Self-Interference Canceller for Full-Duplex Radio Relay Station Using Virtual Coupling Wave Paths

Size: px
Start display at page:

Download "Self-Interference Canceller for Full-Duplex Radio Relay Station Using Virtual Coupling Wave Paths"

Transcription

1 Sef-Interference Canceer for Fu-Dupex Radio Reay Station Using Virtua Couping Wave Paths Kazunori Hayashi Yasuo Fujishima Megumi Kaneko Hideaki Sakai Riichi Kudo and Tomoki Murakami Graduate Schoo of Informatics, Kyoto University, Kyoto, Japan E-mai: Te/Fax: E-mai: Te/Fax: E-mai: Te/Fax: E-mai: Te/Fax: /4755 NTT Corporation, Yokosuka, Japan E-mai: E-mai: Abstract The paper considers a couping wave canceer for fu dupex radio reay station using adaptive antenna array. Taking advantage of the fact that couping waves to be canceed at the reay station consist of its own past transmitted signas, we propose a beamforming method using not ony received signas at actua antenna eements but aso virtua received signas, which are generated in the reay station with artificia channe impuse responses, that is to say, virtua couping wave paths. With the approach, the proposed method can eiminate couping waves without increasing the number of actua antenna eements even when the number of couping wave paths is arge due to high speed communications. Computer simuation resuts show that the proposed method achieves couping wave canceation with smaer number of antenna eements than that of couping wave paths. I. INTRODUCTION There has been an increasing interest in the utiization of radio reay stations for enhancing wireess communications systems. In particuar, the concept of fu dupex radio reay station using the same radio resources for the transmission and the reception has drawn much attention due to the potentia impact on the spectra efficiency. In such a reay system, a couping wave from the transmitter to the receiver of the same reay station causes serious probems, such as distortion of the signa or osciation. So far, couping wave canceation schemes using adaptive fiter have been proposed [1]-[4], however, the approach requires the gain of the ampifier at the reay station to be sma enough to guarantee the stabiity of the adaptive fiter. On the other hand, an adaptive antenna array can be used for the canceation of the couping waves as we [5][6], but a arge number of antenna eements are needed in order to obtain the necessary degree of freedom of the antenna array to cance the couping wave in high speed communications systems. In this paper, we consider the couping wave canceation scheme for fu dupex radio reay stations using adaptive antenna array. Taking advantage of the fact that the couping waves to be canceed at the reay station consist of its own past transmitted signas, we propose a beamforming method using not ony received signas at actua antenna eements but x(n) BS BS to RS path H (z) 1 H (z) M Rx. antenna array r 1 (n) r M (n) w * 1 y(n) couping wave path C (z) 1 C (z) M reay station w M * z -a G(z) g u(n) RS to MT path Tx. antenna Fig. 1. Fu dupex radio reay station using adaptive antenna array. aso virtua received signas, which are generated in the reay station with artificia FIR (Finite Impuse Response) fiters, that is to say, virtua couping wave paths. The proposed method can obtain sufficient degree of freedom to cance the couping waves by just increasing the number of FIR fiters in the reay station without increasing the number of actua antennas. Moreover, the proposed canceer can operate in a bind manner for a specia configuration. Computer simuation resuts show that the proposed approach using sufficient number of virtua couping wave paths can achieve the canceation regardess of the number of actua antennas. II. SYSTEM MODEL Consider the downink communication using fu dupex radio reay station as shown in Fig. 1, where transmit (Tx.) antennas of the base station (BS) and the reay station (RS) have singe eement, whie the receiving (Rx.) antenna of the RS is an antenna array with M eements. The transmitted signa from the BS x(n) is assumed to be white, zero mean and variance of σx. The received signa at the m-th antenna eement of the RS is given by r m (n) = h m x(n ) c m k u(n k)n m (n), (1) MT

2 where {h 0 m,,h m } and {c 0 m,,cm } are impuse responses of the channe from the BS to the m-th antenna eement and from the Tx. antenna of the RS to the m-th antenna (namey, the m-th couping wave path), respectivey. Moreover, n m (n) is the additive white noise with zero mean and variance σ n, and u(n) is the transmitted signa from the RS. In the figure, and H m (z) = h mz, () C m (z) = c k mz k, (3) are the transfer functions of the corresponding channes. Defining the received signa vector r(n) as r(n) =[r 1 (n) r M (n)] T = h x(n ) c k u(n k)n(n), (4) where h =[h 1 h M] T, c k =[c k 1 c k M ] T, n(n) =[n 1 (n) n M (n)] T, the output of the adaptive antenna array is obtained by the inner product between r(n) and beamforming vector w = [w 1 w M ] T as y(n) =w H r(n) = w H h x(n ) w H c k u(n k)w H n(n). (5) The fundamenta roe of the RS is to forward the signa from the BS to the mobie termina (MT) with the ampification. After giving the gain g by the ampifier, the transmitted signa from the RS is written as u(n) =gz a y(n), (6) where z a is a deay of a ( L) sampes artificiay introduced so as to make u(n) uncorreated with x(n) [3]. From (5), in order to eiminate the couping wave, the beamforming vector has to satisfy the condition w H c k =0, (k =0,,K 1), (7) where the number of equations is K and that of variabes {w 1,,w M } is M. This means that the number of antenna eements M has to be greater than the number of paths K for the perfect canceation of the couping wave for any reaization of the couping wave path. Therefore, with the conventiona approach, we need a arge number of antenna eements for high speed transmissions, because of the higher time resoution due to high samping rate [7]. x(n) BS to RS path H (z) 1 H M (z) Rx. antenna array reay station w 1 * w M * w^ * 1 virtua antenna array w^ * Q couping wave path C (z) 1 C (z) M C ^ 1 (z) Tx. antenna z -a G(z) C ^ Q(z) virtua couping wave path Fig.. Proposed radio reay station with virtua couping wave paths. III. PROPOSED COUPLING WAVE CANCELLER g u(n) A. Virtua Couping Wave Paths The couping waves comprise the reay station s own past transmitted signa u(n k), (k =1,,K 1), which is avaiabe if it has a memory device. This means that the reay station can generate artificia received signas of couping wave paths using u(n k) and some appropriate FIR fiters. We ca the FIR fiters as virtua couping wave paths and the output signas are processed together with the received signas at actua antenna eements. With the approach, we can increase the degree of freedom of the antenna array for couping wave canceation without adding actua antenna eements. Note that the artificia couping waves are composed ony by u(n k)s and do not incude signas from the BS or the additive noise. To be more specific, Q virtua couping wave paths of FIR fiters are empoyed in the reay station as shown in Fig.. The impuse response of the q-th FIR fiter is defined as {ĉ 0 q ĉq } and the transfer function is given by Ĉ q (z) = ĉ k q z k. (8) Denoting the received signa of the q-th virtua couping wave path as ˆr q (n), and defining the virtua received signa vector as ˆr(n) =[ˆr 1 (n) ˆr Q (n)] T, (9) the concatenated received signa vector of r(n) and ˆr(n) is given by r(n) =[r T (n) ˆr T (n)] T = h x(n ) c k u(n k)ñ(n), (10)

