk 496 nk k 5 nk 64 From Eq. (4), we can suppose that each equation corresponds to R SDF and the first equation only performs RSDF operation. Therefore, Eq. (4) can be represents into data flow as shown in Fig. and Fig. 4 shows the architecture of partially operated IFFT processor. (4) Where W N is the twiddle factor, N is the IFFT length. Since the proposed IFFT only used 4 effective data of 496, the Eq. () can be described as x ( n) X ( k) W, k =,,,...,, n =,,,..., 495 () = k= nk 496 In order to decompose the proposed IFFT using R SDF algorithm covering point, we apply 4-dimemsional linear index map and the indexes n and k are represented as n = 5n + 64n + n + n, n = n = n = n =,,,..., () k = 5k + 64k + k + k, k =,, k,,,..., = k = k = Substituting the Eq. () for () and we can obtain below derivation [5]. j Fig.. Data flow a partiaaly operated IFFT (a) RSDF architecture

3 D.-S. Kim et al.: A Partially Operated FFT/IFFT Processor for Low Complexity OFDM Modulation and Demodulation of WiBro In-car Entertainment System 4 Fig. 4. Architecture of proposed IFFT processor The total radix- stage for 496 points IFFT is in conventional R SDF method. Since the input number of oversampling IFFT is 4 data and the rest is value, first and second stage only processes the data counterpart or j without conventional radix- butterfly operation. The rest stages of IFFT are operated by the same method of conventional R SDF IFFT. Therefore, the proposed IFFT architecture needs just radix- stage. Because butterfly operation and memory accessing of first and second stages is not used, it reduce two complex adders,,44 real additions and 4 memories. As shown in Fig. 4, the role of data commutator is storing the serial data of next IFFT symbol in the SRAM during the current symbol of 4 data is stored in the SRAM. Input data stored in SRAM is directly distributed into every butterfly of third stage except of first and second stages. Therefore, input value of third stage is X()- X(), X()-X(5), (X(5)-X() j, X()-X(), X()-X(5) and (X(5)-X() j. B. Partially Operated FFT Algorithm and Architecture The effective data number of FFT operation input is 496 and it is differ from IFFT operation. After FFT operation, the effective data number of post-fft stage is 4 and discrete fourier transform (DFT) can be represented as Using the characteristic of index k is or and the index k of FFT output is just from to, the data flow of proposed FFT can be decided as shown in Fig. 5. The part- in stage presents effective input data of current butterfly for next stage and part- shows the non-existing data. The dashed lines between stages show the input and output of butterfly operation in 496 points over-sampling FFT. Because the effective output data is X() to X() and it is a decimation in frequency (DIF) [], the required butterfly operation is just dotted box except of first and second stage. The butterfly operation in first and second stage is similar with conventional 496 points R SDF FFT algorithm []. However, proposed partially operated FFT algorithm can ignore the second output of butterfly operation, because the data of index 4 to 495 in second stage and the data of index 4 to 495 is not exist. Due to such characteristic, the proposed partially operated FFT has the similar computation with 4 points FFT and the memory for FFT pipelining is not required as conventional 496 point FFT processor. Fig. 6 shows the memory accessing of proposed FFT architecture. Since the second output of butterfly operation need not to be stored in memory, butterfly operation of stage in stage can use the memory of stage and the third stage butterfly operation is possible to use the memory of stage as shown in Fig. 6. Memory accessing from next stages need to have 496 FFT memory size Since memory accessing of the fourth stage and next symbol in stage is overlapped. Fig. shows the proposed FFT architecture using modified R SDF. The dotted line and circle show that some butterfly operation in R SDF is unnecessary. A. Computation and complexity analysis of IFFT and FFT Several architectures have been proposed for the pipelined FFT processor such as multi-path delay commutator (MDC), single delay feedback (SDF) and single delay commutator (SDC) []-[]. Among several pipelined FFT, R SDF has X ( k) x( n) W, n =,,,..., 495, k =,,,..., (5) = 495 n= nk 496 The indexes n and k for FFT is same as Eq. () and the FFT derivation is as follows 4 4 4, n, n, n, k, n, n, n, k ) = n = n = n = n = x( n, n, n, n, n kn, n, n, n, k, n, n kn kn kn knnn 496 knn 5 kn 64 (6) 496 stage 4 5 part- : existing data for butterfly operation part- : non-existing data Fig. 5. Data flow of proposed FFT algorithm Authorized licensed use limited to: Inha University. Downloaded on July, at :5: UTC from IEEE Xplore. Restrictions apply.

4 44 IEEE Transactions on Consumer Electronics, Vol. 54, No., MAY reached the minimal requirements of not only complexity but also computation of multiplication and addition. Table I and Table II show the complexity and computation of proposed IFFT and FFT. It is compared with conventional SDF pipelined FFT with 4 point and 496 point. One complex multiplication is processed by 4 real multiplications and real additions. For one constant multiplication of twiddle factor, ±. ±. j, it needs real multiplications and real additions. Table show that the adder of proposed IFFT and FFT is smaller than conventional FFT algorithms with 496 point and the memory size is approximately half of conventional FFT algorithms. The multiplication of proposed IFFT is same as the conventional FFT with 496 points and the addition is smaller than conventional FFT as shown in Table II. But, the multiplication of proposed FFT is preferably smaller than 4 points and the addition is larger than 4 points FFT. TABLE I COMPLEXITY COMPARISON OF PROPOSED IFFT AND FFT complex multiplier complex adder memory RSDF 4 point 496 point point 4 R SDF 496 point point R SDF 496 point Proposed IFFT Proposed FFT 559 TABLE II COMPUTATION COMPARISON OF PROPOSED IFFT AND FFT real multiplication real addition RSDF[6] 4 point point point 6 54 R SDF[] 496 point point R SDF[] 496 point 44 9 Proposed IFFT Proposed FFT (a) Proposed FFT architecture (b) Modified R SDF Fig.. The proposed FFT architecture and modified RSDF algorithm. III. EXPERIMENTS RESULTS Fig. shows block diagram of WiBro OFDM modulation and demodulation block using partially operated oversampling IFFT and FFT, windowing, cyclic prefix (CP) block and control block. In case of downlink, the received 4 I/Q data from channel coding block enter in IFFT block and IFFT operation is processed with zero data. Output data of IFFT block are transmitted using. GHz radio frequency (RF) by way of CP insertion and windowing block. In case of uplink, received CP I/Q data from radio frequency (RF) block is removed and entered in FFT block. The FFT outputs of index to are used by the post-fft stage such as demodulation and channel decoding. Fig. 6. Memory accessing of proposed FFT Fig.. OFDM modulation and demodulation in WiBro systems

