Peak-to-Average Power ratio of IEEE a PHY layer Signals

Size: px
Start display at page:

Download "Peak-to-Average Power ratio of IEEE 802.11a PHY layer Signals"

Transcription

1 Peak-to-Averae Power ratio of IEEE 802.a PHY layer Sinals A. D. S. Jayalath and C. Tellambura School of Computer Science and Software Enineerin Monash University, Clayton, VIC, Abstract In this paper, we propose clippin with amplitude and phase chanes of the sinal points to reduce the peak-to-averae power ratio (PAR) of orthoonal frequency division multiplexed (OFDM) sinals in hih-speed wireless local area networks defined in IEEE 802.a physical layer. The proposed technique can be implemented with a small modification at the transmitter and the receiver remains standard compliant. PAR reduction as much as db can be achieved by selectin a suitable clippin ratio and a correction factor dependin on the constellation used. Out of band noise (OB) is also reduced. Key WordsOFDM, Peak-to-averae power ratio, IEEE 802.a PHY. I. ITRODUCTIO With a rapidly rowin demand for wireless communications, much research has been expended on providin efficient and reliable hih-data-rate wireless services. The IEEE 802. standard for wireless local area networks (WLA) was first established in 997, and it supported data rates of Mb/s and 2Mb/s in indoor wireless environments. In comparison to 00Mb/s Ethernet, the 2Mb/s data rate is relatively slow and is not sufficient for most multimedia applications. Recently, the IEEE 802. WLA standard roup finalized the IEEE Standard 802.a, which has an OFDM physical layer for indoor wireless data communications []. The data rates of IEEE 802.a rane from 6Mb/s up to 5Mb/s. This new standard can provide almost all multimedia communication services in indoor wireless environments. However, two limitations of OFDM based systems are often asserted. Firstly, due to the nonlinearities of transmitter power amplifiers, hih PAR values of the OFDM sinal enerates hih OB. There are restrictions imposed by the Federal Communications Commission and other reulatory bodies on the level of these spurious transmissions. These restrictions impose a maximum output power limitation. This output power limitation corresponds to what is known as power amplifier back-off. Further more nonlinearities of amplifier cause inband distortion of the sinal ivin hiher bit error rates (BER). 6-quadrature amplitude modulation (6-QAM) modulation is used in IEEE.a PHY for 8Mb/s and 5Mb/s transmission. This modulation scheme is hihly sensitive to distortions due small Euclidian distances between sinal points. Thus IEEE 802.a WLA devices may need power amplifiers with lare back off, which are inefficient and bulky. Overcomin this problem requires reducin the PAR of OFDM sinals. Secondly, OFDM is hihly sensitive to frequency off-set errors. However, frequency offset due to the mobility of the terminal is neliible in WLA environments, owin to very low speeds of the mobile. Clippin of hih peaks increases the in-band distortion and the OB. In [2] several modulation schemes are examined and effects of amplitude limitin is presented. A controlled amount of limitin is permissible in many cases. Clippin an oversampled sinal produces less in-band noise but the OB will increase [3]. Performance evaluation of clipped OFDM symbol with and without oversamplin is presented in []. Two extra oversampled DFT operation are used in the transmitter to filter the OB due to clippin. Oversamplin is necessary to avoid peak rerowth after filterin. Similar PAR reduction scheme based on clippin and filterin an oversampled sinal is presented in [5]. Two oversampled inverse fast Fourier transform (IFFT) operations are used to interpolate and perform frequency domain filterin after clippin. This reduces the amount of OB. Increased BER due to clippin may be reduced usin forward error correction codin. Thus, a system based on clippin and forward error correction is proposed in [6]. Decision aided reconstruction (DAR) is proposed in [7] for mitiatin the clippin noise. The receiver is assumed to know the clippin level. DAR is an iterative reconstruction technique, which increases the receiver complexity. Several discrete Fourier transform (DFT) operations are performed at the receiver before reconstructin the oriinal sinal. For baseband transmission, an approximation for the resultin increase in BER is iven in [8], but spectral distribution of the distortion is not considered. References [9, 0] consider the spectral spreadin but only for real valued discrete multitone (DMT) sinals. The deradation due to clippin of an OFDM sinal is analyzed in []. Extensive research has been undertaken to understand the effect of hih power amplifier (HPA)

2 G I nonlinear distortion in OFDM systems [2, 3]. Compared to other PAR reduction schemes clippin based techniques are simple to implement. A PAR reduction usin sinal clippin and phase correction at the transmitter is proposed in []. The basic idea is as follows. Let the IFFT of the modu- lated symbol sequence be. Here we assume quadrature phase shift keyin (QPSK). The sequence is clipped to a desired level, and the IDFT is taken. Because "! # of the clippin. The key idea in [] is to apply phase correction to such that both and have identical phases. This is done by multiplyin with $%&('*),+.- '*)0/ where and are the phases of and. The idea of this phase correction is to limit OB and BER deradation. Of course, we cannot make the amplitude equal to the oriinal sinal manitude. Then we would be back to the oriinal input sequence. Finally, the IDFT of the phase-corrected sequence is used to enerate the transmitted sinal. ote that only samples per each OFDM symbols are enerated. Clippin those to a low level does not uarantee that the peaks of the output sinals are reduced to the same level. This paper presents three enhancements to the method proposed in []. First, we oversample the OFDM sinal by a factor of 2. Oversamplin will lead to reater robustness aainst peak rerowth. Oversamplin is implemented usin 2 -lenth IDFTs. Secondly, the phase correction is controlled (additional parameter 3 ) and is applied only if the difference between and exceeds 3. Third, if the amplitude deviates too much from the oriinal sinal amplitude (as measure by a parameter ), an amplitude adjustment is applied. The BER deradation caused is thus neliible and the OB is reduced considerably. This approach is more eneral than []. For instance the special case in our scheme represented by 65 and 3 =0 corresponds to []. We then apply this new scheme in IEEE 802.a PHY transmit sinals and evaluate the performance. II. A OFDM SYSTEM AD PEAK-TO-AVERAGE POWER RATIO (PAR) 7 8 "9 A block of symbols,, is 7 ; 9 formed with each symbol modulatin one of a set of subcarriers with frequency,. The subcarriers are chosen to be orthoonal, that is 8 =< where is the OFDM symbol duration. The complex baseband sinal can be expressed as?bdc E F +H KJML $ %OP*)0Q SR C RT@U () FEC CODER Interleavin + Mappin Oversampled IFFT L ew block AMP and Phase chane A -A Soft limiter (SL) L IFFT Oversampled FFT Symbol Wave Shapin Amplitude and Phase Adjustments Fi.. IEEE 802.a Transmitter. This sinal can be enerated by takin an point V inverse discrete Fourier transform (IDFT) of the block followed by low pass filterin. The actual transmitted sinal is modelled as real W?BDC E $%OP X*QZY, where K[ is the carrier frequency. The PAR of the transmitted sinal in () can be defined as \ ^] c d _0`ba?BDC E a (2) a?bdc E a e c d where e is the expected value of. The PAR of the continuous-time OFDM sinal cannot be computed precisely by the use of the yquist samplin rate [5], which amounts to samples per symbol. In this case, sinal peaks are missed and PAR reduction estimates are unduly optimistic. Oversamplin by a factor of is sufficiently accurate. III. IEEE 802.f SYSTEM DESCRIPTIO The IEEE 802. transmitter with the proposed PAR reduction scheme is presented in Fiure. Input data is first mapped into symbols ( ) and serial to parallel converted. Then a 2 point oversampled IFFT is taken. The output of oversampled IFFT is clipped accordin the clippin ratio selected. A second 2 point fast Fourier transform (FFT) is taken to et the clipped sample points back to frequency domain. We will now select samples correspondin to the oriinal sinals ( ). The clippin of the sinal causes dispersion of the sinal points. If we do not clip the sinal, the oriinal symbols ( ) will be reenerated at this point. ext, we adjust the phase and the amplitude of these sinal points such that they are confined V to a smaller reion around the oriinal sinal points. Let us define an arbitrary sinal point of the iven constellation havin amplitude and phase and as shown in Fiure 2. Then phase, and amplitude of each sinal point is adjusted accordin to the followin rules. If the amplitude of deviates from by more than, the corrected amplitude will be adjusted as follows. ihj k lj bm n n p n else.o.o IQ Mod (3)