3 where h =[h T 0 1 Q ] T, c k =[c T k ĉt k ] T, ĉ k =[ĉ k 1 ĉ k Q] T, ñ(n) =[n T (n) 0 1 Q ] T. Defining virtua beamforming vector as ŵ =[ŵ 1 ŵ Q ] T, (11) and the concatenated beamforming vector as w =[w T ŵ T ] T, (1) the output of the adaptive antenna array is written as y(n) = Therefore, if w H h x(n ) w H c k u(n k) w H ñ(n). (13) w H c k =0, (k =0,,K 1) (14) hods, the couping waves are competey eiminated. Compared with (7), we recognize that the number of the variabes {w 1,,w M, ŵ 1, ŵ Q } of (14) is increased by the number of the virtua couping wave paths Q. This enabes us to increase the degree of freedom of the adaptive antenna array for the canceation of the couping waves. B. Impuse Responses of Virtua Couping Wave Paths We propose two practica methods to determine the impuse responses of virtua couping wave paths. If we can empoy the same number of FIR fiters as the ength of the impuse response of the couping wave paths K, the couping waves can be eiminated by setting { ĉ k β, q = k q =, (15) 0, otherwise where β is an arbitrary constant. Henceforth, we ca the approach VCC (virtua couping channe) 1. On the other hand, an aternative method (VCC) is appicabe for the case of Q<K. VCC uses reaizations of random variabes of independent and identica distribution as ξ 0 1 ξ1 ξ 0 ĉ 0 =..,, ĉ ξ =., (16) ξq 0 ξ Q where each ξs t (s = 1,,Q, t = 0,,K 1) is a reaization of a random variabe Ξ t s from a certain distribution. C. Beamforming Vector of Proposed Adaptive Array We consider the beamforming vector based on the MMSE criterion. Assuming that d is the deay time of the path with the maximum power as d = argmax h, (17) the cost function can be written as J( w) =E[ x(n d) w H r(n) ]. (18) Note that the assumption is just for the simpicity and we can aso set the weighted sum of x(n ), =0,,L 1 to be the desired signa in order to improve the SNR (Signa to Noise Ratio) at the MT. The optima MMSE beamforming vector is obtained as where w MMSE = σ xr r h d, (19) R r =E [ r(n) r H (n) ] = σx h hh σu c k c H k σnrñ, (0) [ ] IM 0 Rñ =, (1) 0 0 and ( ) denotes Moore-Penrose pseudo inverse. Here, we use pseudo inverse because R r may be singuar. D. Bind Couping Wave Canceation When M =1, the proposed method can operate in a bind manner. Here, the term bind means that the beamforming vector can be updated without any prior information such as piot signas or h d. Note that, with the configuration, ony the couping waves can be canceed using the signas from the virtua paths, whie the antenna cannot steer the beam pattern to any other signas. As a resuts, a the signas from the BS are captured in this case. By setting the weight of the actua antenna to be 1, we obtain the optimum beamforming vector as w = ( v H R 1 r k v) 1 R 1 r v, () where v = [ ] T. As for the correation matrix, we can repace R r by a sampe correation matrix obtained by using the update rue ˆR r (n) = n 1 n ˆR r (n 1) 1 n r(n) rh (n). (3) IV. NUMERICAL RESULTS Tabe I shows the numerica experiment conditions. The channes between the BS and the RS, and couping wave paths are assumed to be Rayeigh fading channe with and 13 paths, respectivey. OFDM (Orthogona Frequency Division Mutipexing) signaing with FFT (Fast Fourier Transform) size of 64 and the guard interva of 16 is used as the moduation scheme. We set the gain of the ampifier at the

