Tokyo Wireless Technology Summit ~Wireless Technologies Enabling Breakthrough Towards The Future~, 7 March, 2014, Waseda University, Tokyo, Japan
|
|
- Paul Berry
- 6 years ago
- Views:
Transcription
1 Tokyo Wireless Technology Summit ~Wireless Technologies Enabling Breakthrough Towards The Future~, 7 March, 2014, Waseda University, Tokyo, Japan Toward Spectrum-Energy Efficiency of Wireless Networks Fumiyuki Adachi (), Distinguished Professor Wireless Signal Processing & Networking (WSP&N) Lab., Dept. of Communications Engineering, Graduate School of Engineering, Tohoku University, Japan adachi@ecei.tohoku.ac.jp Acknowledgment: Special thanks to members of Wireless Signal Processing & Networking (WSP&N) Lab. The secret to humor is surprise@facebook OUTLINE Wireless Evolution Challenges for 5G Wireless Toward Green Wireless Concluding Remarks 2014/03/07 FA/Tohoku University 1 Wireless Evolution 2014/03/07 FA/Tohoku University 2
2 Wireless Has Been Continuously Evolving In early 1980 s, communications systems changed from fixed point-to-point to wireless anytime, anywhere communication. Cellular systems have evolved from narrowband network of around 10kbps to wideband networks of around 10Mbps. Now on the way to broadband networks of 100Mbps (LTE). Service type Voice Multimedia point -topoint 0G Voice only 1G Narrowband Era 2G ~2.4kbps ~64kbps Wideband Era LTE-A Year We are here 2014/03/07 FA/Tohoku University 3 3G 4G 3.5G 3.9G ~2Mbps 100M~1Gbps 50~100Mbps ~14Mbps W-CDMA CDMA2000 TD-SCDMA HSDPA (W-CDMA) 3G LTE Broadband Era 5G >1Gbps Gigabit wireless Wireless Has Been Continuously Evolving There was a big technical leap from 2G to 3G systems. Voice+data Voice+Data 1G Analog (FDMA) ~2.4kbps 2G Digital (TDMA) ~64kbps Big leap 3G/3.5G Digital (CDMA) ~2Mbps ~14Mbps 3.9G (3G LTE) 4G (LTE-A) Improved frequency utilization Narrowband Increased no. of voice-band channels Broadband Increased peak rate (increased throughput) 3.5G (HSPA,5MHz) 3.9G (LTE,~20MHz) 4G (LTE-A, ~100MHz) Up Down Up Down Up Down 2014/03/07 FA/Tohoku University Mbps 14.4 Mbps 75 Mbps 300 Mbps 15bps /Hz 30bps /Hz
3 Networked Society People are always connected to networks Society is relying on communications networks Unlimited desire for data rate, but limited wireless resources and a wide range of mobility High mobility user Internet Very high mobility user Stationary user Low mobility user 2014/03/07 FA/Tohoku University 5 Future Wireless Services Problems Limited bandwidth Limited power Cloud Computing Network A variety of data services through Internet Wireless Access Network Gigabit wireless pipe (>1Gbps/user) User terminals with high quality display and gigabit wireless processing 2014/03/07 FA/Tohoku University 6
4 Explosive Growth of Mobile Traffic (x1,000 in 10 years) Traffic volume Voice>Data 3G/HSPA (14Mbps) 1 VoiceData Technology Evolution 3.9G/LTE (300Mbps) Voice<<Data, Video 4G/LTE-A (3Gbps) /03/07 FA/Tohoku University 7 LTE-Advanced May Not Be Sufficient LTE-advanced (4G) networks are expected to provide broadband packet data services of up to 1Gbps/BS In December 2007, ITU allocated 3.4~3.6GHz band for 4G services. Only 200MHz is available for global use. Although one-cell reuse of 100MHz is possible, an effective bandwidth (around 25% of total) which can be used at each BS is only around 12.5MHz/link. 1Gbps/12.5MHz is equivalent to 80bps/Hz/BS!! 5G networks may require >>1Gbps/BS capability. Development of advanced wireless techniques that achieve a spectrum efficiency of >>80bps/Hz/BS is demanded. 3.5G (HSPA,5MHz) 3.9G (LTE,~20MHz) 4G (LTE-A, ~100MHz) Up Down Up Down Up Down 14.4 Mbps 14.4 Mbps 75 Mbps 300 Mbps 15bps/ Hz 30bps/ Hz 2014/03/07 FA/Tohoku University 8
5 Important Technical Issues for 5G Spectrum issue MIMO antenna multiplexing to increase bps/hz But, more importantly Frequency reuse to increase bps/hz/bs or bps/hz/km 2 Signal Energy issue Single-carrier waveform with reduced peak power But, this is not enough Doubly-selective channel issue Frequency-selective channel: frequency-domain equalization (FDE) Time-selective channel: Higher frequency band will be used Quite high tracking ability against high Doppler shifts is necessary 2014/03/07 FA/Tohoku University 9 Challenges For 5G Wireless Spectrum Issue Energy Issue Channel Issue 2014/03/07 FA/Tohoku University 10
6 Spectrum Issue 2014/03/07 FA/Tohoku University 11 Frequency Reuse Because of limited available bandwidth, the same frequency must be reused From the spectrum efficiency (bps/hz/km 2 )pointofview, the same frequency needs to be reused at locations as close as possible Co-channel interference is a limiting factor on frequency efficiency Co-channel interference management becomes a crucial issue to realize spectrum efficient broadband networks 2014/03/07 FA/Tohoku University 12
7 Peak data rate per BS B S However, the available bandwidth B may be around 100MHz only How to improve SE? MIMO may be a savior bps Hz km 2014/03/07 FA/Tohoku University 13 Is Super-high Level Modulation Helpful? To achieve 1Gbps/BS using 12.5MHz bandwidth, the required spectrum efficiency is 1Gbps/12.5MHz=80bps/Hz/BS! We need to adopt 2 80 QAM. However, use of extremely high level of modulation is impractical due to strong cochannel interference. Signal constellation 2014/03/07 16QAM (4bps/Hz) 256QAM (8bps/Hz) 1024QAM (10bps/Hz) FA/Tohoku University 14
8 MIMO May Be A Savior Independent data streams are transmitted simultaneously from transmit antennas using the same carrier frequency. Spatial multiplexing is to increase achievable data rate with the limited bandwidth, i.e., the channel capacity in bps/hz. N t antennas N r antennas Multipath channel Coding S/P Signal detection Decod. 2014/03/07 FA/Tohoku University 15 However, MIMO Cannot Solve Energy Issue Transmit power is another important issue N t F N t F d t d bsmt N bsmt N Distance between BS and MT r r N N N t r t Received SINR N N N t r r N N r t n n r N S t t h n n r t N r S 2014/03/07 FA/Tohoku University 16