3 3 lj L Fi. 2. Amplitude and phase adjustment parameters. where. If the phase of the clipped sinal deviates by 3 or more from the phase of the oriinal sinal points, the phase is also adjusted. 3 is calculated from the iven as follows k hj where _ +H m Vo 3 Vo else () (5). At this point we have a new symbol sequence optimized for lower PAR. This new scheme needs two extra oversampled-ifft operations at the transmitter. However, o modifications are needed at the receiver. TABLE I IEEE 802. PHY PARAMETERS Information data rate 6,9,2,2,36 8 and 5 Mb/s Modulation BPSK-OFDM QPSK-OFDM 6-QAM-OFDM 6-QAM-OFDM FEC code Convolutional rate /2, (K=7) Code rates /2, 2/3,3/ Total umber of sub carriers 52 umber of pilot subcarriers OFDM symbol duration Guard interval 0.8 Sinal bandwidth 6.6 MHz IV. CLIPPIG HIGH PEAKS A soft limiter (SL) described below is used to clip the sinal peaks. The nonlinear characteristics of an SL can Fi. 3. Sinal distortion at db clippin of 8Mb/s Sinals. be written as where $% a a a a R o SR VR ^ (6) is the clippin level and is the phase anle of the sample M and is the clipped output sequence. The clippin ratio is defined as Clippin ratio H V. RESULTS c d a a e db (7) Simulation results were obtained for different transmit sinals. As IEEE 802.a transmit sinals utilize four constellations (binary phase shift keyin (BPSK), QPSK, 6-QAM and 6-QAM), simulations are performed for data rates involvin these constellations except for BPSK. Clippin has little effect on BPSK OFDM. Fiure 3 depicts the constellation of a 8Mb/s transmitted sinal passin throuh a SL with a db back off. The distortion of the sinal is clearly evident. Fiure shows the amplitude and phase corrected sinal after db clippin with correction factor ;. The distortion of the sinal reduces sinificantly dependin on the value of the correction factor. Fiure 5 depicts the complementary cumulative distribution function of the PAR of the 8Mb/s sinal. PAR is reduced by more than db with the db clippin, but with a severely distorted sinal. Phase and amplitude correction reduces the distortion of the sinal points but derades the PAR statistics. A 3dB ain in PAR statistics is obtained when, while this ain is around 2dB when at + of CCDF. Clippin with suitable phase and amplitude correction can achieve a sinificant PAR reduction. We also examined the performance of other schemes. Fiure 6 depicts the 36Mb/s sinal constellation after passin throuh a SL with 2dB clippin. As 6-QAM

4 Fi.. Corrected sinal constellation at db clippin (8Mb/s and ). Fi. 6. Sinal distortion at 2dB clippin of 36Mb/s Sinals Without adjustments Without clippin 0 2 alpha=0.02 fra replacements alpha= Fi. 5. CCDF of the 8Mb/s sinals with db clippin. is less condensed than the constellation for 8Mb/s or 5Mb/s (6-QAM), we can allow for hiher clippin ratios. Fiure 7 shows the amplitude and phase corrected sinal constellation. The amplitude and phase distortion is reatly reduced when the correction factor. Fiure 8 depicts the CCDF of PAR of the transmitted sinals. The PAR statistics improve as before. The correction factor is chosen as and with clippin at 2dB. These parameters correspond to PAR statistics improvements of 3dB and db respectively. When the simulations are performed for 2Mb/s sinals we could observe far better performance improve- ments. The constellation in 2Mb/s sinal is less dense than the two other schemes before and allows reater flexibility in selectin correction factor PSfra. Hih replacements values of ive out hih PAR reduction. When the ; ^ about 5dB ain is observed while this was more than 3dB when. ext we observe the power spectral density (PSD) of the transmitted sinal when passin throuh a non- Fi. 7. Corrected sinal constellation at 2dB clippin (36Mb/s and ) Without adjustments alpha=0.5 alpha=0. Without clippin Fi. 8. CCDF of the 36Mb/s sinals with 2dB clippin.

5 @ 5 e e 0 0 Ordinary Sinals Modified Sinals dB Power spectral density dB 7dB 5dB 5dB 9dB 3dB dB ormalized frequency B n Fi. 9. Sinal distortion at 2dB clippin of 2 Mb/s Sinals. Fi. 2. Power spectral density when passin throuh a non-linear amplifier. fra replacements Fi. 0. Corrected sinal constellation at 2dB clippin (2Mb/s and ) Without adjustments alpha=0.2 alpha=0. Without clippin Fi.. CCDF of the 2 Mb/s sinals with 2dB clippin. linear power amplifier. The input output relationship of power amplifiers can be modelled as d d d m B E e 8 (8) where is the clippin level, is the amplitude of the sinal input and and denote the amplitude and the phase at the output respectively. The parameter controls the smoothness of the transition from the linear reion to the limitin or saturation reion. When, this model approximates the SL characteristics. For PSD results, it is convenient to define the normalized bandwidth B < > where is the OFDM symbol duration. In Fiure 2, 2 Mb/s sinal with 2dB clippin and correction factor is compared with an ordinary transmitted sinal. The back-off of the power amplifier is set at different levels (3dB, 5dB, 7dB and 9dB). When the back off is very low (3dB) very sliht improvement in OB is observed. OB is reduced by about 8dB when the back-off is at 5dB. Similarly, OB reduces sinificantly with the increase in back-off at a faster rate compared to the ordinary sinal. Therefore the back-off of the amplifier can be reduced sinificantly by usin this technique. Selection of initial clippin ratio and the correction factor depends on the sinal constellation bein used. Therefore, by selectin a suitable clippin level and a proper phase an amplitude correction factor sinificant PAR reduction is achieved without causin sinificant BER deradation. This is a desired feature in portable devices in WLAs, where power efficient transmitter power amplifiers are essential.