5 D.-S. Kim et al.: A Partially Operated FFT/IFFT Processor for Low Complexity OFDM Modulation and Demodulation of WiBro In-car Entertainment System Table III shows the FPGA implementation results of conventional and proposed over-sampling IFFT/FFT for WiBro OFDMA system. The proposed methods reduce the complexity about.% than conventional method. We fully test the WiBro FFT/IFFT evaluation board for in-car entertainment system and Fig. 9 shows the evaluation results of FPGA prototype board. TABLE III FPGA IMPLEMENTATION RESULTS multiplier RAM slice 45 (a) Prototype evaluation Board Conventional method Proposed method filter IFFT/FFT total 6 56 Proposed 496 IFFT 4 Proposed 496 FFT 5 (b).45ghz uplink RF spectrum IV. CONCLUSION WiBro systems are recently attached for portable packet service such as streaming video, music, online gaming and broadcasting. In this paper, we proposed a partially operated over-sampling IFFT and FFT for low complexity WiBro in-car entertainment systems. Proposed FFT and IFFT architecture remove the interpolation filter for RF and reduce the implementation complexity of OFDMA system. Therefore, proposed partially operated over-sampling IFFT and FFT is also suitable for portable terminal device such as notebook PC, PDAs and cellular phones for WiBro applications. Pilot signals (c) Downlink transmit signals QPSK symbols Pilot signals REFERENCES [] Angela Doufexi, David Redmill, David Bull, and Andrew Nix, MPEG- Video Transmission using the Hiperlan/ WLAN Standard, IEEE Trans. Consumer Electronics, vol. 4, no., pp. 54-6, Aug.. [] Tanmoy Debnath, Nicola Cranley, and Mark Davis, Experimental Comparison of Wired versus Wireless Video Streaming over IEEE.b WLANs, Irish Signals and Systems Conference, pp. 5-4, June 6. [] Yifeng He, Ivan Lee, Xijia Gu, and Ling Guan, Centralized Peer-to- Peer Video Streaming over Hybrid Wireless Network, IEEE International Conference on Multimedia and Expo, pp , July 5. [4] IEEE P.6e/D, Air Interface for Fixed and Mobile Broadband Wireless Access Systems: Amendment for Physical and Medium Access Control Layers for Combined Fixed and Mobile Operation in Licensed Bands, IEEE, April 5. [5] [6] Xiaojin Li, Zongsheng Lai, and Jianmin Cui, A Low Power and Small Area FFT Processor for OFDM Demodulator, IEEE Trans. Consumer Electronics, vol. 5, no., pp. 4-, MAY. [] Haining Jiang, Hanwen Luo, Jifeng Tian, and Wentao Song, Design of an Efficient FFT processor for OFDM Systems, IEEE Trans. Consumer Electronics, vol. 5, no. 4, pp. 99-, Nov. 5. [] Chi-Hong Su, and Jen-Ming Wu, Reconfigurable FFT Design for Low Power OFDM Communication Systems, IEEE Trans. Circuits Syst. Video Technol., vol. 6, no., pp. 9-99, Apr. 6. (c) Uplink received signals Fig. 9. Evaluation results of prototype board Authorized licensed use limited to: Inha University. Downloaded on July, at :5: UTC from IEEE Xplore. Restrictions apply.

6 46 IEEE Transactions on Consumer Electronics, Vol. 54, No., MAY [9] Hasan, M., Arslan, T. and Thompson, J. S., A novel coefficient ordering based low power pipelined radix-4 FFT processor for wireless LAN applications, IEEE Trans. Consumer Electronics, vol. 49, no., pp. -4, Feb.. [] Y Jung, H. Yoon, and J. Kim, New efficient FFT algorithm and pipeline implementation results for OFDM/DMT applications, IEEE Trans. Consumer Electronics, vol. 49, no., pp. 4-, Feb.. Dong-Sun Kim (M 99) was born in Incheon, Korea, in 9. He received the B.S and M.S degrees in the school of Electronics and Electrical Engineering in 99 and 999, respectively, from INHA University, Incheon, Korea. On 5, he received Ph.D. degree in the school of Information and Telecommunication Engineering from INHA University, Incheon, Korea. Since 999, he was with the Korea Electronics Technology Institute (KETI), Gyeonggi-do, Korea and working on R&D at the Advanced Mobile Technology Research Center, where he currently is a senior researcher and team leader. He is a member of IEEE. His research interests are in the areas of wireless/wired communication systems, wireless sensor network, VLSI & SoC design, multimedia codec design, the computer architecture and the embedded system design. Seung-Yerl Lee received the B.S. and M.S degrees in the school of Information and Telecommunication Engineering from the INHA University, Korea, in and 5, respectively. He is currently a Ph.D. candidate in the school of Information and Telecommunication Engineering in INHA University. His research interests are the wireless communication hardware design, WPAN, WLAN and VLSI & SoC design. Duck-Jin Chung was born in Korea on Feb., 94. He received the B.S degree from the Seoul National University of Electrical Engineering, Korea on 9, and M.S. degree from Utah State University on 94. On 9, he received Ph.D. degree from University of Utah. He is currently a professor at the school of Information and Communication Engineering of INHA University, Incheon, Korea. He is a member of IEEE. His research interests are the VLSI & SoC design, the computer architecture and the embedded system design.

An Area Efficient FFT Implementation for OFDM

An Area Efficient FFT Implementation for OFDM Vol. 2, Special Issue 1, May 20 An Area Efficient FFT Implementation for OFDM R.KALAIVANI#1, Dr. DEEPA JOSE#1, Dr. P. NIRMAL KUMAR# # Department of Electronics and Communication Engineering, Anna University

More information

VLSI Implementation of Area-Efficient and Low Power OFDM Transmitter and Receiver

VLSI Implementation of Area-Efficient and Low Power OFDM Transmitter and Receiver Indian Journal of Science and Technology, Vol 8(18), DOI: 10.17485/ijst/2015/v8i18/63062, August 2015 ISSN (Print) : 0974-6846 ISSN (Online) : 0974-5645 VLSI Implementation of Area-Efficient and Low Power

More information

A FFT/IFFT Soft IP Generator for OFDM Communication System

A FFT/IFFT Soft IP Generator for OFDM Communication System A FFT/IFFT Soft IP Generator for OFDM Communication System Tsung-Han Tsai, Chen-Chi Peng and Tung-Mao Chen Department of Electrical Engineering, National Central University Chung-Li, Taiwan Abstract: -

More information

VLSI Implementation of Pipelined Fast Fourier Transform

VLSI Implementation of Pipelined Fast Fourier Transform ISSN: 2278 323 Volume, Issue 4, June 22 VLSI Implementation of Pipelined Fast Fourier Transform K. Indirapriyadarsini, S.Kamalakumari 2, G. Prasannakumar 3 Swarnandhra Engineering College &2, Vishnu Institute