9 Signal Energy Issue 2014/03/07 FA/Tohoku University 17 Communication Range Shrinks For broadband communications, communication range shrinks significantly because of the transmit power limitation. Fundamental change is necessary in wireless access network structure. Core Network Radio control station Base station Core Network Base station 2014/03/07 FA/Tohoku University 18
10 Uniform Quality Is The Target Uniform quality over an BS area Uniform quality over an BS area Throughput Present cellular systems Cell edge BS Distance from BS 2014/03/07 FA/Tohoku University 19 Green Wireless Until LTE, much effort has been paid to improving the SE Recently, strong attention has been paid not only to SE but also to EE Future broadband wireless networks require significant improvement of both SE and EE How to simultaneously improve SE and EE? 2014/03/07 FA/Tohoku University 20
11 Small-cell Network Simultaneous improvement of SE and EE Reducing the cell radius by a factor of 30 (1,000m 30m) X1,000 capacity increase Reduced transmit power by a factor of 150,000 1km 30m x 1,000 capacity increase 2014/03/07 FA/Tohoku University 21 Another Important Issue: Doubly-selective Channel Signal waveform design: singlecarrier or multi-carrier? Simple one-tap frequency-domain equalization (FDE) 2014/03/07 FA/Tohoku University 22
12 Doubly-selective Channel Transmitted radio waves are reflected or diffracted by some large buildings, creating resolvable paths having time delays of multiple of (signal bandwidth) -1 Each resolvable path is the sum of irresolvable paths created by local scatterers surrounding a mobile The path gain h l (t) varies in time according to the movement of mobile terminal since resolvable paths are added constructively at one time and destructively at another time d -4 Large obstacles Local scatterers Transmitter Reflection/ diffraction Receiver 2014/03/07 FA/Tohoku University 23 Frequency-selective Channel The transfer function H(f, t) of broadband channel at time t is not constant and varies over the signal bandwidth This channel is called the frequencyselective channel Advanced equalization technique is necessary H f L l h jf l L=16 uniform power delay profile with l-th path time delay =100l + [-50,50)ns l 2014/03/07 FA/Tohoku University 24
13 Why Single-carrier (SC) Transmission for Uplink? Nyquist-filtered SC signal has lower PAPR than OFDM No ISI at the transmitted waveform due to Nyquist filtering SC is suitable for the uplink transmission OFDM Less expensive power amplifier is required 256 subcarriers st fct stf t st f t c c 2014/03/07 FA/Tohoku University 25 SC SC-FDE Block transmission of N c symbols Insertion of cyclic prefix (CP) at the transmitter FFT/IFFT at the receiver Simple one-tap FDE Receiver Transmitter Transmit data block Nc-point IFFT Data demod. W(0) W(k) Received data block W(N c -1) Data mod. FDE Nc-point FFT +CP -CP *H. Sari, G. Karam, and I. Jeanclaude, "Transmission Techniques for Digital Terrestrial TV Broadcasting," IEEE Commun. Mag., vol. 33, pp , February *D. Falconer, S. Ariyavisitakul, A, Benyamin-Seeyar and B. Eidson, Frequency Domain Equalization for Single-Carrier Broadband Wireless Systems, IEEE Communications Magazine, Vol. 40, No. 4, pp , April *F. Adachi, D. Garg, S. Takaoka, and K. Takeda, Broadband CDMA techniques, IEEE Wireless Commun. Mag., Vol. 12, No. 2, pp. 8-18, April /03/07 FA/Tohoku University 26
14 Towards Green Wireless 2014/03/07 FA/Tohoku University 27 Green Wireless Until LTE-A, much effort has been paid to improve to the spectrum efficiency. However, signal energy efficiency is becoming more and more important Unfortunately, spectrum and energy efficiencies are in a tradeoff relationship Improving both spectrum and energy efficiencies at the same time is an important technical issue Spectrum efficiency (bps/hz/km 2 ) Interference limited 5G Noise limited SE-EE tradeoff curve Energy efficiency (bit/j) 2014/03/07 FA/Tohoku University 28
15 Small-cell Network Simultaneous improvement of SE and EE Reducing the cell radius by a factor of 30 (1,000m 30m) X1,000 capacity increase Reduced transmit power by a factor of 150,000 Small-cell network 1km 30m x 1,000 capacity increase Near single-user access for increasing the bandwidth/user and hence, user data rate Millimeter wave bands can also be used Near single user per BS 2014/03/07 FA/Tohoku University 29 Green Wireless High spectrum efficiency Single-cell frequency reuse to boost bps/hz/km 2 High energy efficiency A few mw for a few 10Mbps How to achieve the above simultaneously while avoiding wireless control signaling problem? Restructuring cellular networks is necesaary 2014/03/07 FA/Tohoku University 30
16 Distributed Antenna Network Distributed MIMO technology Hybrid waveform with reduced peak power (extreme case is the single-carrier waveform) Frequency-domain signal processing (equalization) 2014/03/07 FA/Tohoku University 31 Distributed Antenna Network Distributed antenna network (DAN) is designed to realize a nano-cell network with simultaneously increased spectrum and energy efficiencies. Many antennas belonging to a base station (SPC: signal processing center) are distributed around SPC. Each distributed antenna forms a cell Resource allocation control (frequency, time, power) is carried out by SPC. F. Adachi, K. Takeda, T. Obara, T. Yamamoto, and H. Matsuda,"Recent Advances in Singlecarrier Frequency-domain Equalization and Distributed Antenna Network," IEICE Trans. Fundamentals, Vol.E93-A, No.11, pp , Nov F. Adachi, K. Takeda, T. Yamamoto, R. Matsukawa, and S. Kumagai,"Recent Advances in Single-carrier Distributed Antenna Network,," Wireless Communications and Mobile Computing, Volume 11, Issue 12, pp , Dec. 2011, doi: /wcm F. Adachi, W. Peng, T. Obara, T. Yamamoto, R. Matsukawa, and M. Nakada, Distributed Antenna Network for Gigabit Wireless Access, International Journal of Electronics and Communications (AEUE), Elsevier, Vol. 66, Issue 6, pp , 2012, DOI: /j.aeue /03/07 FA/Tohoku University 32