6 VI. COCLUSIO A technique based on clippin with amplitude and phase chanes to reduce the PAR of OFDM based WLA sinals defined in the IEEE 802.a physical layer is presented in this paper. The proposed technique is capable of reducin the PAR by 3-dB by selectin a suitable clippin level and amplitude and phase correction factor. It can be implemented with a sliht increase in the complexity at the transmitter. This involves with insertion of two additional DFT operations and soft limiter at the transmitter. The receiver remains standard compliant. REFERECES [] IEEE Std 802.a-999 (supplement to IEEE Std , Part II Wireless LA medium access control (MAC) and physical layer PHY specifications Hih speed physical layer in 5 GHz bnad, tech. rep., IEEE, Sept [2] D. W. Bennett, P. B. Keninton, and R. J. Wilkinson, Distortion effects of multicarrier envelope limitin, IEE Proc. Commun., vol., pp , Oct [3] X. Li and L. J. Cimini, Effects of clippin and filterin on the performance of OFDM, IEEE Commun. Lett., vol. 2, pp. 3 33, May 998. [] H. Ochiai and H. Imai, On the clippin for peak power reduction of OFDM sinals, in IEEE GLOBECOM, (San Fracisco, USA), pp , IEEE, [5] J. Armstron, ew OFDM peak-to-averae power reduction scheme, in IEEE Vehicular Technoloy Conference, (http// ja/pubs.htm), IEEE, May 200. [6] D. Wulich and L. Goldfeld, Reduction of peak factor in orthoonal multicarrier modulation by amplitude limittin and codin, IEEE Trans. Commun., vol. 7, pp. 8 2, Jan [7] D. Kim and G. L. Stuber, Clippin noise mitiation for OFDM by decision-aided reconstruction, IEEE Commun. Lett., vol. 3, pp. 6, Jan [8] R. O eill and L. B. Lopes, Performance of amplitude limited multitone sinals, in IEEE Vehicular Technoloy Conference, (ew York, Y, USA), pp , IEEE, 99. [9] D. J. G. Mestdah, P. Spruyt, and B. U. Brain, Analysis of clippin effect in DMT-based ADSL systems, in IEEE ICC, (ew York, Y, USA), pp , IEEE, 99. [0] R. Gross and D. Veeneman, SR and spectral properties for a clipped DMT ADSL sinal, in IEEE ICC, (ew York, Y, USA), pp , IEEE, 99. [] M. Friese, On the deradation of OFDM-sinals due to peakclippin in optimally predistorted power amplifiers, in IEEE GLOBECOM, (Sydney, Australia), pp , IEEE, 998. [2] E. Boenfeld, R. Valentin, K. Metzer, and W. Sauer-Greff, Influence of nonlinear HPA on trellsi-coded OFDM for terrestrial broadcastin of diital HDTV, in IEEE GLOBECOM, (ew York, Y, USA), pp , IEEE, 993. [3] G. Santella and F. Mazzena, A hybrid analytical-simulation procedure for performance evaluation in M-QAM-OFDM schemes in presence of nonlinear distortions, IEEE Trans. Veh. Technol., vol. 7, pp. 2 5, Feb [] M. C. D. Maddocks and P. Shelswell, Shelswell Diital sinal transmission system usin frequency division multiplex. U. S. Patent U. S. Patent US , 997. [5] C. Tellambura, Phase optimization criterion for reducin peakto-averae power ratio in OFDM, IEE Elect. Lett., vol. 3, pp , Jan. 998.

International Journal of Computer Sciences and Engineering. Research Paper Volume-4, Issue-4 E-ISSN: 2347-2693

International Journal of Computer Sciences and Engineering. Research Paper Volume-4, Issue-4 E-ISSN: 2347-2693 International Journal of Computer Sciences and Engineering Open Access Research Paper Volume-4, Issue-4 E-ISSN: 2347-2693 PAPR Reduction Method for the Localized and Distributed DFTS-OFDM System Using

More information

Efficient Data Recovery scheme in PTS-Based OFDM systems with MATRIX Formulation

Efficient Data Recovery scheme in PTS-Based OFDM systems with MATRIX Formulation Efficient Data Recovery scheme in PTS-Based OFDM systems with MATRIX Formulation Sunil Karthick.M PG Scholar Department of ECE Kongu Engineering College Perundurau-638052 Venkatachalam.S Assistant Professor

More information

PAPR Reduction for 3FPP LTE OFDMA System

PAPR Reduction for 3FPP LTE OFDMA System Universal Journal of Communications and Network 1(1): -6, 013 DOI: 10.13189/ujcn.013.010104 http://www.hrpub.org PAPR Reduction for 3FPP LTE OFDMA System D.M. Motiur Rahaman Rajshahi University of Engineering

More information

INTER CARRIER INTERFERENCE CANCELLATION IN HIGH SPEED OFDM SYSTEM Y. Naveena *1, K. Upendra Chowdary 2

INTER CARRIER INTERFERENCE CANCELLATION IN HIGH SPEED OFDM SYSTEM Y. Naveena *1, K. Upendra Chowdary 2 ISSN 2277-2685 IJESR/June 2014/ Vol-4/Issue-6/333-337 Y. Naveena et al./ International Journal of Engineering & Science Research INTER CARRIER INTERFERENCE CANCELLATION IN HIGH SPEED OFDM SYSTEM Y. Naveena

More information

Performance of Quasi-Constant Envelope Phase Modulation through Nonlinear Radio Channels

Performance of Quasi-Constant Envelope Phase Modulation through Nonlinear Radio Channels Performance of Quasi-Constant Envelope Phase Modulation through Nonlinear Radio Channels Qi Lu, Qingchong Liu Electrical and Systems Engineering Department Oakland University Rochester, MI 48309 USA E-mail:

More information

SC-FDMA and LTE Uplink Physical Layer Design

SC-FDMA and LTE Uplink Physical Layer Design Seminar Ausgewählte Kapitel der Nachrichtentechnik, WS 29/21 LTE: Der Mobilfunk der Zukunft SC-FDMA and LTE Uplink Physical Layer Design Burcu Hanta 2. December 29 Abstract The Long Term Evolution (LTE)

More information

A Performance Study of Wireless Broadband Access (WiMAX)

A Performance Study of Wireless Broadband Access (WiMAX) A Performance Study of Wireless Broadband Access (WiMAX) Maan A. S. Al-Adwany Department of Computer & Information Engineering, College of Electronics Engineering University of Mosul Mosul, Iraq maanaladwany@yahoo.com

More information

HD Radio FM Transmission System Specifications Rev. F August 24, 2011

HD Radio FM Transmission System Specifications Rev. F August 24, 2011 HD Radio FM Transmission System Specifications Rev. F August 24, 2011 SY_SSS_1026s TRADEMARKS HD Radio and the HD, HD Radio, and Arc logos are proprietary trademarks of ibiquity Digital Corporation. ibiquity,

More information

PAPR and Bandwidth Analysis of SISO-OFDM/WOFDM and MIMO OFDM/WOFDM (Wimax) for Multi-Path Fading Channels

PAPR and Bandwidth Analysis of SISO-OFDM/WOFDM and MIMO OFDM/WOFDM (Wimax) for Multi-Path Fading Channels PAPR and Bandwidth Analysis of SISO-OFDM/WOFDM and MIMO OFDM/WOFDM (Wimax) for Multi-Path Fading Channels Ahsan Adeel Lecturer COMSATS Institute of Information Technology Islamabad Raed A. Abd-Alhameed

More information

Module: Digital Communications. Experiment 784. DSL Transmission. Institut für Nachrichtentechnik E-8 Technische Universität Hamburg-Harburg

Module: Digital Communications. Experiment 784. DSL Transmission. Institut für Nachrichtentechnik E-8 Technische Universität Hamburg-Harburg Module: Digital Communications Experiment 784 DSL Transmission Institut für Nachrichtentechnik E-8 Technische Universität Hamburg-Harburg ii Table of Contents Introduction... 1 1 The DSL System... 2 1.1