More information

M.Tech Student, Asst Professor Department Of Eelectronics and Communications, SRKR Engineering College, Andhra Pradesh, India

M.Tech Student, Asst Professor Department Of Eelectronics and Communications, SRKR Engineering College, Andhra Pradesh, India Computational Performances of OFDM using Different Pruned FFT Algorithms Alekhya Chundru 1, P.Krishna Kanth Varma 2 M.Tech Student, Asst Professor Department Of Eelectronics and Communications, SRKR Engineering

More information

A HIGH SPEED FFT/IFFT PROCESSOR FOR MIMO OFDM SYSTEMS

A HIGH SPEED FFT/IFFT PROCESSOR FOR MIMO OFDM SYSTEMS A HIGH SPEED FFT/IFFT PROCESSOR FOR MIMO OFDM SYSTEMS Ms. P. P. Neethu Raj PG Scholar, Electronics and Communication Engineering, Vivekanadha College of Engineering for Women, Tiruchengode, Tamilnadu,

More information

Area Efficient Fft/Ifft Processor for Wireless Communication

Area Efficient Fft/Ifft Processor for Wireless Communication IOSR Journal of VLSI and Signal Processing (IOSR-JVSP) Volume 4, Issue 3, Ver. III (May-Jun. 2014), PP 17-21 e-issn: 2319 4200, p-issn No. : 2319 4197 Area Efficient Fft/Ifft Processor for Wireless Communication

More information

IMPLEMENTATION OF 64-POINT FFT/IFFT BY USING RADIX-8 ALGORITHM

IMPLEMENTATION OF 64-POINT FFT/IFFT BY USING RADIX-8 ALGORITHM Int. J. Elec&Electr.Eng&Telecoms. 2013 K Venkata Subba Reddy and K Bala, 2013 Research Paper ISSN 2319 2518 www.ijeetc.com Vol. 2, No. 4, October 2013 2013 IJEETC. All Rights Reserved IMPLEMENTATION OF

More information

A SURVEY ON FFT/IFFT PROCESSOR FOR HIGH SPEED WIRELESS COMMUNICATION SYSTEM

A SURVEY ON FFT/IFFT PROCESSOR FOR HIGH SPEED WIRELESS COMMUNICATION SYSTEM A SURVEY ON FFT/IFFT PROCESSOR FOR HIGH SPEED WIRELESS COMMUNICATION SYSTEM K. Vijayakanthan and M. Anand Dr. M. G. R Educational and Research Institute University, Chennai, India E-Mail: vijayakanthank@gmail.com

More information

Practical issue: Group definition. TSTE17 System Design, CDIO. Quadrature Amplitude Modulation (QAM) Components of a digital communication system

Practical issue: Group definition. TSTE17 System Design, CDIO. Quadrature Amplitude Modulation (QAM) Components of a digital communication system 1 2 TSTE17 System Design, CDIO Introduction telecommunication OFDM principle How to combat ISI How to reduce out of band signaling Practical issue: Group definition Project group sign up list will be put

More information

ULTRAWIDEBAND (UWB) communication systems,

ULTRAWIDEBAND (UWB) communication systems, 1726 IEEE JOURNAL OF SOLID-STATE CIRCUITS, VOL. 40, NO. 8, AUGUST 2005 A 1-GS/s FFT/IFFT Processor for UWB Applications Yu-Wei Lin, Hsuan-Yu Liu, and Chen-Yi Lee, Member, IEEE Abstract In this paper, we

More information

Implementation and Comparative analysis of Orthogonal Frequency Division Multiplexing (OFDM) Signaling Rashmi Choudhary

Implementation and Comparative analysis of Orthogonal Frequency Division Multiplexing (OFDM) Signaling Rashmi Choudhary Implementation and Comparative analysis of Orthogonal Frequency Division Multiplexing (OFDM) Signaling Rashmi Choudhary M.Tech Scholar, ECE Department,SKIT, Jaipur, Abstract Orthogonal Frequency Division

More information

An Area-Efficient Multimode FFT Circuit for IEEE ax WLAN Devices

An Area-Efficient Multimode FFT Circuit for IEEE ax WLAN Devices 735 1 An Area-Efficient Multimode FFT Circuit for IEEE 80.11 ax WLAN Devices Phuong T.K. Dinh, Leonardo Lanante, Minh D. Nguyen, Masayuki Kurosaki and Hiroshi Ochi Graduate School of Science and Systems

More information

A High-Speed Low-Complexity Modified Processor for High Rate WPAN Applications

A High-Speed Low-Complexity Modified Processor for High Rate WPAN Applications IEEE TRASACTIOS O VERY LARGE SCALE ITEGRATIO (VLSI) SYSTEMS, VOL. 21, O. 1, JAUARY 2013 187 [4] J. A. de Lima and C. Dualibe, A linearly tunable low-voltage CMOS transconductor with improved common-mode

More information

Simulation and Modeling of OFDM Systems and Implementation on FPGA

Simulation and Modeling of OFDM Systems and Implementation on FPGA International Journal of Current Engineering and Technology ISSN 2277 4106 2013 INPRESSCO. All Rights Reserved Available at http://inpressco.com/category/ijcet Research Article Simulation and Modeling

More information

A Novel Approach in Pipeline Architecture for 64-Point FFT Processor without ROM

A Novel Approach in Pipeline Architecture for 64-Point FFT Processor without ROM A Novel Approach in Pipeline Architecture for 64-Point FFT Processor without ROM A.Manimaran, Dr.S.K.Sudheer, Manu.K.Harshan Associate Professor, Department of ECE, Karpaga Vinayaga College of Engineering

More information

Optimized BPSK and QAM Techniques for OFDM Systems

Optimized BPSK and QAM Techniques for OFDM Systems I J C T A, 9(6), 2016, pp. 2759-2766 International Science Press ISSN: 0974-5572 Optimized BPSK and QAM Techniques for OFDM Systems Manikandan J.* and M. Manikandan** ABSTRACT A modulation is a process

More information

Technical Aspects of LTE Part I: OFDM

Technical Aspects of LTE Part I: OFDM Technical Aspects of LTE Part I: OFDM By Mohammad Movahhedian, Ph.D., MIET, MIEEE m.movahhedian@mci.ir ITU regional workshop on Long-Term Evolution 9-11 Dec. 2013 Outline Motivation for LTE LTE Network

More information

OBJECTIVES. Understand the basic of Wi-MAX standards Know the features, applications and advantages of WiMAX

OBJECTIVES. Understand the basic of Wi-MAX standards Know the features, applications and advantages of WiMAX OBJECTIVES Understand the basic of Wi-MAX standards Know the features, applications and advantages of WiMAX INTRODUCTION WIMAX the Worldwide Interoperability for Microwave Access, is a telecommunications