17 Distributed Antenna Network Ubiquitous antennas as an entrance to core network Co-located antennas Path loss Shadowing loss Multipath fading Multi-access or Multi-user detection Distributed antennas 2014/03/07 FA/Tohoku University 33 Path loss Shadowing loss Multipath fading Single-user access Conceptual Structure of DAN Short range communication combined with single-user access is the crucial requirement! Many antennas are spatially distributed around a signal processing center (SPC), which is a gateway to the network Distributed MIMO multiplexing/di versity/relay Virtual wireless transceiver Antennas are connected with a SPC by optical links With a high probability, some antennas can always be visible from MT Distributed antenna layer to form a user centric cell Coherent optical link SPC SPC Signal processing layer SPC SPC 2014/03/07 FA/Tohoku University 34
18 TDD Allows Introduction of Transmit Equalization TDD can exploit the channel reciprocity to introduce the transmit equalization without the CSI feedback TDD Frame Uplink Down link time Transmit equalization SPC Channel estimation Receive equalization Uplink 2014/03/07 FA/Tohoku University 35 Downlink Cooperative Diversity (STBC-JTRD) Space-Time Block Coded Joint Transmit/Receive Diversity (STBC-JTRD) is suitable for downlink application since it allows an arbitrary number of transmit antennas. Transmit FDE (channel state information (CSI) is necessary at TX) to obtain frequency-diversity gain. Only simple addition/subtraction and complex conjugation operations are required at the receiver. #N dan -1 Data mod. FFT STBC-JTRD encoder SPC H.Tomeba,K.TakedaandF.Adachi, Space- Time Block Coded Joint Transmit/Receive Diversity in a Frequency-Nonselective Rayleigh Fading Channel, IEICE Trans. #N mt -1 Commun., Vol.E89-B, No.8, pp , #0 Aug N mt receive 2014/03/07 antennas FA/Tohoku University IFFT +CP CP #1 #0 FFT N dan distributed antennas Mobile Terminal STBC- JTRD decoder IFFT Data demod. 36
19 Uplink Cooperative Diversity (FD-STTD) Estimated symbol-blocks s 0 (t)^ s 1 (t)^ #N dan -1 Data demod. FFT + STTD decoding with FDE FFT -CP #0 #1 N dan distributed antennas N mt =2 st st s s DAN SPC N c tnc N c tnc #1 #0 +CP +CP 2 symbol-blocks STTD encoding S.M. Alamouti, A simple transmit diversity technique for wireless communications, IEEE Journal on Selected Areas in Communications, Vol. 16, No. 8, pp , October Mobile Terminal 2014/03/07 FA/Tohoku University 37 s 0 (t) Spatial Distribution of Downlink Throughput DAN can achieve much higher throughput s 1 (t) throughput at the cell edge is about 2.6 (bps/hz) in DAN while it is about 1.2 (bps/hz) in CN. Type II S-P2 (Incremental Redundancy) using rate-1/3 turbo coding. Data mod. Throughput (bps/hz) QAM E s /N 0 =0 (db) (N dan,n mt )=(4, 2) MMSE weight 1.0 Spatial distribution of throughput when (N dan, N mt ) = (4, 2) for DAN using 7 distributed antennas, 16QAM, and E s /N 0 =0 (db) 2014/03/07 FA/Tohoku University 38
20 Cooperative Multiplexing Distributed antennas can be used for spatial multiplexing to significantly increase the data rate. DAN SPC Distributed antenna 2014/03/07 FA/Tohoku University 39 Cooperative Multiplexing TS-SC MIMO multiplexing using QRM-MLBD N dan N c N g N c N g Ndan H T. Yamamoto, K. Takeda, and F. N mt Adachi, Training sequence-aided QRM- MLD block signal detection for singlecarrier MIMO spatial multiplexing, Nmt Nmt Proc. IEEE International Conference on Communications (ICC 2011), Kyoto, Japan, 5-9 June, /03/07 FA/Tohoku University 40
21 Spatial Distribution of Uplink Throughput DAN achieves higher throughput than CN (note that CN can achieve high throughput only near SPC). (a) DAN (b) CN *TS-SC MIMO multiplexing (N c =64 and N g =16) *QRM-MLBD(M=16), 16QAM *Turbo-coded HARQ type-ii S-P4 strategy *Packet size=2048. *(N dan, N mt )=(2,2), E s /N 0 =5dB *An L=16-path frequency-selective block Rayleigh fading channel with uniform power delay profile 2014/03/07 FA/Tohoku University 41 DAN Is Not Almighty DAN formulate user-centric personal cells Short range communication link with almost single user access Frequency reuse at short distance Role of signal processing center (SPC Density of SPCs is similar to traditional cellular network Wireless signal processing such as space-time coding, equalization, etc Resource allocation (frequency, time, power) to distributed antennas Coherent optical SPC-antenna links Wireless and optical convergence on signal processing and communications However, traffic density is not uniform and hence, DAN is not almighty 2014/03/07 FA/Tohoku University 42
22 Heterogeneous Network Heterogeneous network is a realistic approach Small-cell network (e.g., DAN) to cover hot-spot area Large-cell network (3G, LTE) to cover wide area Access control High mobility users Core network Hot spot area SPC SPC 2014/03/07 FA/Tohoku University 43 Concluding Remarks 5G requires energy & spectrum efficient network Heterogeneous network is a realistic approach Small-cell network (e.g. DAN) to provide short range communications High speed data services Significantly reduced signal energy New frequency band e.g., millimeter wave bands Large-cell network is still necessary Call control signaling High mobility users M2M trafficlow data rate but mbillions of devices Improved dependability Simultaneous operation of different types of networks Acknowledgment Special thanks to members of Wireless Signal Processing & Networking (WSP&N) Lab. 2014/03/07 FA/Tohoku University 44