More information

Department of Electrical and Computer Engineering Ben-Gurion University of the Negev. LAB 1 - Introduction to USRP

Department of Electrical and Computer Engineering Ben-Gurion University of the Negev. LAB 1 - Introduction to USRP Department of Electrical and Computer Engineering Ben-Gurion University of the Negev LAB 1 - Introduction to USRP - 1-1 Introduction In this lab you will use software reconfigurable RF hardware from National

More information

Public Switched Telephone System

Public Switched Telephone System Public Switched Telephone System Structure of the Telephone System The Local Loop: Modems, ADSL Structure of the Telephone System (a) Fully-interconnected network. (b) Centralized switch. (c) Two-level

More information

Optical Communications Research Group Department of Electronic and Computer Engineering University of Limerick, Ireland b

Optical Communications Research Group Department of Electronic and Computer Engineering University of Limerick, Ireland b Numerical Analysis of Pulse Pedestal and Dynamic Chirp Formation on Picosecond Modelocked Laser Pulses after Propaation throuh a Semiconductor Optical Amplifier Michael J. Connelly a Aislin M. Clarke b

More information

Time and Frequency Domain Equalization

Time and Frequency Domain Equalization Time and Frequency Domain Equalization Presented By: Khaled Shawky Hassan Under Supervision of: Prof. Werner Henkel Introduction to Equalization Non-ideal analog-media such as telephone cables and radio

More information

Non-Data Aided Carrier Offset Compensation for SDR Implementation

Non-Data Aided Carrier Offset Compensation for SDR Implementation Non-Data Aided Carrier Offset Compensation for SDR Implementation Anders Riis Jensen 1, Niels Terp Kjeldgaard Jørgensen 1 Kim Laugesen 1, Yannick Le Moullec 1,2 1 Department of Electronic Systems, 2 Center

More information

802.11a White Paper. Table of Contents. VOCAL Technologies, Ltd. Home page

802.11a White Paper. Table of Contents. VOCAL Technologies, Ltd. Home page VOCAL Technologies, Ltd. Home page 802.11a White Paper Table of Contents Page 1. Glossary... 2 2. Introduction to 802.11a... 3 3. 802.11a Overview... 4 4. 802.11a OFDM PHY specific service parameter list...

More information

Digital Modulation. David Tipper. Department of Information Science and Telecommunications University of Pittsburgh. Typical Communication System

Digital Modulation. David Tipper. Department of Information Science and Telecommunications University of Pittsburgh. Typical Communication System Digital Modulation David Tipper Associate Professor Department of Information Science and Telecommunications University of Pittsburgh http://www.tele.pitt.edu/tipper.html Typical Communication System Source

More information

MODULATION Systems (part 1)

MODULATION Systems (part 1) Technologies and Services on Digital Broadcasting (8) MODULATION Systems (part ) "Technologies and Services of Digital Broadcasting" (in Japanese, ISBN4-339-62-2) is published by CORONA publishing co.,

More information

ISDB-T Digital terrestrial broadcasting in Japan

ISDB-T Digital terrestrial broadcasting in Japan BROADCASTING TV Test Transmitter R&S SFQ / R&S SFL ISDB-T Digital terrestrial broadcasting in Japan The transition from analog to digital broadcast transmission is occurring everywhere: in broadband communication

More information

Adjacent Channel Interference. Adaptive Modulation and Coding. Advanced Mobile Phone System. Automatic Repeat Request. Additive White Gaussian Noise

Adjacent Channel Interference. Adaptive Modulation and Coding. Advanced Mobile Phone System. Automatic Repeat Request. Additive White Gaussian Noise Apéndice A. Lista de s ACI AM AMC AMPS ARQ AWGN BB BER BPSK BPF BW CCK CD CDMA CDPD COFDM CRL CSI CWTS Adjacent Channel Interference Amplitude Modulation Adaptive Modulation and Coding Advanced Mobile

More information

Chapter 1. Introduction

Chapter 1. Introduction Chapter 1 Introduction In recent years the growth of multimedia services and applications in digital data transmission has led to ever greater demands on throughput capacity of wired as well as wireless

More information

Hot Issues in Wireless Broadband Networking

Hot Issues in Wireless Broadband Networking Hot Issues in Wireless Broadband Networking Raj Jain Washington University in Saint Louis Saint Louis, MO 63131 Jain@wustl.edu These slides are available on-line at: http://www.cse.wustl.edu/~jain/talks/oe06.htm

More information

AN INTRODUCTION TO DIGITAL MODULATION

AN INTRODUCTION TO DIGITAL MODULATION AN INTRODUCTION TO DIGITAL MODULATION This article provides readers a simple overview of the various popular methods used in modulating a digital signal. The relative merits of each of these modulation

More information

Pilot-assisted Channel Estimation Without Feedback for Bi-directional Broadband ANC

Pilot-assisted Channel Estimation Without Feedback for Bi-directional Broadband ANC 2011 17th Asia-Pacific Conference on Communications APCC) 2nd 5th October 2011 Sutera Harbour Resort, Kota Kinabalu, Sabah, Malaysia Pilot-assisted Channel Estimation Without Feedback for Bi-directional

More information

LTE Uplink Transmission Scheme

LTE Uplink Transmission Scheme Rafal Surgiewicz Warsaw Univ. of Technology Electronics and Information Technology rafals@student.chalmers.se LTE Uplink Transmission Scheme Niklas Ström Chalmers Univ. of Technology Dept. of Computer

More information

ADVANCED APPLICATIONS OF ELECTRICAL ENGINEERING

ADVANCED APPLICATIONS OF ELECTRICAL ENGINEERING Development of a Software Tool for Performance Evaluation of MIMO OFDM Alamouti using a didactical Approach as a Educational and Research support in Wireless Communications JOSE CORDOVA, REBECA ESTRADA

More information

Performance of Multicast MISO-OFDM Systems

Performance of Multicast MISO-OFDM Systems Performance of Multicast MISO-OFDM Systems Didier Le Ruyet Electronics and Communications Lab CNAM, 292 rue Saint Martin 75141, Paris, France Email: leruyet@cnamfr Berna Özbek Electrical and Electronics

More information

Vector Signal Analyzer FSQ-K70

Vector Signal Analyzer FSQ-K70 Product brochure Version 02.00 Vector Signal Analyzer FSQ-K70 July 2004 Universal demodulation, analysis and documentation of digital radio signals For all major mobile radio communication standards: GSM

More information

An Investigation into Time-Domain Approach for OFDM Channel Estimation

An Investigation into Time-Domain Approach for OFDM Channel Estimation 240 IEEE TRANSACTIONS ON BROADCASTING, VOL. 46, NO. 4, DECEMBER 2000 An Investigation into Time-Domain Approach for OFDM Channel Estimation Hlaing Minn, Student Member and Vijay K. Bhargava, Fellow, IEEE

More information

Ralph L. Brooker, Member, IEEE. Andrew Corporation, Alexandria, VA 22314, USA

Ralph L. Brooker, Member, IEEE. Andrew Corporation, Alexandria, VA 22314, USA Spectral-Null Pulse Waveform For Characterizing Gain and Phase Distortion in Devices with Uncorrelated Frequency Translation or Limited CW Power Capability Ralph L. Brooker, Member, IEEE Andrew Corporation,