4 TABLE I SYSTEM PARAMETER OF NUMERICAL EXPERIMENT BS-RS channe Rayeigh fading ( paths) Couping wave paths Rayeigh fading (13 paths) Transmission scheme OFDM Mod./Demod. scheme QPSK coherent detection FFT size 64 Guard ength 16 Gain at the RS g =10 5 The number of trias 100, 000 RS to be g =10 5 and VCC1 is used for the virtua couping wave paths. For the evauation of the couping wave canceation performance, we adopt BER (Bit Error Rate) at the output of the adaptive array of the RS, athough the RS does not have to decode the received signa in the actua operation. Figure 3 iustrates the BER versus the received SNR of the RS, where the sum of the number of actua and virtua antennas is kept to 16. From the figure, we can see that the proposed method can achieve the best performance when M =3and Q =13. This is because the proposed method with Q 13 can competey eiminate the couping waves, whie greater M is desired from a view point of the diversity effect on the signas from the BS. This aso means that the capabiity of the virtua antennas to cance the couping waves is better than that of the actua antennas. The gain given by the RS to the desired signa depends not ony on the gain of the ampifier g but aso the beamforming vector, therefore, we have evauated the overa gain defined as g w H h i j h j i. (4) Figure 4 shows the overa gain performance of the proposed method. We can see that M =3and Q =13can achieve the best gain performance again. This is because, with Q =13, a the degree of freedom of the actua antenna can be used ony for the reception of the desired signas from the BS. Finay, we have evauated the performance of the proposed method with M = 1 and bind operation. The correation matrix is obtained by (3) and the normaized SCE (squared canceing error) defined as y(n) 10 og wh h x(n ) 10 (5) wh h x(n ) is used for the performance metric. Figure 5 iustrates the SCE performance using the beamforming vector after the adaptation of 5, 000 steps. From the figure, we can see that the couping wave is amost perfecty canceed and ony the observation noise is remaining in the output of the array. V. CONCLUSIONS In this paper, we have proposed a couping wave canceer with an adaptive array for the reaization of a radio reay BER gain M=1, Q=15 M=, Q=14 M=3, Q=13 M=4, Q=1 M=5, Q=11 M=6, Q= x Fig. 3. BER performance target vaue 4 M=1, Q=15 M=, Q=14 M=3, Q=13 M=4, Q=1 M=5, Q=11 M=6, Q= Fig. 4. Gain performance station, which can simutaneousy transmit and receive signas using the same carrier frequency. The key issue about the proposed method is the introduction of the virtua couping wave paths using the reay station s past transmitted signas. Moreover, we have proposed a bind couping wave canceation scheme with an omni directiona antenna and virtua antennas. From the numerica resuts, it can be concuded that the proposed approach with sufficient number of virtua couping wave paths can efficienty eiminate the couping waves even when their number is greater than that of actua antenna eements. REFERENCES [1] K. Yamazaki, R. Hayashi, F. Ishizu, M. Miyake, Y. Takeuchi, and K. Haeiwa, A study on a oop canceer for SFN in digita terrestria broadcasting, IEICE technica report. RCS, vo. 100, no. 194, pp , Juy 000 (in Japanese).

5 SCE [db] Fig. 5. SCE performance (M =1) [] K. Imamura, H. Hamazumi, K. Shibuya, M. Sasaki, Loop interference canceation method for reay station in singe frequency networks, J. Inst. Image Information Teevision Eng., vo. 54, no. 11, pp , 000 (in Japanese). [3] H. Sakai, T. Oka, and K. Hayashi, Simpe adaptive fiter method for canceation of couping wave in OFDM signas at SFN reay station, Proc. EUSIPCO 006, Sept [4] L. Sun and A. Sano, Adaptive couping wave canceation for SFN reay station in OFDM systems, IEICE Trans. Commun., vo. J89-A, no. 10, pp , Oct. 006 (in Japanese). [5] M. Shirakabe, T. Fujii, and M. Nakagawa, Couping interference reduction system using adaptive array antenna in SFN repeater, IEICE technica report. NS, vo. 101, no. 195, pp. 37-4, Juy 001 (in Japanese). [6] B. Chun, E. -R. Jeong, J. Joung, Y. Oh, and Yong H. Lee, Pre nuing for sef interference suppression in fu dupex reays, Proc. of APSIPA ASC 009, Sapporo, Japan, Oct [7] A. Godsmith, Wireess communications, Cambridge University Press, 005.

Rate-Allocation Strategies for Closed-Loop MIMO-OFDM

Rate-Allocation Strategies for Closed-Loop MIMO-OFDM Rate-Aocation Strategies for Cosed-Loop MIMO-OFDM Joon Hyun Sung and John R. Barry Schoo of Eectrica and Computer Engineering Georgia Institute of Technoogy, Atanta, Georgia 30332 0250, USA Emai: {jhsung,barry}@ece.gatech.edu

More information

Channel Division Multiple Access Based on High UWB Channel Temporal Resolution

Channel Division Multiple Access Based on High UWB Channel Temporal Resolution Channe Division Mutipe Access Based on High UWB Channe Tempora Resoution Rau L. de Lacerda Neto, Aawatif Menouni Hayar and Mérouane Debbah Institut Eurecom B.P. 93 694 Sophia-Antipois Cedex - France Emai:

More information

THE TRADEOFF BETWEEN DIVERSITY GAIN AND INTERFERENCE SUPPRESSION VIA BEAMFORMING IN

THE TRADEOFF BETWEEN DIVERSITY GAIN AND INTERFERENCE SUPPRESSION VIA BEAMFORMING IN THE TRADEOFF BETWEEN DIVERSITY GAIN AND INTERFERENCE SUPPRESSION VIA BEAMFORMING IN A CDMA SYSTEM Yan Zhang, Laurence B. Mistein, and Pau H. Siege Department of ECE, University of Caifornia, San Diego

More information

Co-channel Interference Suppression Techniques for STBC OFDM System over Doubly Selective Channel

Co-channel Interference Suppression Techniques for STBC OFDM System over Doubly Selective Channel Co-channe Interference Suppression Techniques for STBC OFDM System over Douby Seective Channe Jyoti P. Patra Dept. of Eectronics and Communication Nationa Institute Of Technoogy Rourkea-769008, India E

More information

Performance of Single User vs. Multiuser Modulation in Wireless Multicarrier (MC) Communications

Performance of Single User vs. Multiuser Modulation in Wireless Multicarrier (MC) Communications erformance of Singe User vs. Mutiuser Moduation in Wireess Muticarrier (MC) Communications Anwaru Azim, ecturer, East West University Bangadesh Abstract-- he main objective of this paper is to compare