Wireless Future. OUTLINE My thought on Wireless Future Before March 11 After March 11
VTC-Spring Panel:Wireless Future, 8:30~10:00am, 17 May, 2011, Budapest, Hungary Wireless Future Tohoku U. Aobayama-campus Fumiyuki Adachi Wireless Signal Processing & Networking (WSP&N) Lab. Dept. of Electrical
More informationThe 5th Smart Antenna Workshop 21 April 2003, Hanyang University, Korea Broadband Mobile Technology Fumiyuki Adachi
The 5th Smart Antenna Workshop 21 April 2003, Hanyang University, Korea Broadband Mobile Technology Fumiyuki Adachi Dept. of Electrical and Communications Engineering, Tohoku University, Japan adachi@ecei.tohoku.ac.jp
More informationEvolution of Cellular Systems. Challenges for Broadband Wireless Systems. Convergence of Wireless, Computing and Internet is on the Way
International Technology Conference, 14~15 Jan. 2003, Hong Kong Technology Drivers for Tomorrow Challenges for Broadband Systems Fumiyuki Adachi Dept. of Electrical and Communications Engineering, Tohoku
More informationFrequency-domain space-time block coded single-carrier distributed antenna network
Frequency-domain space-time block coded single-carrier distributed antenna network Ryusuke Matsukawa a), Tatsunori Obara, and Fumiyuki Adachi Department of Electrical and Communication Engineering, Graduate
More informationInternational Journal of Electronics and Communications (AEÜ)
Int. J. Electron. Commun. (AEÜ) 66 (2012) 605 612 Contents lists available at SciVerse ScienceDirect International Journal of Electronics and Communications (AEÜ) jou rn al h omepage: www.elsevier.de/aeue
More informationChallenges for Broadband Wireless Technology
Challenges for Broadband Wireless Technology Fumiyuki Adachi Electrical and Communication Engineering Graduate School of Engineering, Tohoku University 05 Aza-Aoba, Aramaki, Aoba-ku, Sendai, 980-8579 Japan
More informationContinuous Evolution of Mobile Communications Technology
THE INSTITUTE OF ELECTRONICS, IEICE Technical Report INFORMATION AND COMMUNICATION ENGINEERS 980-8579 6-6-05 E-mail: adachi@ecei.tohoku.ac.jp 1 1979 12 35 4 1 2 1 2 3 2Mbps 3 3.9 Long-Term Evolution LTE
More informationTechnical 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 informationResearches in Broadband Single Carrier Multiple Access Techniques
Researches in Broadband Single Carrier Multiple Access Techniques Workshop on Fundamentals of Wireless Signal Processing for Wireless Systems Tohoku University, Sendai, 2016.02.27 Dr. Hyung G. Myung, Qualcomm
More informationAnalysis of maximal-ratio transmit and combining spatial diversity
This article has been accepted and published on J-STAGE in advance of copyediting. Content is final as presented. Analysis of maximal-ratio transmit and combining spatial diversity Fumiyuki Adachi a),
More informationHARQ Throughput Performance of OFDM/TDM Using MMSE-FDE in a Frequency-selective Fading Channel
HARQ Throughput Performance of OFDM/TDM Using in a Frequency-selective Fading Channel Haris GACAI and Fumiyuki ADACHI Department of Electrical and Communication Engineering, Graduate School of Engineering,
More informationResearch Letter Throughput of Type II HARQ-OFDM/TDM Using MMSE-FDE in a Multipath Channel
Research Letters in Communications Volume 2009, Article ID 695620, 4 pages doi:0.55/2009/695620 Research Letter Throughput of Type II HARQ-OFDM/TDM Using MMSE-FDE in a Multipath Channel Haris Gacanin and
More informationPerformance Comparison of Cooperative OFDM and SC-FDE Relay Networks in A Frequency-Selective Fading Channel
Performance Comparison of Cooperative and -FDE Relay Networks in A Frequency-Selective Fading Alina Alexandra Florea, Dept. of Telecommunications, Services and Usages INSA Lyon, France alina.florea@it-sudparis.eu
More informationLecture LTE (4G) -Technologies used in 4G and 5G. Spread Spectrum Communications
COMM 907: Spread Spectrum Communications Lecture 10 - LTE (4G) -Technologies used in 4G and 5G The Need for LTE Long Term Evolution (LTE) With the growth of mobile data and mobile users, it becomes essential
More informationFrequency-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 informationTechnology. OUTLINE Wireless Evolution Multi-carrier vs Single-carrier New Approach In Mobile Networks
13 th Saudi Technical Exchange Meeting, KFUPM, Dhahran, Saudi Arabia, 29~30 April, 2008 Next Generation Wireless Technology Fumiyuki Adachi Wireless Signal Processing & Networking (WSP&N) Lab. Dept. of
More informationPage 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 informationRadio Interface and Radio Access Techniques for LTE-Advanced
TTA IMT-Advanced Workshop Radio Interface and Radio Access Techniques for LTE-Advanced Motohiro Tanno Radio Access Network Development Department NTT DoCoMo, Inc. June 11, 2008 Targets for for IMT-Advanced
More informationReferences. What is UMTS? UMTS Architecture
1 References 2 Material Related to LTE comes from 3GPP LTE: System Overview, Product Development and Test Challenges, Agilent Technologies Application Note, 2008. IEEE Communications Magazine, February
More informationFurther Vision on TD-SCDMA Evolution
Further Vision on TD-SCDMA Evolution LIU Guangyi, ZHANG Jianhua, ZHANG Ping WTI Institute, Beijing University of Posts&Telecommunications, P.O. Box 92, No. 10, XiTuCheng Road, HaiDian District, Beijing,
More information4G TDD MIMO OFDM Network
4G TDD MIMO OFDM Network 4G TDD 移动通信网 Prof. TAO Xiaofeng Wireless Technology Innovation Institute (WTI) Beijing University of Posts & Telecommunications (BUPT) Beijing China 北京邮电大学无线新技术研究所陶小峰 1 Background:
More informationAdaptive Modulation and Coding for LTE Wireless Communication
IOP Conference Series: Materials Science and Engineering PAPER OPEN ACCESS Adaptive and Coding for LTE Wireless Communication To cite this article: S S Hadi and T C Tiong 2015 IOP Conf. Ser.: Mater. Sci.