More information

A PEAK TO AVERAGE POWER RATIO (PAPR) REDUCTION IN OFDM SYSTEMS

A PEAK TO AVERAGE POWER RATIO (PAPR) REDUCTION IN OFDM SYSTEMS A PEAK TO AVERAGE POWER RATIO (PAPR) REDUCTION IN OFDM SYSTEMS RAMDAS P.KARHALE 1, PRADEEP N.NARWADE 2 1,Student, Electronics and Telecommunication, K.S.I.E.T,Hingoli,MH, India 2 Assistant Professor, Electronics

More information

Evolution from Voiceband to Broadband Internet Access

Evolution from Voiceband to Broadband Internet Access Evolution from Voiceband to Broadband Internet Access Murtaza Ali DSPS R&D Center Texas Instruments Abstract With the growth of Internet, demand for high bit rate Internet access is growing. Even though

More information

Main Ways to Enhance Throughput

Main Ways to Enhance Throughput 802.11n Sanna Puha Contents 1. Introduction 2. Ways to Enhance Throughput 3. MIMO operation 4. Structure of Operating Channel 5. MIMO Transmission Modes 6. Modulation Rates 7. Physical Transmission, PLCP:

More information

On the Influence of the Prediction Horizon in Dynamic Matrix Control

On the Influence of the Prediction Horizon in Dynamic Matrix Control International Journal of Control Science and Enineerin 203, 3(): 22-30 DOI: 0.5923/j.control.203030.03 On the Influence of the Prediction Horizon in Dynamic Matrix Control Jose Manue l Lope z-gue de,*,

More information

BROADCAST Trasmettitori / Transmitters DBH3 GAP FILLER

BROADCAST Trasmettitori / Transmitters DBH3 GAP FILLER INTRODUCTION The equipment described here below is a TRANSMITTER that allows to receive a signal coming from satellite, to demodulate it to have the ASI format, to present it into DVB-H standard by a DVB-H

More information

www.zte.com.cn VDSL2 A feasible Solution for Last Mile

www.zte.com.cn VDSL2 A feasible Solution for Last Mile www.zte.com.cn VDSL2 A feasible Solution for Last Mile Version Date Author Approved By Remarks V1.00 009-08-8 MichaelSong Not open to the Third Party 009 ZTE Corporation. All rights reserved. ZTE CONFIDENTIAL:

More information

How To Encode Data From A Signal To A Signal (Wired) To A Bitcode (Wired Or Coaxial)

How To Encode Data From A Signal To A Signal (Wired) To A Bitcode (Wired Or Coaxial) Physical Layer Part 2 Data Encoding Techniques Networks: Data Encoding 1 Analog and Digital Transmissions Figure 2-23.The use of both analog and digital transmissions for a computer to computer call. Conversion

More information

PHASE ESTIMATION ALGORITHM FOR FREQUENCY HOPPED BINARY PSK AND DPSK WAVEFORMS WITH SMALL NUMBER OF REFERENCE SYMBOLS

PHASE ESTIMATION ALGORITHM FOR FREQUENCY HOPPED BINARY PSK AND DPSK WAVEFORMS WITH SMALL NUMBER OF REFERENCE SYMBOLS PHASE ESTIMATION ALGORITHM FOR FREQUENCY HOPPED BINARY PSK AND DPSK WAVEFORMS WITH SMALL NUM OF REFERENCE SYMBOLS Benjamin R. Wiederholt The MITRE Corporation Bedford, MA and Mario A. Blanco The MITRE

More information

Introduction to Wireless LAN Measurements

Introduction to Wireless LAN Measurements Introduction to Wireless LAN Measurements Introduction to Wireless LAN Measurements 1 Table of Contents 1. History of Wireless LAN... 3 2. WLAN Physical Layer Characteristics... 5 Bands and Channels...5

More information

Measurement, Modeling and Simulation of Power Line Channel for Indoor High-speed Data Communications

Measurement, Modeling and Simulation of Power Line Channel for Indoor High-speed Data Communications Measurement, Modeling and Simulation of Power Line Channel for Indoor High-speed Data Communications Jong-ho Lee, Ji-hoon Park', Hyun-Suk Lee, Gi-Won Leett and Seong-cheol Kim School of Electrical and

More information

Noise Power and SNR Estimation for OFDM Based Wireless Communication Systems

Noise Power and SNR Estimation for OFDM Based Wireless Communication Systems Noise Power and SNR Estimation for OFDM Based Wireless Communication Systems Hüseyin Arslan Department of Electrical Engineering University of South Florida 422 E. Fowler Avenue Tampa, FL- 3362-535, USA

More information

Chap#5 (Data communication)

Chap#5 (Data communication) Chap#5 (Data communication) Q#1: Define analog transmission. Normally, analog transmission refers to the transmission of analog signals using a band-pass channel. Baseband digital or analog signals are

More information

Plastic Optical Fiber for In-Home communication systems

Plastic Optical Fiber for In-Home communication systems Plastic Optical Fiber for In-Home communication systems Davide Visani 29 October 2010 Bologna E-mail: davide.visani3@unibo.it Summary Reason for Fiber in the Home (FITH) FITH scenario Comparison of CAT5

More information

CNR Requirements for DVB-T2 Fixed Reception Based on Field Trial Results

CNR Requirements for DVB-T2 Fixed Reception Based on Field Trial Results CNR Requirements for DVB-T2 Fixed Reception Based on Field Trial Results Iñaki Eizmendi, Gorka Berjon-Eriz, Manuel Vélez, Gorka Prieto, Amaia Arrinda This letter presents the C/N requirements for DVB-T2

More information

18-759: Wireless Networks Lecture 18: Cellular. Overview

18-759: Wireless Networks Lecture 18: Cellular. Overview 18-759: Wireless Networks Lecture 18: Cellular Peter Steenkiste Departments of Computer Science and Electrical and Computer Engineering Spring Semester 2010 http://www.cs.cmu.edu/~prs/wirelesss10/ Peter

More information

4 Digital Video Signal According to ITU-BT.R.601 (CCIR 601) 43

4 Digital Video Signal According to ITU-BT.R.601 (CCIR 601) 43 Table of Contents 1 Introduction 1 2 Analog Television 7 3 The MPEG Data Stream 11 3.1 The Packetized Elementary Stream (PES) 13 3.2 The MPEG-2 Transport Stream Packet.. 17 3.3 Information for the Receiver

More information

Design of Bidirectional Coupling Circuit for Broadband Power-Line Communications

Design of Bidirectional Coupling Circuit for Broadband Power-Line Communications Journal of Electromagnetic Analysis and Applications, 2012, 4, 162-166 http://dx.doi.org/10.4236/jemaa.2012.44021 Published Online April 2012 (http://www.scirp.org/journal/jemaa) Design of Bidirectional

More information

ISI Mitigation in Image Data for Wireless Wideband Communications Receivers using Adjustment of Estimated Flat Fading Errors

ISI Mitigation in Image Data for Wireless Wideband Communications Receivers using Adjustment of Estimated Flat Fading Errors International Journal of Engineering and Management Research, Volume-3, Issue-3, June 2013 ISSN No.: 2250-0758 Pages: 24-29 www.ijemr.net ISI Mitigation in Image Data for Wireless Wideband Communications

More information

Two-slot Channel Estimation for Analog Network Coding Based on OFDM in a Frequency-selective Fading Channel