More information

Improving the Active Power Filter Performance with a Prediction Based Reference Generation

Improving the Active Power Filter Performance with a Prediction Based Reference Generation Improving the Active Power Fiter Performance with a Prediction Based Reference Generation M. Routimo, M. Sao and H. Tuusa Abstract In this paper a current reference generation method for a votage source

More information

Suppression of ISI Caused by Sampling Time Offset in IFDMA Systems

Suppression of ISI Caused by Sampling Time Offset in IFDMA Systems Suppression of ISI Caused by Samping Time Offset in IFDA Systems Aexander Arkhipov, ichae Schne German Aerospace Center (DLR), Inst. of Communications and Navigation, D-82234, Wessing, Germany. Phone/e-mai:

More information

Secure Physical Layer Key Generation Schemes: Performance and Information Theoretic Limits

Secure Physical Layer Key Generation Schemes: Performance and Information Theoretic Limits Secure Physica Layer Key Generation Schemes: Performance and Information Theoretic Limits Jon Waace Schoo of Engineering and Science Jacobs University Bremen, Campus Ring, 879 Bremen, Germany Phone: +9

More information

A Novel Method for Doppler and DOD- DOA Jointly Estimation Based on FRFT in Bistatic MIMO Radar System

A Novel Method for Doppler and DOD- DOA Jointly Estimation Based on FRFT in Bistatic MIMO Radar System 7 Asia-Pacific Engineering and Technoogy Conference (APETC 7) ISBN: 978--6595-443- A Nove Method for Dopper and DOD- DOA Jointy Estimation Based on FRFT in Bistatic MIMO Radar System Derui Song, Li Li,

More information

BER Performance Analysis of Cognitive Radio Physical Layer over Rayleigh fading Channel

BER Performance Analysis of Cognitive Radio Physical Layer over Rayleigh fading Channel Internationa Journa of Computer ppications (0975 8887) Voume 5 No.11, Juy 011 BER Performance naysis of Cognitive Radio Physica Layer over Rayeigh fading mandeep Kaur Virk Dr. B R mbedkar Nationa Institute

More information

Performance Measures of a UWB Multiple-Access System: DS/CDMA versus TH/PPM

Performance Measures of a UWB Multiple-Access System: DS/CDMA versus TH/PPM Performance Measures of a UWB Mutipe-Access System: DS/CDMA versus TH/PPM Aravind Kaias and John A. Gubner Dept. of Eectrica Engineering University of Wisconsin-Madison Madison, WI 53706 akaias@wisc.edu,

More information

Resource Allocation via Linear Programming for Multi-Source, Multi-Relay Wireless Networks

Resource Allocation via Linear Programming for Multi-Source, Multi-Relay Wireless Networks Resource Aocation via Linear Programming for Muti-Source, Muti-Reay Wireess Networs Nariman Farsad and Andrew W Ecford Dept of Computer Science and Engineering, Yor University 4700 Keee Street, Toronto,

More information

Effect of Estimation Error on Adaptive L-MRC Receiver over Nakagami-m Fading Channels

Effect of Estimation Error on Adaptive L-MRC Receiver over Nakagami-m Fading Channels Internationa Journa of Appied Engineering Research ISSN 973-456 Voume 3, Number 5 (8) pp. 77-83 Research India Pubications. http://www.ripubication.com Effect of Estimation Error on Adaptive -MRC Receiver

More information

Communication Systems

Communication Systems Communication Systems 1. A basic communication system consists of (1) receiver () information source (3) user of information (4) transmitter (5) channe Choose the correct sequence in which these are arranged

More information

CHANNEL ESTIMATION PERFORMANCE FOR ZERO-OVERHEAD CHANNEL ACCESS IN MOBILE SENSOR NETWORKS

CHANNEL ESTIMATION PERFORMANCE FOR ZERO-OVERHEAD CHANNEL ACCESS IN MOBILE SENSOR NETWORKS CANNEL ESTIMATION PERFORMANCE FOR ZERO-OVEREAD CANNEL ACCESS IN MOBILE SENSOR NETWORKS John E. Keider, Ghassan Maaoui, Steve Gifford, and Scott Chuprun Genera Dynamics C4 Systems Scottsdae, AZ, 8557 Brian

More information

Copyright 2000 IEEE. IEEE Global Communications Conference (Globecom 2000), November 27 - December 1, 2000, San Francisco, California, USA

Copyright 2000 IEEE. IEEE Global Communications Conference (Globecom 2000), November 27 - December 1, 2000, San Francisco, California, USA Copyright 2000 EEE. EEE Goba Communications Conference (Gobecom 2000), November 27 - December 1, 2000, San Francisco, Caifornia, USA Persona use of this materia is permitted. owever, permission to reprint/repubish

More information

Joint Optimal Power Allocation and Relay Selection with Spatial Diversity in Wireless Relay Networks

Joint Optimal Power Allocation and Relay Selection with Spatial Diversity in Wireless Relay Networks Proceedings of SDR'11-WInnComm-Europe, 22-24 Jun 2011 Joint Optima Power Aocation and Reay Seection with Spatia Diversity in Wireess Reay Networks Md Habibu Isam 1, Zbigniew Dziong 1, Kazem Sohraby 2,

More information

Transmit-Diversity-Assisted Space-Shift Keying for Colocated and Distributed/Cooperative MIMO Elements

Transmit-Diversity-Assisted Space-Shift Keying for Colocated and Distributed/Cooperative MIMO Elements 2864 IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, VOL 60, NO 6, JULY 2011 Transmit-Diversity-Assisted Space-Shift Keying for Coocated and Distributed/Cooperative MIMO Eements Du Yang, Chao Xu, Student Member,

More information

Top Down Design of Joint MODEM and CODEC Detection Schemes for DSRC Coded-FSK Systems over High Mobility Fading Channels