More informationUniversity 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 information3G long-term evolution
3G long-term evolution by Stanislav Nonchev e-mail : stanislav.nonchev@tut.fi 1 2006 Nokia Contents Radio network evolution HSPA concept OFDM adopted in 3.9G Scheduling techniques 2 2006 Nokia 3G long-term
More informationMIMO Systems and Applications
MIMO Systems and Applications Mário Marques da Silva marques.silva@ieee.org 1 Outline Introduction System Characterization for MIMO types Space-Time Block Coding (open loop) Selective Transmit Diversity
More informationPAPER Space-Time Cyclic Delay Transmit Diversity for a Multi-Code DS-CDMA Signal with Frequency-Domain Equalization
IEICE TRANS. COMMUN., VOL.E90 B, NO.3 MARCH 2007 591 PAPER Space-Time Cyclic Delay Transmit Diversity for a Multi-Code DS-CDMA Signal with Frequency-Domain Equalization Ryoko KAWAUCHI a), Kazuaki TAKEDA,
More informationChannel Estimation for Downlink LTE System Based on LAGRANGE Polynomial Interpolation
Channel Estimation for Downlink LTE System Based on LAGRANGE Polynomial Interpolation Mallouki Nasreddine,Nsiri Bechir,Walid Hakimiand Mahmoud Ammar University of Tunis El Manar, National Engineering School
More informationPerformance Evaluation of Adaptive MIMO Switching in Long Term Evolution
Performance Evaluation of Adaptive MIMO Switching in Long Term Evolution Muhammad Usman Sheikh, Rafał Jagusz,2, Jukka Lempiäinen Department of Communication Engineering, Tampere University of Technology,
More informationPlanning 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 informationLong Term Evolution (LTE) and 5th Generation Mobile Networks (5G) CS-539 Mobile Networks and Computing
Long Term Evolution (LTE) and 5th Generation Mobile Networks (5G) Long Term Evolution (LTE) What is LTE? LTE is the next generation of Mobile broadband technology Data Rates up to 100Mbps Next level of
More informationOne Cell Reuse OFDM/TDMA using. broadband wireless access systems
One Cell Reuse OFDM/TDMA using subcarrier level adaptive modulation for broadband wireless access systems Seiichi Sampei Department of Information and Communications Technology, Osaka University Outlines
More informationTHIRD-GENERATION (3G) mobile communications networks. Packet Access Using DS-CDMA With Frequency-Domain Equalization
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, VOL. 24, NO. 1, JANUARY 2006 161 Packet Access Using DS-CDMA With Frequency-Domain Equalization Deepshikha Garg and Fumiyuki Adachi, Fellow, IEEE Abstract
More informationSingle 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 informationInterference 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 informationLecture 3 Cellular Systems
Lecture 3 Cellular Systems I-Hsiang Wang ihwang@ntu.edu.tw 3/13, 2014 Cellular Systems: Additional Challenges So far: focus on point-to-point communication In a cellular system (network), additional issues
More informationPerformance Analysis of n Wireless LAN Physical Layer
120 1 Performance Analysis of 802.11n Wireless LAN Physical Layer Amr M. Otefa, Namat M. ElBoghdadly, and Essam A. Sourour Abstract In the last few years, we have seen an explosive growth of wireless LAN
More informationEvaluation of BER and PAPR by using Different Modulation Schemes in OFDM System
International Journal of Computer Networks and Communications Security VOL. 3, NO. 7, JULY 2015, 277 282 Available online at: www.ijcncs.org E-ISSN 2308-9830 (Online) / ISSN 2410-0595 (Print) Evaluation
More information1. Introduction. Noriyuki Maeda, Hiroyuki Kawai, Junichiro Kawamoto and Kenichi Higuchi
NTT DoCoMo Technical Journal Vol. 7 No.2 Special Articles on 1-Gbit/s Packet Signal Transmission Experiments toward Broadband Packet Radio Access Configuration and Performances of Implemented Experimental
More informationWireless Networks: An Introduction
Wireless Networks: An Introduction Master Universitario en Ingeniería de Telecomunicación I. Santamaría Universidad de Cantabria Contents Introduction Cellular Networks WLAN WPAN Conclusions Wireless Networks:
More informationFading & OFDM Implementation Details EECS 562
Fading & OFDM Implementation Details EECS 562 1 Discrete Mulitpath Channel P ~ 2 a ( t) 2 ak ~ ( t ) P a~ ( 1 1 t ) Channel Input (Impulse) Channel Output (Impulse response) a~ 1( t) a ~2 ( t ) R a~ a~
More informationBackground: 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 informationMIMO in 4G Wireless. Presenter: Iqbal Singh Josan, P.E., PMP Director & Consulting Engineer USPurtek LLC
MIMO in 4G Wireless Presenter: Iqbal Singh Josan, P.E., PMP Director & Consulting Engineer USPurtek LLC About the presenter: Iqbal is the founder of training and consulting firm USPurtek LLC, which specializes
More informationWhy Time-Reversal for Future 5G Wireless?