More information

Peak-to-Average Power Ratio (PAPR)

Peak-to-Average Power Ratio (PAPR) Peak-to-Average Power Ratio (PAPR) Wireless Information Transmission System Lab Institute of Communications Engineering National Sun Yat-sen University 2011/07/30 王森弘 Multi-carrier systems The complex

More information

Nutaq OFDM Reference

Nutaq OFDM Reference Nutaq OFDM Reference Design FPGA-based, SISO/MIMO OFDM PHY Transceiver PRODUCT SHEET QUEBEC I MONTREAL I NEW YORK I nutaq.com Nutaq OFDM Reference Design SISO/2x2 MIMO Implementation Simulation/Implementation

More information

A Combined SDC-SDF Architecture for Normal I/O Pipelined Radix-2 FFT

A Combined SDC-SDF Architecture for Normal I/O Pipelined Radix-2 FFT IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS 1 A Combined SDC-SDF Architecture for Normal I/O Pipelined Radix-2 FFT Zeke Wang, Xue Liu, Bingsheng He, and Feng Yu Abstract We present

More information

An FPGA Based Low Power Multiplier for FFT in OFDM Systems Using Precomputations

An FPGA Based Low Power Multiplier for FFT in OFDM Systems Using Precomputations An FPGA Based Low Power Multiplier for FFT in OFDM Systems Using Precomputations Mokhtar Aboelaze Dept of Electrical Engineering and Computer Science Lassonde School of Engineering York University Toronto

More information

Field Experiments of 2.5 Gbit/s High-Speed Packet Transmission Using MIMO OFDM Broadband Packet Radio Access

Field Experiments of 2.5 Gbit/s High-Speed Packet Transmission Using MIMO OFDM Broadband Packet Radio Access NTT DoCoMo Technical Journal Vol. 8 No.1 Field Experiments of 2.5 Gbit/s High-Speed Packet Transmission Using MIMO OFDM Broadband Packet Radio Access Kenichi Higuchi and Hidekazu Taoka A maximum throughput

More information

ISSN: (PRINT) ISSN: (ONLINE)

ISSN: (PRINT) ISSN: (ONLINE) Low Power and High Speed Adaptive OFDM System Using FPGA Jatender Kumar Verma 1, K.K. Verma 2 1 Mtech Scholar, DPG Institute of technology & Management, Gurgaon 2 Assistant Professor, DPG Institute of

More information

[Gupta, 3(3): March, 2014] ISSN: Impact Factor: 1.852

[Gupta, 3(3): March, 2014] ISSN: Impact Factor: 1.852 [Gupta, 3(3): March, 204] ISSN: 2277-9655 Impact Factor:.852 IJESRT INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY Peak to Average Power Reduction using Radix-2 Decimation in Frequency

More information

Performance of Orthogonal Frequency Division Multiplexing System Based on Mobile Velocity and Subcarrier

Performance of Orthogonal Frequency Division Multiplexing System Based on Mobile Velocity and Subcarrier Journal of Computer Science 6 (): 94-98, 00 ISSN 549-3636 00 Science Publications Performance of Orthogonal Frequency Division Multiplexing System ased on Mobile Velocity and Subcarrier Zulkeflee in halidin

More information

An Equalization Technique for Orthogonal Frequency-Division Multiplexing Systems in Time-Variant Multipath Channels

An Equalization Technique for Orthogonal Frequency-Division Multiplexing Systems in Time-Variant Multipath Channels IEEE TRANSACTIONS ON COMMUNICATIONS, VOL 47, NO 1, JANUARY 1999 27 An Equalization Technique for Orthogonal Frequency-Division Multiplexing Systems in Time-Variant Multipath Channels Won Gi Jeon, Student

More information

Combination of SDC-SDF Architecture for I/O Pipelined Radix-2 FFT

Combination of SDC-SDF Architecture for I/O Pipelined Radix-2 FFT Combination of SDC-SDF Architecture for I/O Pipelined Radix-2 FFT G.Chandrabrahmini M.Tech Student, Stanley Stephen College of Engineering & Technology, Panchalingala, Kurnool - 518004. A.P. N.Praveen

More information

OFDM and FFT. Cairo University Faculty of Engineering Department of Electronics and Electrical Communications Dr. Karim Ossama Abbas Fall 2010

OFDM and FFT. Cairo University Faculty of Engineering Department of Electronics and Electrical Communications Dr. Karim Ossama Abbas Fall 2010 OFDM and FFT Cairo University Faculty of Engineering Department of Electronics and Electrical Communications Dr. Karim Ossama Abbas Fall 2010 Contents OFDM and wideband communication in time and frequency

More information

EFFICIENT DESIGN OF FFT/IFFT PROCESSOR USING VERILOG HDL

EFFICIENT DESIGN OF FFT/IFFT PROCESSOR USING VERILOG HDL EFFICIENT DESIGN OF FFT/IFFT PROCESSOR USING VERILOG HDL M. SRIDHANYA (1), MRS. G. ANNAPURNA (2) M.TECH, VLSI SYSTEM DESIGN, VIDYA JYOTHI INSTITUTE OF TECHNOLOGY (1) M.TECH, ASSISTANT PROFESSOR, VIDYA

More information

OFDM TRANSMISSION AND RECEPTION: REVIEW

OFDM TRANSMISSION AND RECEPTION: REVIEW OFDM TRANSMISSION AND RECEPTION: REVIEW Amit Saini 1, Vijaya Bhandari 2 1M.tech Scholar, ECE Department, B.T.K.I.T. Dwarahat, Uttarakhand, India 2Assistant Professor, ECE Department, B.T.K.I.T. Dwarahat,

More information

Channel Estimation by 2D-Enhanced DFT Interpolation Supporting High-speed Movement

Channel Estimation by 2D-Enhanced DFT Interpolation Supporting High-speed Movement Channel Estimation by 2D-Enhanced DFT Interpolation Supporting High-speed Movement Channel Estimation DFT Interpolation Special Articles on Multi-dimensional MIMO Transmission Technology The Challenge

More information

Maximum-Likelihood Co-Channel Interference Cancellation with Power Control for Cellular OFDM Networks

Maximum-Likelihood Co-Channel Interference Cancellation with Power Control for Cellular OFDM Networks Maximum-Likelihood Co-Channel Interference Cancellation with Power Control for Cellular OFDM Networks Manar Mohaisen and KyungHi Chang The Graduate School of Information Technology and Telecommunications

More information

DESIGN AND IMPLEMENTATION OF MOBILE WiMAX (IEEE e) PHYSICAL LAYERUSING FPGA

DESIGN AND IMPLEMENTATION OF MOBILE WiMAX (IEEE e) PHYSICAL LAYERUSING FPGA DESIGN AND IMPLEMENTATION OF MOBILE WiMAX (IEEE 802.16e) PHYSICAL LAYERUSING FPGA 1 Shailaja S, 2 DeepaM 1 M.E VLSI DESIGN, 2 Assistant Professor, Kings college of Engineering,Thanjavur, Tamilnadu, India.