Top Down Design of Joint MODEM and CODEC Detection Schemes for DSRC Coded-FSK Systems over High Mobility Fading Channels Top Down Design of Joint MODEM and CODEC Detection Schemes for DSRC Coded-FSK Systems over High Mobiity Fading Channes Juinn-Horng Deng, Feng-Chin Hsiao, and Yi-Hsin Lin Department of Communications Engineering

More information

FREQUENCY-DOMAIN TURBO EQUALIZATION FOR SINGLE CARRIER MOBILE BROADBAND SYSTEMS. Liang Dong and Yao Zhao

FREQUENCY-DOMAIN TURBO EQUALIZATION FOR SINGLE CARRIER MOBILE BROADBAND SYSTEMS. Liang Dong and Yao Zhao FREQUENCY-DOMAIN TURBO EQUALIZATION FOR SINGLE CARRIER MOBILE BROADBAND SYSTEMS Liang Dong and Yao Zhao Department of Eectrica and Computer Engineering Western Michigan University Kaamazoo, MI 49008 ABSTRACT

More information

Airborne Ultrasonic Position and Velocity Measurement Using Two Cycles of Linear-Period-Modulated Signal

Airborne Ultrasonic Position and Velocity Measurement Using Two Cycles of Linear-Period-Modulated Signal Airborne Utrasonic Position and Veocity Measurement Using Two Cyces of Linear-Period-Moduated Signa Shinya Saito 1, Minoru Kuribayashi Kurosawa 1, Yuichiro Orino 1, and Shinnosuke Hirata 2 1 Department

More information

Rateless Codes for the Gaussian Multiple Access Channel

Rateless Codes for the Gaussian Multiple Access Channel Rateess Codes for the Gaussian Mutipe Access Channe Urs Niesen Emai: uniesen@mitedu Uri Erez Dept EE, Te Aviv University Te Aviv, Israe Emai: uri@engtauaci Devavrat Shah Emai: devavrat@mitedu Gregory W

More information

University of Bristol - Explore Bristol Research. Peer reviewed version. Link to published version (if available): /GLOCOM.2003.

University of Bristol - Explore Bristol Research. Peer reviewed version. Link to published version (if available): /GLOCOM.2003. Coon, J., Siew, J., Beach, MA., Nix, AR., Armour, SMD., & McGeehan, JP. (3). A comparison of MIMO-OFDM and MIMO-SCFDE in WLAN environments. In Goba Teecommunications Conference, 3 (Gobecom 3) (Vo. 6, pp.

More information

Iterative Transceiver Design for Opportunistic Interference Alignment in MIMO Interfering Multiple-Access Channels

Iterative Transceiver Design for Opportunistic Interference Alignment in MIMO Interfering Multiple-Access Channels Journa of Communications Vo. 0 No. February 0 Iterative Transceiver Design for Opportunistic Interference Aignment in MIMO Interfering Mutipe-Access Channes Weipeng Jiang ai Niu and Zhiqiang e Schoo of

More information

TEMPORAL FAIRNESS ENHANCED SCHEDULING FOR COOPERATIVE RELAYING NETWORKS IN LOW MOBILITY FADING ENVIRONMENTS

TEMPORAL FAIRNESS ENHANCED SCHEDULING FOR COOPERATIVE RELAYING NETWORKS IN LOW MOBILITY FADING ENVIRONMENTS TEMPORAL FAIRNESS ENHANCED SCHEDULING FOR COOPERATIVE RELAYING NETWORKS IN LOW MOBILITY FADING ENVIRONMENTS Ingmar Hammerström, Jian Zhao, and Armin Wittneben Swiss Federa Institute of Technoogy (ETH)

More information

A Low Complexity VCS Method for PAPR Reduction in Multicarrier Code Division Multiple Access

A Low Complexity VCS Method for PAPR Reduction in Multicarrier Code Division Multiple Access 0 JOURNAL OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA, VOL. 5, NO., JUNE 007 A Low Compexity VCS Method for PAPR Reduction in Muticarrier Code Division Mutipe Access Si-Si Liu, Yue iao, Qing-Song Wen,

More information

Combined Phase Compensation and Power Allocation Scheme for OFDM Systems

Combined 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 information

Channel Estimation for SC-FDE Systems Using Frequency Domain Multiplexed Pilots

Channel Estimation for SC-FDE Systems Using Frequency Domain Multiplexed Pilots Channe Estimation for SC-FDE Systems Using Frequency Domain utipexed Piots Chan-Tong am, David D. Faconer and Forence Danio-emoine BCWS, Careton Univ., Canada K1S 5B6 Emai: {amc, ddf, fdanio@sce.careton.ca

More information

Pulsed RF Signals & Frequency Hoppers Using Real Time Spectrum Analysis

Pulsed RF Signals & Frequency Hoppers Using Real Time Spectrum Analysis Pused RF Signas & Frequency Hoppers Using Rea Time Spectrum Anaysis 1 James Berry Rohde & Schwarz Pused Rea Time and Anaysis Frequency Seminar Hopper Agenda Pused Signas & Frequency Hoppers Characteristics

More information

Best Relay Selection Using SNR and Interference Quotient for Underlay Cognitive Networks

Best Relay Selection Using SNR and Interference Quotient for Underlay Cognitive Networks IEEE ICC 1 - Wireess Communications Symposium Best Reay Seection Using SNR and Interference Quotient for Underay Cognitive Networks Syed Imtiaz Hussain 1, Mohamed M. Abdaah 1, Mohamed-Sim Aouini 1,, Mazen

More information

PAPER An Iterative MIMO Receiver Employing Virtual Channels with a Turbo Decoder for OFDM Wireless Systems