Two-slot Channel Estimation for Analog Network Coding Based on OFDM in a Frequency-selective Fading Channel Two-slot Channel Estimation for Analog Network Coding Bed on OFDM in a Frequency-selective Fading Channel Tom Sjödin Department of Computing Science Umeå University SE-901 87 Umeå Sweden Haris Gacanin

More information

Suppression of Four Wave Mixing in 8 Channel DWDM System Using Hybrid Modulation Technique

Suppression of Four Wave Mixing in 8 Channel DWDM System Using Hybrid Modulation Technique International Journal of Electronic and Electrical Engineering. ISSN 0974-2174, Volume 7, Number 2 (2014), pp. 97-108 International Research Publication House http://www.irphouse.com Suppression of Four

More information

A SIMULATION STUDY ON SPACE-TIME EQUALIZATION FOR MOBILE BROADBAND COMMUNICATION IN AN INDUSTRIAL INDOOR ENVIRONMENT

A SIMULATION STUDY ON SPACE-TIME EQUALIZATION FOR MOBILE BROADBAND COMMUNICATION IN AN INDUSTRIAL INDOOR ENVIRONMENT A SIMULATION STUDY ON SPACE-TIME EQUALIZATION FOR MOBILE BROADBAND COMMUNICATION IN AN INDUSTRIAL INDOOR ENVIRONMENT U. Trautwein, G. Sommerkorn, R. S. Thomä FG EMT, Ilmenau University of Technology P.O.B.

More information

Iterative Algorithm for Channel Re-Estimation and Data Recovery in Nonlinearly Distorted OFDM Systems

Iterative Algorithm for Channel Re-Estimation and Data Recovery in Nonlinearly Distorted OFDM Systems Acta Polytechnica Hungarica Vol. 7, No. 1, 2010 Iterative Algorithm for Channel Re-Estimation and Data Recovery in Nonlinearly Distorted OFDM Systems Ján Šterba *, Juraj Gazda *, Marc Deumal **, Dušan

More information

Lezione 6 Communications Blockset

Lezione 6 Communications Blockset Corso di Tecniche CAD per le Telecomunicazioni A.A. 2007-2008 Lezione 6 Communications Blockset Ing. Marco GALEAZZI 1 What Is Communications Blockset? Communications Blockset extends Simulink with a comprehensive

More information

Throughput Modeling in IEEE 802.11 WLAN-based Wireless Networks

Throughput Modeling in IEEE 802.11 WLAN-based Wireless Networks Throughput Modeling in IEEE 82.11 WLAN-based Wireless Networks Kirill Ermolov Aalto University Espoo, Finland kirill.ermolov@aalto.fi Abstract Wireless Local Area Networks (WLANs) are nowadays the most

More information

Implementing Digital Wireless Systems. And an FCC update

Implementing Digital Wireless Systems. And an FCC update Implementing Digital Wireless Systems And an FCC update Spectrum Repacking Here We Go Again: The FCC is reallocating 600 MHz Frequencies for Wireless Mics 30-45 MHz (8-m HF) 174-250 MHz (VHF) 450-960 MHz

More information

Digital Subscriber Line (DSL) Transmission Methods

Digital Subscriber Line (DSL) Transmission Methods Digital Subscriber Line (DSL) Transmission Methods 1. Overview... 1 2. SHDSL Transmission Methods... 1 SHDSL Transmission System Versions... 1 SHDSL Transmission Subsystem Structure... 1 SHDSL Modulation

More information

Study on Performance Analysis of CMOS RF front-end circuits for 2.4GHz Wireless Applications

Study on Performance Analysis of CMOS RF front-end circuits for 2.4GHz Wireless Applications Study on Performance Analysis of CMOS RF front-end circuits for 2.4GHz Wireless Applications M.Sumathi, 2 S.Malarvizhi Department of ECE,Sathyabama University,Chennai-9 Department/ECE, SRM University,

More information

Optimum Frequency-Domain Partial Response Encoding in OFDM System

Optimum Frequency-Domain Partial Response Encoding in OFDM System 1064 IEEE TRANSACTIONS ON COMMUNICATIONS, VOL 51, NO 7, JULY 2003 Optimum Frequency-Domain Partial Response Encoding in OFDM System Hua Zhang and Ye (Geoffrey) Li, Senior Member, IEEE Abstract Time variance

More information

INTRODUCTION TO COMMUNICATION SYSTEMS AND TRANSMISSION MEDIA

INTRODUCTION TO COMMUNICATION SYSTEMS AND TRANSMISSION MEDIA COMM.ENG INTRODUCTION TO COMMUNICATION SYSTEMS AND TRANSMISSION MEDIA 9/6/2014 LECTURES 1 Objectives To give a background on Communication system components and channels (media) A distinction between analogue

More information

Chapter 28B - EMF and Terminal P.D. A PowerPoint Presentation by Paul E. Tippens, Professor of Physics Southern Polytechnic State University

Chapter 28B - EMF and Terminal P.D. A PowerPoint Presentation by Paul E. Tippens, Professor of Physics Southern Polytechnic State University Chapter 28B - EMF and Terminal P.D. A PowerPoint Presentation by Paul E. Tippens, Professor of Physics Southern Polytechnic State University 2007 Objectives: After completin this module, you should be

More information

The Effect of Network Cabling on Bit Error Rate Performance. By Paul Kish NORDX/CDT

The Effect of Network Cabling on Bit Error Rate Performance. By Paul Kish NORDX/CDT The Effect of Network Cabling on Bit Error Rate Performance By Paul Kish NORDX/CDT Table of Contents Introduction... 2 Probability of Causing Errors... 3 Noise Sources Contributing to Errors... 4 Bit Error

More information

Implementation of Digital Signal Processing: Some Background on GFSK Modulation

Implementation of Digital Signal Processing: Some Background on GFSK Modulation Implementation of Digital Signal Processing: Some Background on GFSK Modulation Sabih H. Gerez University of Twente, Department of Electrical Engineering s.h.gerez@utwente.nl Version 4 (February 7, 2013)

More information

Mobile Communications Chapter 2: Wireless Transmission

Mobile Communications Chapter 2: Wireless Transmission Mobile Communications Chapter 2: Wireless Transmission Frequencies Signals Antennas Signal propagation Multiplexing Spread spectrum Modulation Cellular systems Prof. Dr.-Ing. Jochen Schiller, http://www.jochenschiller.de/

More information

Large-Capacity Optical Transmission Technologies Supporting the Optical Submarine Cable System

Large-Capacity Optical Transmission Technologies Supporting the Optical Submarine Cable System Large-Capacity Optical Transmission Technologies Supporting the Optical Submarine Cable System INOUE Takanori Abstract As one of the foundations of the global network, the submarine cable system is required

More information

Dream DRM Receiver Documentation

Dream DRM Receiver Documentation Dream DRM Receiver Documentation Dream is a software implementation of a Digital Radio Mondiale (DRM) receiver. All what is needed to receive DRM transmissions is a PC with a sound card and a modified

More information

Wireless Communication and RF System Design Using MATLAB and Simulink Giorgia Zucchelli Technical Marketing RF & Mixed-Signal

Wireless Communication and RF System Design Using MATLAB and Simulink Giorgia Zucchelli Technical Marketing RF & Mixed-Signal Wireless Communication and RF System Design Using MATLAB and Simulink Giorgia Zucchelli Technical Marketing RF & Mixed-Signal 2013 The MathWorks, Inc. 1 Outline of Today s Presentation Introduction to