More information

International Journal of Scientific & Engineering Research, Volume 5, Issue 11, November ISSN

International Journal of Scientific & Engineering Research, Volume 5, Issue 11, November ISSN International Journal of Scientific & Engineering Research, Volume 5, Issue 11, November-2014 1470 Design and implementation of an efficient OFDM communication using fused floating point FFT Pamidi Lakshmi

More information

A Low Power Pipelined FFT/IFFT Processor for OFDM Applications

A Low Power Pipelined FFT/IFFT Processor for OFDM Applications A Low Power Pipelined FFT/IFFT Processor for OFDM Applications M. Jasmin 1 Asst. Professor, Bharath University, Chennai, India 1 ABSTRACT: To produce multiple subcarriers orthogonal frequency division

More information

University of Bristol - Explore Bristol Research. Link to publication record in Explore Bristol Research PDF-document.

University of Bristol - Explore Bristol Research. Link to publication record in Explore Bristol Research PDF-document. Mansor, Z. B., Nix, A. R., & McGeehan, J. P. (2011). PAPR reduction for single carrier FDMA LTE systems using frequency domain spectral shaping. In Proceedings of the 12th Annual Postgraduate Symposium

More information

FPGA implementation of Generalized Frequency Division Multiplexing transmitter using NI LabVIEW and NI PXI platform

FPGA implementation of Generalized Frequency Division Multiplexing transmitter using NI LabVIEW and NI PXI platform FPGA implementation of Generalized Frequency Division Multiplexing transmitter using NI LabVIEW and NI PXI platform Ivan GASPAR, Ainoa NAVARRO, Nicola MICHAILOW, Gerhard FETTWEIS Technische Universität

More information

Figure 1: Basic OFDM Model. 2013, IJARCSSE All Rights Reserved Page 1035

Figure 1: Basic OFDM Model. 2013, IJARCSSE All Rights Reserved Page 1035 Volume 3, Issue 6, June 2013 ISSN: 2277 128X International Journal of Advanced Research in Computer Science and Software Engineering Research Paper Available online at: www.ijarcsse.com New ICI Self-Cancellation

More information

Design of FFT Algorithm in OFDM Communication System

Design of FFT Algorithm in OFDM Communication System T. Chandra Sekhar et al Int. Journal of Engineering Research and Applications RESEARCH ARTICLE OPEN ACCESS Design of FFT Algorithm in OFDM Communication System Baddi.Yedukondalu, Valluri.Jaganmohanrao,

More information

Performance Analysis of Concatenated RS-CC Codes for WiMax System using QPSK

Performance Analysis of Concatenated RS-CC Codes for WiMax System using QPSK Performance Analysis of Concatenated RS-CC Codes for WiMax System using QPSK Department of Electronics Technology, GND University Amritsar, Punjab, India Abstract-In this paper we present a practical RS-CC

More information

VLSI Implementation of Auto-Correlation Architecture for Synchronization of MIMO-OFDM WLAN Systems

VLSI Implementation of Auto-Correlation Architecture for Synchronization of MIMO-OFDM WLAN Systems JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE, VOL.10, NO.3, SEPTEMBER, 2010 185 VLSI Implementation of Auto-Correlation Architecture for Synchronization of MIMO-OFDM WLAN Systems Jongmin Cho*, Jinsang

More information

PAPER A High-Speed Two-Parallel Radix-2 4 FFT/IFFT Processor for MB-OFDM UWB Systems

PAPER A High-Speed Two-Parallel Radix-2 4 FFT/IFFT Processor for MB-OFDM UWB Systems 1206 IEICE TRAS. FUDAMETALS, VOL.E91 A, O.4 APRIL 2008 PAPER A High-Speed Two-Parallel Radix-2 4 FFT/IFFT Processor for MB-OFDM UWB Systems Jeesung LEE, onmember and Hanho LEE a), Member SUMMARY This paper

More information

SPARSE CHANNEL ESTIMATION BY PILOT ALLOCATION IN MIMO-OFDM SYSTEMS

SPARSE CHANNEL ESTIMATION BY PILOT ALLOCATION IN MIMO-OFDM SYSTEMS SPARSE CHANNEL ESTIMATION BY PILOT ALLOCATION IN MIMO-OFDM SYSTEMS Puneetha R 1, Dr.S.Akhila 2 1 M. Tech in Digital Communication B M S College Of Engineering Karnataka, India 2 Professor Department of

More information

Page 1. Overview : Wireless Networks Lecture 9: OFDM, WiMAX, LTE

Page 1. Overview : Wireless Networks Lecture 9: OFDM, WiMAX, LTE Overview 18-759: Wireless Networks Lecture 9: OFDM, WiMAX, LTE Dina Papagiannaki & Peter Steenkiste Departments of Computer Science and Electrical and Computer Engineering Spring Semester 2009 http://www.cs.cmu.edu/~prs/wireless09/

More information

International Journal of Electronics and Communication Engineering & Technology (IJECET), ISSN INTERNATIONAL JOURNAL OF ELECTRONICS AND

International Journal of Electronics and Communication Engineering & Technology (IJECET), ISSN INTERNATIONAL JOURNAL OF ELECTRONICS AND INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATION ENGINEERING & TECHNOLOGY (IJECET) ISSN 0976 6464(Print) ISSN 0976 6472(Online) Volume 3, Issue 3, October- December (2012), pp. 265-279 IAEME: www.iaeme.com/ijecet.asp

More information

OFDMA and MIMO Notes

OFDMA and MIMO Notes OFDMA and MIMO Notes EE 442 Spring Semester Lecture 14 Orthogonal Frequency Division Multiplexing (OFDM) is a digital multi-carrier modulation technique extending the concept of single subcarrier modulation

More information

Keywords SEFDM, OFDM, FFT, CORDIC, FPGA.