PAPER An Iterative MIMO Receiver Employing Virtual Channels with a Turbo Decoder for OFDM Wireless Systems 878 IEICE TRANS. COMMUN., VOL.E98 B, NO.5 MAY 015 PAPER An Iterative MIMO Receiver Empoying Virtua Channes with a Turbo Decoder for OFDM Wireess Systems Akihito TAYA, Member, Satoshi DENNO a), Koji YAMAMOTO,

More information

Fractionally 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 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 information

B.Sathish Kumar 1, K.R.Shankar Kumar 2 1,2

B.Sathish Kumar 1, K.R.Shankar Kumar 2 1,2 A ove Approach of Linear Parae nterference Canceation in Upin OFDMA Systems with Carrier Freuency Offsets B.Sathish umar 1,.R.Shanar umar 1, Department of Eectronics Communication Engineering Sri Ramarishna

More information

Information Theoretic Radar Waveform Design for Multiple Targets

Information Theoretic Radar Waveform Design for Multiple Targets 1 Information Theoretic Radar Waveform Design for Mutipe Targets Amir Leshem and Arye Nehorai Abstract In this paper we use information theoretic approach to design radar waveforms suitabe for simutaneousy

More information

Blind Multiuser Detection in Asynchronous DS-CDMA Systems over Nakagami-m Fading Channels

Blind Multiuser Detection in Asynchronous DS-CDMA Systems over Nakagami-m Fading Channels Bind Mutiuser Detection in Asynchronous DS-CDMA Systems over akagami-m Fading Channes Vinay Kumar Pamua JU Kakinada, Andhra Pradesh, India 533 003 pamuavk@yahoo.com ABSRAC his paper presents a technique

More information

Wireless Communications

Wireless Communications Wireess Communications Mutipe Access Hamid Bahrami Eectrica & Computer Engineering Communication System Bock Diagram Dupexing Dupexing: transmit and receive at the same time Exampe: teephone, how about

More information

Hybrid Digital-Analog Joint Source Channel Coding for Broadcast Multiresolution Communications

Hybrid Digital-Analog Joint Source Channel Coding for Broadcast Multiresolution Communications 217 25th European Signa Processing Conference (EUSIPCO) Hybrid Digita-Anaog Joint Source Channe Coding for Broadcast Mutiresoution Communications O. Fresnedo, P. Suárez-Casa, L. Castedo Department of Eectronics

More information

ADAPTIVE ITERATION SCHEME OF TURBO CODE USING HYSTERESIS CONTROL

ADAPTIVE ITERATION SCHEME OF TURBO CODE USING HYSTERESIS CONTROL ADATIV ITRATION SCHM OF TURBO COD USING HYSTRSIS CONTROL Chih-Hao WU, Kenichi ITO, Yung-Liang HUANG, Takuro SATO Received October 9, 4 Turbo code, because of its remarkabe coding performance, wi be popuar

More information

FBMC/OQAM for the Asynchronous Multi-User MIMO Uplink

FBMC/OQAM for the Asynchronous Multi-User MIMO Uplink FBMC/OQAM for the Asynchronous Muti-User MIMO Upin Yao Cheng, Peng Li, and Martin Haardt Communications Research Laboratory, Imenau University of Technoogy P. O. Box 100565, D-98694 Imenau, Germany {y.cheng,

More information

Simulation Model for a Frequency-Selective Land Mobile Satellite Communication Channel

Simulation Model for a Frequency-Selective Land Mobile Satellite Communication Channel Vo 3, No., Simuation Mode for a Frequency-Seective Land Mobie Sateite Communication Channe Abstract Zachaeus K. Adeyemo, Oumide O. Ajayi *, Festus K. Ojo 3. Department of Eectronic and Eectrica Engineering,

More information

Efficient Downlink Channel Reconstruction for FDD Multi-Antenna Systems

Efficient Downlink Channel Reconstruction for FDD Multi-Antenna Systems 1 Efficient Downink Channe Reconstruction for FDD Muti-Antenna Systems Yu Han, Tien-Hao Hsu, Chao-Kai Wen, Kai-Kit Wong, and Shi Jin Nationa Mobie Communications Research Laboratory, Southeast University,

More information

COMPARATIVE ANALYSIS OF ULTRA WIDEBAND (UWB) IEEE A CHANNEL MODELS FOR nlos PROPAGATION ENVIRONMENTS

COMPARATIVE ANALYSIS OF ULTRA WIDEBAND (UWB) IEEE A CHANNEL MODELS FOR nlos PROPAGATION ENVIRONMENTS COMPARATIVE ANALYSIS OF ULTRA WIDEBAND (UWB) IEEE80.15.3A CHANNEL MODELS FOR nlos PROPAGATION ENVIRONMENTS Ms. Jina H. She PG Student C.C.E.T, Wadhwan, Gujarat, Jina_hshet@yahoo.com Dr. K. H. Wandra Director

More information

Performance Comparison of Cyclo-stationary Detectors with Matched Filter and Energy Detector M. SAI SINDHURI 1, S. SRI GOWRI 2

Performance Comparison of Cyclo-stationary Detectors with Matched Filter and Energy Detector M. SAI SINDHURI 1, S. SRI GOWRI 2 ISSN 319-8885 Vo.3,Issue.39 November-14, Pages:7859-7863 www.ijsetr.com Performance Comparison of Cyco-stationary Detectors with Matched Fiter and Energy Detector M. SAI SINDHURI 1, S. SRI GOWRI 1 PG Schoar,

More information

Joint Detection and CFO Compensation in Asynchronous Multi-User MIMO OFDM Systems

Joint Detection and CFO Compensation in Asynchronous Multi-User MIMO OFDM Systems Joint Detection and CFO Compensation in Asynchronous Muti-User MIMO OFDM Systems Vincent Kotzsch, Jörg Hofed and Gerhard Fettweis Vodafone Chair Mobie Communications Systems, TU-Dresden, Germany Emai:

More information

On the Relationship Between Capacity and Distance in an Underwater Acoustic Communication Channel

On the Relationship Between Capacity and Distance in an Underwater Acoustic Communication Channel On the Reationship Between Capacity and Distance in an Underwater Acoustic Communication Channe Miica Stojanovic Massachusetts Institute of Technoogy miitsa@mit.edu ABSTRACT Path oss of an underwater acoustic

More information

Resource Allocation for Network-Integrated Device-to-Device Communications Using Smart Relays

Resource Allocation for Network-Integrated Device-to-Device Communications Using Smart Relays Resource Aocation for Network-Integrated Device-to-Device Communications Using Smart Reays Monowar Hasan and Ekram Hossain Department of Eectrica and Computer Engineering, University of Manitoba, Winnipeg,

More information

Project: IEEE P Working Group for Wireless Personal Area Networks N

Project: IEEE P Working Group for Wireless Personal Area Networks N Project: IEEE P802.15 Working Group for Wireess Persona Area Networks N (WPANs( WPANs) Tite: [MATLAB Simuation Program for TSV-channe mode] Date Submitted: [September 18, 2006] Source: [Hiroshi Harada,

More information

Throughput Enhancement for MIMO OFDM Systems Using Transmission Control and Adaptive Modulation

Throughput Enhancement for MIMO OFDM Systems Using Transmission Control and Adaptive Modulation Throughput Enhancement for MIMOOFDM Systems Using Transmission Control and Adaptive Modulation Yoshitaka Hara Mitsubishi Electric Information Technology Centre Europe B.V. (ITE) 1, allee de Beaulieu, Rennes,

More information

Power Spectrum Optimization for Interference Mitigation via Iterative Function Evaluation

Power Spectrum Optimization for Interference Mitigation via Iterative Function Evaluation Power Spectrum Optimization for Interference Mitigation via Iterative Function Evauation Hayssam Dahrouj, Wei Yu, Taiwen Tang, and Steve Beaudin Eectrica and Computer Engineering Dept., University of Toronto,

More information

Dealing with Link Blockage in mmwave Networks: D2D Relaying or Multi-beam Reflection?

Dealing with Link Blockage in mmwave Networks: D2D Relaying or Multi-beam Reflection? Deaing with Lin Bocage in mmwave etwors: DD Reaying or Muti-beam Refection? Mingjie Feng, Shiwen Mao Dept. Eectrica & Computer Engineering Auburn University, Auburn, AL 36849-5, U.S.A. Tao Jiang Schoo

More information

Resource Allocation via Linear Programming for Fractional Cooperation

Resource Allocation via Linear Programming for Fractional Cooperation 1 Resource Aocation via Linear Programming for Fractiona Cooperation Nariman Farsad and Andrew W Ecford Abstract In this etter, resource aocation is considered for arge muti-source, muti-reay networs empoying

More information

Joint Beamforming and Power Optimization with Iterative User Clustering for MISO-NOMA Systems

Joint Beamforming and Power Optimization with Iterative User Clustering for MISO-NOMA Systems This artice has been accepted for pubication in a future issue of this journa, but has not been fuy edited. Content may change prior to fina pubication. Citation information: DOI 0.09/ACCESS.07.70008,

More information

Relays that Cooperate to Compute

Relays that Cooperate to Compute Reays that Cooperate to Compute Matthew Nokeby Rice University nokeby@rice.edu Bobak Nazer Boston University bobak@bu.edu Behnaam Aazhang Rice University aaz@rice.edu Natasha evroye University of Iinois

More information

FREQUENCY DOMAIN POWER ADAPTATION SCHEME FOR MULTI-CARRIER SYSTEMS

FREQUENCY DOMAIN POWER ADAPTATION SCHEME FOR MULTI-CARRIER SYSTEMS The 7th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 06) FREQUENCY DOMAIN POWER ADAPTATION SCHEME FOR MULTI-CARRIER SYSTEMS Wladimir Bocquet, Kazunori

More information

Effect of Random Walk Phase Noise on MIMO Measurements

Effect of Random Walk Phase Noise on MIMO Measurements MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.mer.com Effect of Random Wak Phase Noise on MIMO Measurements Peter Amers, Shurjee Wyne, Fredrik Tufvesson and Andreas Moisch TR25-59 Juy 25 Abstract

More information

Space-Time Focusing Transmission in Ultra-wideband Cooperative Relay Networks

Space-Time Focusing Transmission in Ultra-wideband Cooperative Relay Networks ICUWB 2009 (September 9-11, 2009) 1 Space-Time Focusing Transmission in Utra-wideband Cooperative Reay Networks Yafei Tian and Chenyang Yang Schoo of Eectronics and Information Engineering, Beihang University

More information

Availability Analysis for Elastic Optical Networks with Multi-path Virtual Concatenation Technique

Availability Analysis for Elastic Optical Networks with Multi-path Virtual Concatenation Technique Progress In Eectromagnetics Research Symposium Proceedings, Guangzhou, China, Aug. 25 28, 2014 849 Avaiabiity Anaysis for Eastic Optica Networks with Muti-path Virtua Concatenation Technique Xiaoing Wang

More information

FOR energy limited data networks, e.g., sensor networks,

FOR energy limited data networks, e.g., sensor networks, 578 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 8, NO., DECEMBER 009 An Optima Power Aocation Scheme for the STC Hybrid ARQ over Energy Limited Networks Hongbo Liu, Member, IEEE, Leonid Razoumov,

More information

Analysis and Compensation of I/Q Imbalance Effects for Uplink Multiuser Systems

Analysis and Compensation of I/Q Imbalance Effects for Uplink Multiuser Systems Institute for Integrated Signa Processing Systems (ISS) RWTH Aachen University Prof. Dr.-Ing. Gerd Ascheid Master Thesis : M 042 Anaysis and Compensation of I/Q Imbaance Effects for Upink Mutiuser Systems