Why Time-Reversal for Future 5G Wireless? K. J. Ray Liu Department of Electrical and Computer Engineering University of Maryland, College Park Acknowledgement: the Origin Wireless Team What is Time-Reversal?
More informationOFDMA 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 informationSEN366 (SEN374) (Introduction to) Computer Networks
SEN366 (SEN374) (Introduction to) Computer Networks Prof. Dr. Hasan Hüseyin BALIK (8 th Week) Cellular Wireless Network 8.Outline Principles of Cellular Networks Cellular Network Generations LTE-Advanced
More informationMobile Communication Systems. Part 7- Multiplexing
Mobile Communication Systems Part 7- Multiplexing Professor Z Ghassemlooy Faculty of Engineering and Environment University of Northumbria U.K. http://soe.ac.uk/ocr Contents Multiple Access Multiplexing
More informationECS455: Chapter 5 OFDM
ECS455: Chapter 5 OFDM 1 Dr.Prapun Suksompong www.prapun.com Office Hours: Library (Rangsit) Mon 16:20-16:50 BKD 3601-7 Wed 9:20-11:20 OFDM Applications 802.11 Wi-Fi: a/g/n/ac versions DVB-T (Digital Video
More informationEC 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 informationMobile Data Communication Terminals Compatible with Xi (Crossy) LTE Service
Mobile Data Communication Terminals Compatible with Xi (Crossy) LTE Service LTE Data communication terminal Throughput Special Articles on Xi (Crossy) LTE Service Toward Smart Innovation Mobile Data Communication
More informationField 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 informationInvestigation on Multiple Antenna Transmission Techniques in Evolved UTRA. OFDM-Based Radio Access in Downlink. Features of Evolved UTRA and UTRAN
Evolved UTRA and UTRAN Investigation on Multiple Antenna Transmission Techniques in Evolved UTRA Evolved UTRA (E-UTRA) and UTRAN represent long-term evolution (LTE) of technology to maintain continuous
More informationCognitive Radio Transmission Based on Chip-level Space Time Block Coded MC-DS-CDMA over Fast-Fading Channel
Journal of Scientific & Industrial Research Vol. 73, July 2014, pp. 443-447 Cognitive Radio Transmission Based on Chip-level Space Time Block Coded MC-DS-CDMA over Fast-Fading Channel S. Mohandass * and
More informationFundamentals of OFDM Communication Technology
Fundamentals of OFDM Communication Technology Fuyun Ling Rev. 1, 04/2013 1 Outline Fundamentals of OFDM An Introduction OFDM System Design Considerations Key OFDM Receiver Functional Blocks Example: LTE
More information3G/4G Mobile Communications Systems. Dr. Stefan Brück Qualcomm Corporate R&D Center Germany
3G/4G Mobile Communications Systems Dr. Stefan Brück Qualcomm Corporate R&D Center Germany Chapter VI: Physical Layer of LTE 2 Slide 2 Physical Layer of LTE OFDM and SC-FDMA Basics DL/UL Resource Grid
More informationChapter 1 Acknowledgment:
Chapter 1 Acknowledgment: This material is based on the slides formatted by Dr Sunilkumar S. Manvi and Dr Mahabaleshwar S. Kakkasageri, the authors of the textbook: Wireless and Mobile Networks, concepts
More informationOutline / Wireless Networks and Applications Lecture 7: Physical Layer OFDM. Frequency-Selective Radio Channel. How Do We Increase Rates?