More information

BENEFITS OF USING MULTIPLE PLP IN DVB-T2

BENEFITS OF USING MULTIPLE PLP IN DVB-T2 BENEFITS OF USING MULTIPLE PLP IN DVB-T2 ENENSYS Technologies, France : http://www.enensys.com DVB-T2 has already achieved incredible success for delivering digital terrestrial television. More than 28

More information

On-Line Diagnosis using Orthogonal Multi-Tone Time Domain Reflectometry in a Lossy Cable

On-Line Diagnosis using Orthogonal Multi-Tone Time Domain Reflectometry in a Lossy Cable On-Line Diagnosis using Orthogonal Multi-Tone Time Domain Reflectometry in a Lossy Cable Wafa BEN HASSEN*, Fabrice AUZANNEAU*, Luca INCARBONE*, François PERES** and Ayeley P. TCHANGANI** (*) CEA, LIST,

More information

MIMO detector algorithms and their implementations for LTE/LTE-A

MIMO detector algorithms and their implementations for LTE/LTE-A GIGA seminar 11.01.2010 MIMO detector algorithms and their implementations for LTE/LTE-A Markus Myllylä and Johanna Ketonen 11.01.2010 2 Outline Introduction System model Detection in a MIMO-OFDM system

More information

DVB-T BER MEASUREMENTS IN THE PRESENCE OF ADJACENT CHANNEL AND CO-CHANNEL ANALOGUE TELEVISION INTERFERENCE

DVB-T BER MEASUREMENTS IN THE PRESENCE OF ADJACENT CHANNEL AND CO-CHANNEL ANALOGUE TELEVISION INTERFERENCE DVB-T MEASUREMENTS IN THE PRESENCE OF ADJACENT CHANNEL AND CO-CHANNEL ANALOGUE TELEVISION INTERFERENCE M. Mª Vélez (jtpveelm@bi.ehu.es), P. Angueira, D. de la Vega, A. Arrinda, J. L. Ordiales UNIVERSITY

More information

IEEE C802.20-03/88 An Alternative Approach for Enhancing Security of WMANs using Physical Layer Encryption

IEEE C802.20-03/88 An Alternative Approach for Enhancing Security of WMANs using Physical Layer Encryption IEEE C802.20-03/88 An Alternative Approach for Enhancing Security of WMANs using Physical Layer Encryption By Arpan Pal Wireless Group Center of Excellence for Embedded Systems Tata Consultancy Services

More information

Bachelor of Technology (Electronics and Communication Engineering)

Bachelor of Technology (Electronics and Communication Engineering) A Project Report on Synchronization Techniques for OFDM In partial fulfillment of the requirements of Bachelor of Technology (Electronics and Communication Engineering) Submitted By Govind Singh Parihar

More information

Adaptive Techniques for Multiuser OFDM

Adaptive Techniques for Multiuser OFDM Adaptive Techniques for Multiuser OFDM Thesis submitted by Eric Phillip LAWREY BE (Hons) in December 2001 for the degree of Doctor of Philosophy in Electrical and Computer Engineering School of Engineering

More information

Sampling Theorem Notes. Recall: That a time sampled signal is like taking a snap shot or picture of signal periodically.

Sampling Theorem Notes. Recall: That a time sampled signal is like taking a snap shot or picture of signal periodically. Sampling Theorem We will show that a band limited signal can be reconstructed exactly from its discrete time samples. Recall: That a time sampled signal is like taking a snap shot or picture of signal

More information

RF Measurements Using a Modular Digitizer

RF Measurements Using a Modular Digitizer RF Measurements Using a Modular Digitizer Modern modular digitizers, like the Spectrum M4i series PCIe digitizers, offer greater bandwidth and higher resolution at any given bandwidth than ever before.

More information

Evaluation Criteria for ADSL AFE1302

Evaluation Criteria for ADSL AFE1302 Application Report SBAA095 - August 2003 Evaluation Criteria for ADSL AFE1302 John Z. Wu and CR Teeple High Speed Products Marketing ABSTRACT This paper describes several important asymmetrical digital

More information

What s The Difference Between Bit Rate And Baud Rate?

What s The Difference Between Bit Rate And Baud Rate? What s The Difference Between Bit Rate And Baud Rate? Apr. 27, 2012 Lou Frenzel Electronic Design Serial-data speed is usually stated in terms of bit rate. However, another oftquoted measure of speed is

More information

ISDB-T T Transmission Technologies and Emergency Warning System

ISDB-T T Transmission Technologies and Emergency Warning System ISDB-T T Seminar ISDB-T T Transmission Technologies and Emergency Warning System 12 de Febrero 2008 Universidad Ricardo Palma, Lima, Perú DiBEG, JAPAN Hiroyuki FURUTA (NHK) Digital broadcasting experts

More information

RECOMMENDATION ITU-R F.1101 * Characteristics of digital fixed wireless systems below about 17 GHz

RECOMMENDATION ITU-R F.1101 * Characteristics of digital fixed wireless systems below about 17 GHz Rec. ITU-R F.1101 1 RECOMMENDATION ITU-R F.1101 * Characteristics of digital fixed wireless systems below about 17 GHz (Question ITU-R 135/9) (1994) The ITU Radiocommunication Assembly, considering a)

More information

1 Multi-channel frequency division multiplex frequency modulation (FDM-FM) emissions

1 Multi-channel frequency division multiplex frequency modulation (FDM-FM) emissions Rec. ITU-R SM.853-1 1 RECOMMENDATION ITU-R SM.853-1 NECESSARY BANDWIDTH (Question ITU-R 77/1) Rec. ITU-R SM.853-1 (1992-1997) The ITU Radiocommunication Assembly, considering a) that the concept of necessary

More information

Achieving New Levels of Channel Density in Downstream Cable Transmitter Systems: RF DACs Deliver Smaller Size and Lower Power Consumption

Achieving New Levels of Channel Density in Downstream Cable Transmitter Systems: RF DACs Deliver Smaller Size and Lower Power Consumption Achieving New Levels of Channel Density in Downstream Cable Transmitter Systems: RF DACs Deliver Smaller Size and Lower Power Consumption Introduction By: Analog Devices, Inc. (ADI) Daniel E. Fague, Applications

More information

An Adaptive Two-Dimensional Channel Estimator for Wireless OFDM with Application to Mobile DVB-T

An Adaptive Two-Dimensional Channel Estimator for Wireless OFDM with Application to Mobile DVB-T 128 IEEE TRANSACTIONS ON BROADCASTING, VOL. 46, NO. 2, JUNE 2000 An Adaptive Two-Dimensional Channel Estimator for Wireless OFDM with Application to Mobile DVB-T Frieder Sanzi and Joachim Speidel Abstract

More information

5 Signal Design for Bandlimited Channels

5 Signal Design for Bandlimited Channels 225 5 Signal Design for Bandlimited Channels So far, we have not imposed any bandwidth constraints on the transmitted passband signal, or equivalently, on the transmitted baseband signal s b (t) I[k]g