Keywords SEFDM, OFDM, FFT, CORDIC, FPGA. Volume 4, Issue 11, November 2014 ISSN: 2277 128X International Journal of Advanced Research in Computer Science and Software Engineering Research Paper Available online at: www.ijarcsse.com Future to

More information

Frequency-Domain Channel Estimation for Single- Carrier Transmission in Fast Fading Channels

Frequency-Domain Channel Estimation for Single- Carrier Transmission in Fast Fading Channels Wireless Signal Processing & Networking Workshop Advanced Wireless Technologies II @Tohoku University 18 February, 2013 Frequency-Domain Channel Estimation for Single- Carrier Transmission in Fast Fading

More information

Interference management Within 3GPP LTE advanced

Interference management Within 3GPP LTE advanced Interference management Within 3GPP LTE advanced Konstantinos Dimou, PhD Senior Research Engineer, Wireless Access Networks, Ericsson research konstantinos.dimou@ericsson.com 2013-02-20 Outline Introduction

More information

Publication of Little Lion Scientific R&D, Islamabad PAKISTAN

Publication of Little Lion Scientific R&D, Islamabad PAKISTAN FPGA IMPLEMENTATION OF SCALABLE BANDWIDTH SINGLE CARRIER FREQUENCY DOMAIN MULTIPLE ACCESS TRANSCEIVER FOR THE FOURTH GENERATION WIRELESS COMMUNICATION 1 DHIRENDRA KUMAR TRIPATHI, S. ARULMOZHI NANGAI, 2

More information

Basic idea: divide spectrum into several 528 MHz bands.

Basic idea: divide spectrum into several 528 MHz bands. IEEE 802.15.3a Wireless Information Transmission System Lab. Institute of Communications Engineering g National Sun Yat-sen University Overview of Multi-band OFDM Basic idea: divide spectrum into several

More information

Using Modern Design Tools To Evaluate Complex Communication Systems: A Case Study on QAM, FSK and OFDM Transceiver Design

Using Modern Design Tools To Evaluate Complex Communication Systems: A Case Study on QAM, FSK and OFDM Transceiver Design Using Modern Design Tools To Evaluate Complex Communication Systems: A Case Study on QAM, FSK and OFDM Transceiver Design SOTIRIS H. KARABETSOS, SPYROS H. EVAGGELATOS, SOFIA E. KONTAKI, EVAGGELOS C. PICASIS,

More information

Design of Reconfigurable FFT Processor With Reduced Area And Power

Design of Reconfigurable FFT Processor With Reduced Area And Power Design of Reconfigurable FFT Processor With Reduced Area And Power 1 Sharon Thomas & 2 V Sarada 1 Dept. of VLSI Design, 2 Department of ECE, 1&2 SRM University E-mail : Sharonthomas05@gmail.com Abstract

More information

University of Bristol - Explore Bristol Research. Peer reviewed version

University of Bristol - Explore Bristol Research. Peer reviewed version Tran, M., Doufexi, A., & Nix, AR. (8). Mobile WiMAX MIMO performance analysis: downlink and uplink. In IEEE Personal and Indoor Mobile Radio Conference 8 (PIMRC), Cannes (pp. - 5). Institute of Electrical

More information

New Cross-layer QoS-based Scheduling Algorithm in LTE System

New Cross-layer QoS-based Scheduling Algorithm in LTE System New Cross-layer QoS-based Scheduling Algorithm in LTE System MOHAMED A. ABD EL- MOHAMED S. EL- MOHSEN M. TATAWY GAWAD MAHALLAWY Network Planning Dep. Network Planning Dep. Comm. & Electronics Dep. National

More information

IMPLEMENTATION OF ADVANCED TWO-DIMENSIONAL INTERPOLATION-BASED CHANNEL ESTIMATION FOR OFDM SYSTEMS

IMPLEMENTATION OF ADVANCED TWO-DIMENSIONAL INTERPOLATION-BASED CHANNEL ESTIMATION FOR OFDM SYSTEMS IMPLEMENTATION OF ADVANCED TWO-DIMENSIONAL INTERPOLATION-BASED CHANNEL ESTIMATION FOR OFDM SYSTEMS Chiyoung Ahn, Hakmin Kim, Yusuk Yun and Seungwon Choi HY-SDR Research Center, Hanyang University, Seoul,

More information

Single Carrier Multi-Tone Modulation Scheme

Single Carrier Multi-Tone Modulation Scheme Single Carrier Multi-Tone Modulation Scheme Roman M. Vitenberg Guarneri Communications Ltd, Israel roman@guarneri-communications.com Abstract In this paper, we propose a modulation scheme, which can improve

More information

Comparative Study on DWT-OFDM and FFT- OFDM Simulation Using Matlab Simulink

Comparative Study on DWT-OFDM and FFT- OFDM Simulation Using Matlab Simulink Comparative Study on DWT-OFDM and FFT- OFDM Simulation Using Matlab Simulink Manjunatha K #1, Mrs. Reshma M *2 #1 M.Tech Student, Dept of DECS, Visvedvaraya Institute of Advanced Technology (VIAT), Muddenahalli

More information

Fine-grained Channel Access in Wireless LAN. Cristian Petrescu Arvind Jadoo UCL Computer Science 20 th March 2012

Fine-grained Channel Access in Wireless LAN. Cristian Petrescu Arvind Jadoo UCL Computer Science 20 th March 2012 Fine-grained Channel Access in Wireless LAN Cristian Petrescu Arvind Jadoo UCL Computer Science 20 th March 2012 Physical-layer data rate PHY layer data rate in WLANs is increasing rapidly Wider channel

More information

Background: Cellular network technology

Background: Cellular network technology Background: Cellular network technology Overview 1G: Analog voice (no global standard ) 2G: Digital voice (again GSM vs. CDMA) 3G: Digital voice and data Again... UMTS (WCDMA) vs. CDMA2000 (both CDMA-based)

More information

Introduction to WiMAX Dr. Piraporn Limpaphayom

Introduction to WiMAX Dr. Piraporn Limpaphayom Introduction to WiMAX Dr. Piraporn Limpaphayom 1 WiMAX : Broadband Wireless 2 1 Agenda Introduction to Broadband Wireless Overview of WiMAX and Application WiMAX: PHY layer Broadband Wireless Channel OFDM

More information

Analysis of Interference & BER with Simulation Concept for MC-CDMA

Analysis of Interference & BER with Simulation Concept for MC-CDMA IOSR Journal of Electronics and Communication Engineering (IOSR-JECE) e-issn: 2278-2834,p- ISSN: 2278-8735.Volume 9, Issue 4, Ver. IV (Jul - Aug. 2014), PP 46-51 Analysis of Interference & BER with Simulation

More information

Fast Fourier Transform: VLSI Architectures

Fast Fourier Transform: VLSI Architectures Fast Fourier Transform: VLSI Architectures Lecture Vladimir Stojanović 6.97 Communication System Design Spring 6 Massachusetts Institute of Technology Cite as: Vladimir Stojanovic, course materials for

More information

On the design of an FPGA-Based OFDM modulator for IEEE a

On the design of an FPGA-Based OFDM modulator for IEEE a 2005 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or

More information

ISSN Vol.07,Issue.01, January-2015, Pages:

ISSN Vol.07,Issue.01, January-2015, Pages: ISSN 2348 2370 Vol.07,Issue.01, January-2015, Pages:0073-0081 www.ijatir.org MDC FFT/IFFT Processor with Variable Length for MIMO-OFDM Systems VEMU SHIRDI SAIPRABHU 1, P.GOPALA REDDY 2 1 PG Scholar, Sri

More information

Improving the Data Rate of OFDM System in Rayleigh Fading Channel Using Spatial Multiplexing with Different Modulation Techniques

Improving the Data Rate of OFDM System in Rayleigh Fading Channel Using Spatial Multiplexing with Different Modulation Techniques 2009 International Symposium on Computing, Communication, and Control (ISCCC 2009) Proc.of CSIT vol.1 (2011) (2011) IACSIT Press, Singapore Improving the Data Rate of OFDM System in Rayleigh Fading Channel

More information

Adoption of this document as basis for broadband wireless access PHY

Adoption of this document as basis for broadband wireless access PHY Project Title Date Submitted IEEE 802.16 Broadband Wireless Access Working Group Proposal on modulation methods for PHY of FWA 1999-10-29 Source Jay Bao and Partha De Mitsubishi Electric ITA 571 Central

More information

Performance Evaluation of Wireless Communication System Employing DWT-OFDM using Simulink Model

Performance Evaluation of Wireless Communication System Employing DWT-OFDM using Simulink Model Performance Evaluation of Wireless Communication System Employing DWT-OFDM using Simulink Model M. Prem Anand 1 Rudrashish Roy 2 1 Assistant Professor 2 M.E Student 1,2 Department of Electronics & Communication

More information

BER Analysis for MC-CDMA

BER Analysis for MC-CDMA BER Analysis for MC-CDMA Nisha Yadav 1, Vikash Yadav 2 1,2 Institute of Technology and Sciences (Bhiwani), Haryana, India Abstract: As demand for higher data rates is continuously rising, there is always

More information

Study on OFDM Symbol Timing Synchronization Algorithm

Study on OFDM Symbol Timing Synchronization Algorithm Vol.7, No. (4), pp.43-5 http://dx.doi.org/.457/ijfgcn.4.7..4 Study on OFDM Symbol Timing Synchronization Algorithm Jing Dai and Yanmei Wang* College of Information Science and Engineering, Shenyang Ligong

More information

EC 551 Telecommunication System Engineering Mohamed Khedr

EC 551 Telecommunication System Engineering Mohamed Khedr EC 551 Telecommunication System Engineering Mohamed Khedr http://webmail.aast.edu/~khedr Syllabus Tentatively Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8 Week 9 Week 10 Week 11 Week 12 Week

More information

A RobustJitter Noise Power Reduction in Ultra-Speed Optical OFDM Systems

A RobustJitter Noise Power Reduction in Ultra-Speed Optical OFDM Systems A RobustJitter oise Power Reduction in Ultra-Speed Optical OFDM Systems GottemukkalaTherisa 1, Y Venkata Adi Satyanarayana ¹PG Scholar in DECS, Dr Samuel George Institute of Engineering and Technology,

More information

Low power and Area Efficient MDC based FFT for Twin Data Streams

Low power and Area Efficient MDC based FFT for Twin Data Streams RESEARCH ARTICLE OPEN ACCESS Low power and Area Efficient MDC based FFT for Twin Data Streams M. Hemalatha 1, R. Ashok Chaitanya Varma 2 1 ( M.Tech -VLSID Student, Department of Electronics and Communications

More information

EC 551 Telecommunication System Engineering. Mohamed Khedr

EC 551 Telecommunication System Engineering. Mohamed Khedr EC 551 Telecommunication System Engineering Mohamed Khedr http://webmail.aast.edu/~khedr 1 Mohamed Khedr., 2008 Syllabus Tentatively Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8 Week 9 Week

More information

Reconfigurable Architecture based on FPGA for OFDM Transmitter

Reconfigurable Architecture based on FPGA for OFDM Transmitter Reconfigurable Architecture based on FPGA for OFDM Transmitter L. Orozco-Galvan, R. Parra-Michel Dept. of Electrical Engineering CINVESTAV-GDL Zapopan, Jalisco, México {lorozco, rparra}@gdl.cinvestav.mx

More information

Ammar Abu-Hudrouss Islamic University Gaza

Ammar Abu-Hudrouss Islamic University Gaza Wireless Communications n Ammar Abu-Hudrouss Islamic University Gaza ١ Course Syllabus References 1. A. Molisch,, Wiely IEEE, 2nd Edition, 2011. 2. Rappaport, p : Principles and Practice, Prentice Hall

More information

ISSN: (Online) Volume 2, Issue 6, June 2014 International Journal of Advance Research in Computer Science and Management Studies

ISSN: (Online) Volume 2, Issue 6, June 2014 International Journal of Advance Research in Computer Science and Management Studies ISSN: 2321-7782 (Online) Volume 2, Issue 6, June 2014 International Journal of Advance Research in Computer Science and Management Studies Research Article / Survey Paper / Case Study Available online

More information

WiMAX: , e, WiBRO Introduction to WiMAX Measurements

WiMAX: , e, WiBRO Introduction to WiMAX Measurements Products: R&S FSQ, R&S SMU, R&S SMJ, R&S SMATE WiMAX: 802.16-2004, 802.16e, WiBRO Introduction to WiMAX Measurements Application Note 1EF57 The new WiMAX radio technology worldwide interoperability for

More information

Implementation of OFDM System Using FFT and IFFT

Implementation of OFDM System Using FFT and IFFT Implementation of OFDM System Using FFT and IFFT Ajay Kumar Mukiri PG Scholar, Dept of Electronics and Communication Engineering, Rao & Naidu Engineering College, AP, India. Siddavarapu Anil Kumar Assistant

More information

High Performance Fbmc/Oqam System for Next Generation Multicarrier Wireless Communication

High Performance Fbmc/Oqam System for Next Generation Multicarrier Wireless Communication IOSR Journal of Engineering (IOSRJE) ISS (e): 50-0, ISS (p): 78-879 PP 5-9 www.iosrjen.org High Performance Fbmc/Oqam System for ext Generation Multicarrier Wireless Communication R.Priyadharshini, A.Savitha,

More information

Anju 1, Amit Ahlawat 2

Anju 1, Amit Ahlawat 2 Orthogonal Frequency Division Multiplexing Anju 1, Amit Ahlawat 2 1 Hindu College of Engineering, Sonepat 2 Shri Baba Mastnath Engineering College Rohtak Abstract: OFDM was introduced in the 1950s but