Page 1 Outline 18-452/18-750 Wireless Networks and Applications Lecture 7: Physical Layer OFDM Peter Steenkiste Carnegie Mellon University RF introduction Modulation and multiplexing Channel capacity Antennas
More information3G Evolution HSPA and LTE for Mobile Broadband Part II
3G Evolution HSPA and LTE for Mobile Broadband Part II Dr Stefan Parkvall Principal Researcher Ericsson Research stefan.parkvall@ericsson.com Outline Series of three seminars I. Basic principles Channel
More informationA Research Concept on Bit Rate Detection using Carrier offset through Analysis of MC-CDMA SYSTEM
Available Online at www.ijcsmc.com International Journal of Computer Science and Mobile Computing A Monthly Journal of Computer Science and Information Technology ISSN 2320 088X IMPACT FACTOR: 5.258 IJCSMC,
More informationAn 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 informationWireless 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 informationMultiple Antenna Processing for WiMAX
Multiple Antenna Processing for WiMAX Overview Wireless operators face a myriad of obstacles, but fundamental to the performance of any system are the propagation characteristics that restrict delivery
More informationPart 3. Multiple Access Methods. p. 1 ELEC6040 Mobile Radio Communications, Dept. of E.E.E., HKU
Part 3. Multiple Access Methods p. 1 ELEC6040 Mobile Radio Communications, Dept. of E.E.E., HKU Review of Multiple Access Methods Aim of multiple access To simultaneously support communications between
More informationData and Computer Communications. Tenth Edition by William Stallings
Data and Computer Communications Tenth Edition by William Stallings Data and Computer Communications, Tenth Edition by William Stallings, (c) Pearson Education - 2013 CHAPTER 10 Cellular Wireless Network
More informationWelcome to SSY145 Wireless Networks Lecture 2
Welcome to SSY145 Wireless Networks Lecture 2 By Hani Mehrpouyan, Department of Signals and Systems, Chalmers University of Technology, hani.mehr@ieee.org Office #6317 1 Copy right 2011 Outline History
More informationChapter 6 Applications. Office Hours: BKD Tuesday 14:00-16:00 Thursday 9:30-11:30
Chapter 6 Applications 1 Office Hours: BKD 3601-7 Tuesday 14:00-16:00 Thursday 9:30-11:30 Chapter 6 Applications 6.1 3G (UMTS and WCDMA) 2 Office Hours: BKD 3601-7 Tuesday 14:00-16:00 Thursday 9:30-11:30
More informationStudy on the next generation ITS radio communication in Japan
Study on the next generation ITS radio communication in Japan DSRC International Task Force, Japan Contents 1. 5.8GHz DSRC in Japan (ARIB STD-T75) 2. Requirements for the next generation ITS radio communication
More informationUnit 3 - Wireless Propagation and Cellular Concepts
X Courses» Introduction to Wireless and Cellular Communications Unit 3 - Wireless Propagation and Cellular Concepts Course outline How to access the portal Assignment 2. Overview of Cellular Evolution
More informationOn the Spectral Efficiency of MIMO MC-CDMA System
I J C T A, 9(19) 2016, pp. 9311-9316 International Science Press On the Spectral Efficiency of MIMO MC-CDMA System Madhvi Jangalwa and Vrinda Tokekar ABSTRACT The next generation wireless communication
More informationPerformance of MIMO-OFDM system using Linear Maximum Likelihood Alamouti Decoder
Performance of MIMO-OFDM system using Linear Maximum Likelihood Alamouti Decoder Monika Aggarwal 1, Suman Sharma 2 1 2 Bhai Gurdas Engineering College Sangrur (Punjab) monikaaggarwal76@yahoo.com 1 sumansharma2711@gmail.com
More informationLTE & LTE-A PROSPECTIVE OF MOBILE BROADBAND
International Journal of Recent Innovation in Engineering and Research Scientific Journal Impact Factor - 3.605 by SJIF e- ISSN: 2456 2084 LTE & LTE-A PROSPECTIVE OF MOBILE BROADBAND G.Madhusudhan 1 and
More informationTHROUGHPUT AND CHANNEL CAPACITY OF MULTI-HOP VIRTUAL CELLULAR NETWORK
The th International Symposium on Wireless Personal Multimedia Communications (MC 9) THOUGHPUT AND CHANNEL CAPACITY OF MULTI-HOP VITUAL CELLULA NETWO Eisuke udoh Tohoku University Sendai, Japan Fumiyuki
More informationUMTS Radio Access Techniques for IMT-Advanced
Wireless Signal Processing & Networking Workshop at Tohoku University UMTS Radio Access Techniques for IMT-Advanced M. M. Sawahashi,, Y. Y. Kishiyama,, and H. H. Taoka Musashi Institute of of Technology
More informationFractionally Spaced Equalization and Frequency Diversity Methods for Block Transmission with Cyclic Prefix
Fractionally Spaced Equalization and Frequency Diversity Methods for Block Transmission with Cyclic Prefix Yuki Yoshida, Kazunori Hayashi, Hideaki Sakai Department of System Science, Graduate School of
More informationImplementation 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 informationBroadband d Wireless Technology
Wireline/Wireless Technology Forum, Sarajevo, Bosnia and Herzegovina, 7 May 2010 Broadband d Wireless Technology Fumiyuki Adachi Wireless Signal Processing & Networking (WSP&N) Lab. Dept. of Electrical
More informationCombined Phase Compensation and Power Allocation Scheme for OFDM Systems
Combined Phase Compensation and Power Allocation Scheme for OFDM Systems Wladimir Bocquet France Telecom R&D Tokyo 3--3 Shinjuku, 60-0022 Tokyo, Japan Email: bocquet@francetelecom.co.jp Kazunori Hayashi
More informationPerformance Analysis of MIMO-LTE for MQAM over Fading Channels
IOSR Journal of Electronics and Communication Engineering (IOSR-JECE) e-issn: 2278-2834,p- ISSN: 2278-8735.Volume 12, Issue 1, Ver. III (Jan.-Feb. 2017), PP 11-17 www.iosrjournals.org Performance Analysis
More informationNext Generation Synthetic Aperture Radar Imaging
Next Generation Synthetic Aperture Radar Imaging Xiang-Gen Xia Department of Electrical and Computer Engineering University of Delaware Newark, DE 19716, USA Email: xxia@ee.udel.edu This is a joint work
More informationTakeshi ITAGAKI a), Student Member and Fumiyuki ADACHI, Member