More information

DOCSIS 3.1: WHAT IS IT, HOW DOES IT WORK, AND HOW CAN YOU PREPARE FOR IT? Daniel Howard, SCTE CTO July 16, 2013

DOCSIS 3.1: WHAT IS IT, HOW DOES IT WORK, AND HOW CAN YOU PREPARE FOR IT? Daniel Howard, SCTE CTO July 16, 2013 DOCSIS 3.1: WHAT IS IT, HOW DOES IT WORK, AND HOW CAN YOU PREPARE FOR IT? Daniel Howard, SCTE CTO July 16, 2013 VIDEO PART 1: OFDM BUSINESS DRIVERS MAIN OBJECTIVES: As we go through Part 1 of today s lecture,

More information

OFDM, Mobile Software Development Framework

OFDM, Mobile Software Development Framework OFDM, Mobile Software Development Framework 9/27/2012 Y. Richard Yang 1 Admin. Homework 2 to be posted by Friday Start to think about project 2 Recap Inter-Symbol Interference (ISI) Handle band limit ISI

More information

AEROSOL STATISTICS LOGNORMAL DISTRIBUTIONS AND dn/dlogd p

AEROSOL STATISTICS LOGNORMAL DISTRIBUTIONS AND dn/dlogd p Concentration (particle/cm3) [e5] Concentration (particle/cm3) [e5] AEROSOL STATISTICS LOGNORMAL DISTRIBUTIONS AND dn/dlod p APPLICATION NOTE PR-001 Lonormal Distributions Standard statistics based on

More information

Joint Optimal Pilot Placement and Space Frequency (SF) Code Design for MIMO-OFDM Systems

Joint Optimal Pilot Placement and Space Frequency (SF) Code Design for MIMO-OFDM Systems Joint Optimal Pilot Placement and Space Frequency (SF) Code Design for MIMO- Systems Saurav K. Bandyopadhyay W&W Communications Inc. 640 W. California Avenue Sunnyvale, CA 94086 USA Srinivas Prasad D.

More information

SC-FDMA for 3GPP LTE uplink. Hong-Jik Kim, Ph. D.

SC-FDMA for 3GPP LTE uplink. Hong-Jik Kim, Ph. D. SC-FDMA for 3GPP LTE uplink, Ph D Wireless Broadband The New Category Mobil ile Local Area Fixe ed Cellular Cordless POTS UMTS / WCDM A HSDPA 3GPP LTE Wireless Broadband 1xEV-DO WiMAX 80216e 80220 80211

More information

MSB MODULATION DOUBLES CABLE TV CAPACITY Harold R. Walker and Bohdan Stryzak Pegasus Data Systems ( 5/12/06) pegasusdat@aol.com

MSB MODULATION DOUBLES CABLE TV CAPACITY Harold R. Walker and Bohdan Stryzak Pegasus Data Systems ( 5/12/06) pegasusdat@aol.com MSB MODULATION DOUBLES CABLE TV CAPACITY Harold R. Walker and Bohdan Stryzak Pegasus Data Systems ( 5/12/06) pegasusdat@aol.com Abstract: Ultra Narrow Band Modulation ( Minimum Sideband Modulation ) makes

More information

Cumulative Noise and 5.9 GHz DSRC Extensions for ns-2.28

Cumulative Noise and 5.9 GHz DSRC Extensions for ns-2.28 Cumulative Noise and 5.9 GHz DSRC Extensions for ns-2.28 Felix Schmidt-Eisenlohr, Marc Torrent-Moreno, Tessa Tielert, Jens Mittag, Hannes Hartenstein Institute of Telematics, University of Karlsruhe, Germany

More information

Taking the Mystery out of the Infamous Formula, "SNR = 6.02N + 1.76dB," and Why You Should Care. by Walt Kester

Taking the Mystery out of the Infamous Formula, SNR = 6.02N + 1.76dB, and Why You Should Care. by Walt Kester ITRODUCTIO Taking the Mystery out of the Infamous Formula, "SR = 6.0 + 1.76dB," and Why You Should Care by Walt Kester MT-001 TUTORIAL You don't have to deal with ADCs or DACs for long before running across

More information

MATRIX TECHNICAL NOTES

MATRIX TECHNICAL NOTES 200 WOOD AVENUE, MIDDLESEX, NJ 08846 PHONE (732) 469-9510 FAX (732) 469-0418 MATRIX TECHNICAL NOTES MTN-107 TEST SETUP FOR THE MEASUREMENT OF X-MOD, CTB, AND CSO USING A MEAN SQUARE CIRCUIT AS A DETECTOR

More information

TCOM 370 NOTES 99-4 BANDWIDTH, FREQUENCY RESPONSE, AND CAPACITY OF COMMUNICATION LINKS

TCOM 370 NOTES 99-4 BANDWIDTH, FREQUENCY RESPONSE, AND CAPACITY OF COMMUNICATION LINKS TCOM 370 NOTES 99-4 BANDWIDTH, FREQUENCY RESPONSE, AND CAPACITY OF COMMUNICATION LINKS 1. Bandwidth: The bandwidth of a communication link, or in general any system, was loosely defined as the width of

More information

Rapid Prototyping of a Frequency Hopping Ad Hoc Network System

Rapid Prototyping of a Frequency Hopping Ad Hoc Network System Rapid Prototyping of a Frequency Hopping Ad Hoc Network System Martin Braun, Nico Otterbach, Jens Elsner, and Friedrich K. Jondral Communications Engineering Lab, Karlsruhe Institute of Technology (KIT),

More information

An Algorithm for Automatic Base Station Placement in Cellular Network Deployment

An Algorithm for Automatic Base Station Placement in Cellular Network Deployment An Algorithm for Automatic Base Station Placement in Cellular Network Deployment István Törős and Péter Fazekas High Speed Networks Laboratory Dept. of Telecommunications, Budapest University of Technology

More information

Appendix D Digital Modulation and GMSK

Appendix D Digital Modulation and GMSK D1 Appendix D Digital Modulation and GMSK A brief introduction to digital modulation schemes is given, showing the logical development of GMSK from simpler schemes. GMSK is of interest since it is used

More information

Chapter 3: Spread Spectrum Technologies

Chapter 3: Spread Spectrum Technologies Chapter 3: Spread Spectrum Technologies Overview Comprehend the differences between, and explain the different types of spread spectrum technologies and how they relate to the IEEE 802.11 standard's PHY

More information

MoCA 1.1 Specification for Device RF Characteristics

MoCA 1.1 Specification for Device RF Characteristics MoCA 1.1 Specification for Device RF Characteristics 20140211 Copyright 2012, 2014 Multimedia Over Coax Alliance. All Rights Reserved. MoCA is a trademark or registered trademark of the Multimedia Over

More information

802.11ad - WLAN at 60 GHz A Technology Introduction White Paper

802.11ad - WLAN at 60 GHz A Technology Introduction White Paper A Technology Introduction White Paper Data rates in the range of several Gigabit/s are needed to transmit signals like uncompressed video signals. Amendment 802.11ad to the WLAN standard defines the MAC

More information

AN1200.04. Application Note: FCC Regulations for ISM Band Devices: 902-928 MHz. FCC Regulations for ISM Band Devices: 902-928 MHz

AN1200.04. Application Note: FCC Regulations for ISM Band Devices: 902-928 MHz. FCC Regulations for ISM Band Devices: 902-928 MHz AN1200.04 Application Note: FCC Regulations for ISM Band Devices: Copyright Semtech 2006 1 of 15 www.semtech.com 1 Table of Contents 1 Table of Contents...2 1.1 Index of Figures...2 1.2 Index of Tables...2

More information