More information

ENHANCING BER PERFORMANCE FOR OFDM

ENHANCING BER PERFORMANCE FOR OFDM RESEARCH ARTICLE OPEN ACCESS ENHANCING BER PERFORMANCE FOR OFDM Amol G. Bakane, Prof. Shraddha Mohod Electronics Engineering (Communication), TGPCET Nagpur Electronics & Telecommunication Engineering,TGPCET

More information

A Polling Based Approach For Delay Analysis of WiMAX/IEEE Systems

A Polling Based Approach For Delay Analysis of WiMAX/IEEE Systems A Polling Based Approach For Delay Analysis of WiMAX/IEEE 802.16 Systems Archana B T 1, Bindu V 2 1 M Tech Signal Processing, Department of Electronics and Communication, Sree Chitra Thirunal College of

More information

Implementation of Orthogonal Frequency Division Multiplexing with FPGA

Implementation of Orthogonal Frequency Division Multiplexing with FPGA University of Arkansas, Fayetteville ScholarWorks@UARK Theses and Dissertations 5-2012 Implementation of Orthogonal Frequency Division Multiplexing with FPGA Qi Hao Yang University of Arkansas, Fayetteville

More information

University of Bristol - Explore Bristol Research. Peer reviewed version. Link to published version (if available): /VETECF.2008.

University of Bristol - Explore Bristol Research. Peer reviewed version. Link to published version (if available): /VETECF.2008. Tran, M., Zaggoulos, G., Nix, AR., & Doufexi, A. (008). Mobile WiMAX: performance analysis and comparison with experimental results. IEEE 8th Vehicular Technology Conference, 008 (VTC 008-Fall), -. https://doi.org/0.09/vetecf.008.8

More information

An OFDM Transmitter and Receiver using NI USRP with LabVIEW

An OFDM Transmitter and Receiver using NI USRP with LabVIEW An OFDM Transmitter and Receiver using NI USRP with LabVIEW Saba Firdose, Shilpa B, Sushma S Department of Electronics & Communication Engineering GSSS Institute of Engineering & Technology For Women Abstract-

More information

IMPLEMENTATION OF SOFTWARE-BASED 2X2 MIMO LTE BASE STATION SYSTEM USING GPU

IMPLEMENTATION OF SOFTWARE-BASED 2X2 MIMO LTE BASE STATION SYSTEM USING GPU IMPLEMENTATION OF SOFTWARE-BASED 2X2 MIMO LTE BASE STATION SYSTEM USING GPU Seunghak Lee (HY-SDR Research Center, Hanyang Univ., Seoul, South Korea; invincible@dsplab.hanyang.ac.kr); Chiyoung Ahn (HY-SDR

More information

ORTHOGONAL frequency division multiplexing (OFDM)

ORTHOGONAL frequency division multiplexing (OFDM) 144 IEEE TRANSACTIONS ON BROADCASTING, VOL. 51, NO. 1, MARCH 2005 Performance Analysis for OFDM-CDMA With Joint Frequency-Time Spreading Kan Zheng, Student Member, IEEE, Guoyan Zeng, and Wenbo Wang, Member,

More information

DSP IMPLEMENTATION OF HIGH SPEED WLAN USING OFDM

DSP IMPLEMENTATION OF HIGH SPEED WLAN USING OFDM DSP IMPLEMENTATION OF HIGH SPEED WLAN USING OFDM M. Fahim Tariq, Tony Horseman, Andrew Nix Centre for Communications Research, University of Bristol, Merchant Venturers Building, Woodland Road, Bristol

More information

An Efficient Design of Parallel Pipelined FFT Architecture

An Efficient Design of Parallel Pipelined FFT Architecture www.ijecs.in International Journal Of Engineering And Computer Science ISSN:2319-7242 Volume 3, Issue 10 October, 2014 Page No. 8926-8931 An Efficient Design of Parallel Pipelined FFT Architecture Serin

More information

16QAM Symbol Timing Recovery in the Upstream Transmission of DOCSIS Standard

16QAM Symbol Timing Recovery in the Upstream Transmission of DOCSIS Standard IEEE TRANSACTIONS ON BROADCASTING, VOL. 49, NO. 2, JUNE 2003 211 16QAM Symbol Timing Recovery in the Upstream Transmission of DOCSIS Standard Jianxin Wang and Joachim Speidel Abstract This paper investigates

More information

Orthogonal Frequency Division Multiplexing & Measurement of its Performance

Orthogonal Frequency Division Multiplexing & Measurement of its Performance Available Online at www.ijcsmc.com International Journal of Computer Science and Mobile Computing A Monthly Journal of Computer Science and Information Technology IJCSMC, Vol. 5, Issue. 2, February 2016,

More information

Performance Analysis of OFDM System in Multipath Fading Environment

Performance Analysis of OFDM System in Multipath Fading Environment Performance Analysis of OFDM System in Multipath Fading Environment Kratika Gupta riyagupta180@yahoo.com Pratibha Nagaich pratibha.nagaich@trubainstitute.ac.in Abstract A detailed study of the OFDM technique

More information

Performance of COFDM Technology for the Fourth Generation (4G) of Mobile System with Convolutional Coding and Viterbi Decoding

Performance of COFDM Technology for the Fourth Generation (4G) of Mobile System with Convolutional Coding and Viterbi Decoding www.ijcsi.org 136 Performance of COFDM Technology for the Fourth Generation (4G) of Mobile System with Convolutional Coding and Viterbi Decoding Djamel Slimani (1) and Mohammed Fahad Alsharekh (2) (1)

More information

Planning of LTE Radio Networks in WinProp

Planning of LTE Radio Networks in WinProp Planning of LTE Radio Networks in WinProp AWE Communications GmbH Otto-Lilienthal-Str. 36 D-71034 Böblingen mail@awe-communications.com Issue Date Changes V1.0 Nov. 2010 First version of document V2.0

More information

Lecture 13. Introduction to OFDM

Lecture 13. Introduction to OFDM Lecture 13 Introduction to OFDM Ref: About-OFDM.pdf Orthogonal frequency division multiplexing (OFDM) is well-known to be effective against multipath distortion. It is a multicarrier communication scheme,

More information

Wireless Physical Layer Concepts: Part III

Wireless Physical Layer Concepts: Part III Wireless Physical Layer Concepts: Part III Raj Jain Professor of CSE Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu These slides are available on-line at: http://www.cse.wustl.edu/~jain/cse574-08/

More information

ECS455: Chapter 6 Applications

ECS455: Chapter 6 Applications ECS455: Chapter 6 Applications 6.2 WiMAX 1 Dr.Prapun Suksompong prapun.com/ecs455 Office Hours: BKD 3601-7 Wednesday 15:30-16:30 Friday 9:30-10:30 Advanced Mobile Wirless Systems (IEEE) (Ultra Mobile Broadband)

More information