1954 IEICE TRANS. COMMUN., VOL.E87 B, NO.7 JULY 2004 PAPER Joint Frequency-Domain Equalization and Antenna Diversity Combining for Orthogonal Multicode DS-CDMA Signal Transmissions in a Frequency-Selective
More informationTo analyze the power spectral density and PAPR of FDMA and SC-FDM
www.ijaser.com 2014 by the authors Licensee IJASER- Under Creative Commons License 3.0 editorial@ijaser.com Research article ISSN 2277 9442 To analyze the power spectral density and PAPR of FDMA and SC-FDM
More informationLong Term Evolution (LTE)
1 Lecture 13 LTE 2 Long Term Evolution (LTE) Material Related to LTE comes from 3GPP LTE: System Overview, Product Development and Test Challenges, Agilent Technologies Application Note, 2008. IEEE Communications
More informationField Experiment on 5-Gbit/s Ultra-high-speed Packet Transmission Using MIMO Multiplexing in Broadband Packet Radio Access
Fourth-Generation Mobile Communications MIMO High-speed Packet Transmission Field Experiment on 5-Gbit/s Ultra-high-speed Packet Transmission Using MIMO Multiplexing in Broadband Packet Radio Access An
More information2-2 Advanced Wireless Packet Cellular System using Multi User OFDM- SDMA/Inter-BTS Cooperation with 1.3 Gbit/s Downlink Capacity
2-2 Advanced Wireless Packet Cellular System using Multi User OFDM- SDMA/Inter-BTS Cooperation with 1.3 Gbit/s Downlink Capacity KAWAZAWA Toshio, INOUE Takashi, FUJISHIMA Kenzaburo, TAIRA Masanori, YOSHIDA
More informationBeamforming for 4.9G/5G Networks
Beamforming for 4.9G/5G Networks Exploiting Massive MIMO and Active Antenna Technologies White Paper Contents 1. Executive summary 3 2. Introduction 3 3. Beamforming benefits below 6 GHz 5 4. Field performance
More informationSIMULATION OF LTE DOWNLINK SIGNAL
U.P.B. Sci. Bull., Series C, Vol. 75, Iss. 4, 2013 ISSN 2286 3540 SIMULATION OF LTE DOWNLINK SIGNAL Andrei Vasile IORDACHE 1 This paper investigates the effect of SINR in LTE downlink transmission. 3GPP
More informationPerformance Analysis of LTE System in term of SC-FDMA & OFDMA Monika Sehrawat 1, Priyanka Sharma 2 1 M.Tech Scholar, SPGOI Rohtak
Performance Analysis of LTE System in term of SC-FDMA & OFDMA Monika Sehrawat 1, Priyanka Sharma 2 1 M.Tech Scholar, SPGOI Rohtak 2 Assistant Professor, ECE Deptt. SPGOI Rohtak Abstract - To meet the increasing
More informationAdaptive Modulation, Adaptive Coding, and Power Control for Fixed Cellular Broadband Wireless Systems: Some New Insights 1
Adaptive, Adaptive Coding, and Power Control for Fixed Cellular Broadband Wireless Systems: Some New Insights Ehab Armanious, David D. Falconer, and Halim Yanikomeroglu Broadband Communications and Wireless
More informationORTHOGONAL 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 informationS.D.M COLLEGE OF ENGINEERING AND TECHNOLOGY
VISHVESHWARAIAH TECHNOLOGICAL UNIVERSITY S.D.M COLLEGE OF ENGINEERING AND TECHNOLOGY A seminar report on Orthogonal Frequency Division Multiplexing (OFDM) Submitted by Sandeep Katakol 2SD06CS085 8th semester
More informationReceiver Designs for the Radio Channel
Receiver Designs for the Radio Channel COS 463: Wireless Networks Lecture 15 Kyle Jamieson [Parts adapted from C. Sodini, W. Ozan, J. Tan] Today 1. Delay Spread and Frequency-Selective Fading 2. Time-Domain
More informationFrequency-Domain Equalization for SC-FDE in HF Channel
Frequency-Domain Equalization for SC-FDE in HF Channel Xu He, Qingyun Zhu, and Shaoqian Li Abstract HF channel is a common multipath propagation resulting in frequency selective fading, SC-FDE can better
More informationADVANCED WIRELESS TECHNOLOGIES. Aditya K. Jagannatham Indian Institute of Technology Kanpur
ADVANCED WIRELESS TECHNOLOGIES Aditya K. Jagannatham Indian Institute of Technology Kanpur Wireless Signal Fast Fading The wireless signal can reach the receiver via direct and scattered paths. As a result,
More informationHistory of the Digital Mobile Radio Systems in NTT & DoCoMo
History of the Digital Mobile Radio Systems in NTT & DoCoMo The University of Electro-Communications Nobuo Nakajima Progress of the Mobile Radio Systems Every 10 years 1 G Analog 2 G Digital 3 G IMT-2000
More informationMultiplexing Techniques Performance analysis and linking to OFDM and MIMO
www.jcser.com ISSN No: 2349-3798 Journal of Computer Science and Engineering Research: 2014, 1 (1):1-5 Multiplexing Techniques Performance analysis and linking to OFDM and MIMO 1 P. Karthik and 2 G. Kumaran
More informationInterference-aware channel segregation based dynamic channel assignment in HetNet
Interference-aware channel segregation based dynamic channel assignment in HetNet Ren Sugai, Abolfazl Mehbodniya a), and Fumiyuki Adachi Dept. of Comm. Engineering, Graduate School of Engineering, Tohoku
More informationMultiple Access Techniques for Wireless Communications
Multiple Access Techniques for Wireless Communications Contents 1. Frequency Division Multiple Access (FDMA) 2. Time Division Multiple Access (TDMA) 3. Code Division Multiple Access (CDMA) 4. Space Division
More informationECS455: 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 informationPerformance Study of MIMO-OFDM System in Rayleigh Fading Channel with QO-STB Coding Technique
e-issn 2455 1392 Volume 2 Issue 6, June 2016 pp. 190 197 Scientific Journal Impact Factor : 3.468 http://www.ijcter.com Performance Study of MIMO-OFDM System in Rayleigh Fading Channel with QO-STB Coding
More information3GPP Long Term Evolution LTE
Chapter 27 3GPP Long Term Evolution LTE Slides for Wireless Communications Edfors, Molisch, Tufvesson 630 Goals of IMT-Advanced Category 1 2 3 4 5 peak data rate DL / Mbit/s 10 50 100 150 300 max DL modulation
More informationLow-Complexity Beam Allocation for Switched-Beam Based Multiuser Massive MIMO Systems
Low-Complexity Beam Allocation for Switched-Beam Based Multiuser Massive MIMO Systems Jiangzhou Wang University of Kent 1 / 31 Best Wishes to Professor Fumiyuki Adachi, Father of Wideband CDMA [1]. [1]
More information