More information

Low Delay Wind Noise Cancellation for Binaural Hearing Aids

Low Delay Wind Noise Cancellation for Binaural Hearing Aids INTER-NOISE 6 Low Deay Wind Noise Canceation for Binaura Hearing Aids Nobuhio HIRUMA ; Ryousue KOUYAMA ; Hidetoshi NAKASHIMA 3 ; Yoh-ichi FUJISAKA 4, 4 Rion Co., Ltd, Japan, 3 Nationa Institute of Technoogy,

More information

PROPORTIONAL FAIR SCHEDULING OF UPLINK SINGLE-CARRIER FDMA SYSTEMS

PROPORTIONAL FAIR SCHEDULING OF UPLINK SINGLE-CARRIER FDMA SYSTEMS PROPORTIONAL FAIR SCHEDULING OF UPLINK SINGLE-CARRIER SYSTEMS Junsung Lim, Hyung G. Myung, Kyungjin Oh and David J. Goodman Dept. of Eectrica and Computer Engineering, Poytechnic University 5 Metrotech

More information

Spatial Characteristics of 3D MIMO Wideband Channel in Indoor Hotspot Scenario at 3.5 GHz

Spatial Characteristics of 3D MIMO Wideband Channel in Indoor Hotspot Scenario at 3.5 GHz Spatia Characteristics of 3D MIMO Wideband Channe in Indoor Hotspot Scenario at 3.5 GHz ei Tian Jianhua Zhang Yuxiang Zhang State Key ab. of Networking and Switching Tech. Beijing Univ. of osts and Teecom.

More information

Fast Hybrid DFT/DCT Architecture for OFDM in Cognitive Radio System

Fast Hybrid DFT/DCT Architecture for OFDM in Cognitive Radio System Fast Hybrid DF/D Architecture for OFDM in ognitive Radio System Zhu hen, Moon Ho Lee, Senior Member, EEE, hang Joo Kim 3 nstitute of nformation&ommunication, honbuk ationa University, Jeonju, 56-756,Korea

More information

Adaptive Bit and Power Allocation for Rate and Margin Maximization in V-BLAST System

Adaptive Bit and Power Allocation for Rate and Margin Maximization in V-BLAST System Revista Científica Periódica - Teecomunicações ISSN 56-338 Adaptive Bit and Power Aocation for Rate and argin aximization in V-BAST System Dror eiri and Irving Kaet Aeis Photonics, Netanya, Israe (emai:

More information

Sparse Channel Estimation Based on Compressed Sensing for Massive MIMO Systems

Sparse Channel Estimation Based on Compressed Sensing for Massive MIMO Systems Sparse Channe Estimation Based on Compressed Sensing for Massive MIMO Systems Chenhao Qi, Yongming Huang, Shi Jin and Lenan Wu Schoo of Information Science and Engineering, Southeast University, Nanjing

More information

Distributed Resource Allocation for Relay-Aided Device-to-Device Communication Under Channel Uncertainties: A Stable Matching Approach

Distributed Resource Allocation for Relay-Aided Device-to-Device Communication Under Channel Uncertainties: A Stable Matching Approach Distributed Resource Aocation for Reay-Aided Device-to-Device Communication Under Channe Uncertainties: A Stabe Matching Approach Monowar Hasan, Student Member, IEEE, and Ekram Hossain, Feow, IEEE Abstract

More information

Hybrid Digital-to-Analog Beamforming for Millimeter-Wave Systems with High User Density

Hybrid Digital-to-Analog Beamforming for Millimeter-Wave Systems with High User Density Hybrid Digita-to-Anaog Beamforming for Miimeter-Wave Systems with High User Density Manish Nair, Qasim Zeeshan Ahmed and Huiing Zhu Schoo of Engineering and Digita Arts, University of Kent, Canterbury,

More information

Analysis of maximal-ratio transmit and combining spatial diversity

Analysis 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 information

Wireless Communications

Wireless Communications Wireess Communications Ceuar Concept Hamid Bahrami Reference: Rappaport Chap3 Eectrica & Computer Engineering Statements of Probems Soving the probem of Spectra congestion System Capacity A system-eve

More information

Theoretical Analysis of Power Saving in Cognitive Radio with Arbitrary Inputs

Theoretical Analysis of Power Saving in Cognitive Radio with Arbitrary Inputs Theoretica Anaysis of Power Saving in Cognitive Radio with Arbitrary Inputs Ahmed Sohai, Mohammed A-Imari, Pei Xiao, and Barry G. Evans Abstract In Orthogona Frequency Division Mutipexing (OFDM based cognitive

More information

Cross-layer queuing analysis on multihop relaying networks with adaptive modulation and coding K. Zheng 1 Y. Wang 1 L. Lei 2 W.

Cross-layer queuing analysis on multihop relaying networks with adaptive modulation and coding K. Zheng 1 Y. Wang 1 L. Lei 2 W. www.ietd.org Pubished in IET Communications Received on 18th June 2009 Revised on 30th Juy 2009 ISSN 1751-8628 Cross-ayer queuing anaysis on mutihop reaying networks with adaptive moduation and coding

More information

MIMO-OFDM adaptive array using short preamble signals

MIMO-OFDM adaptive array using short preamble signals MIMO-OFDM adaptive array using short preamble signals Kentaro Nishimori 1a), Takefumi Hiraguri 2, Ryochi Kataoka 1, and Hideo Makino 1 1 Graduate School of Science and Technology, Niigata University 8050

More information

EE359 Lecture 12 Outline

EE359 Lecture 12 Outline EE359 Lecture 12 Outine Announcements Midterm announcements No HW next week (practice MTs) HW5 posted, due Monday 4pm (no ate HWs) Transmit Diversity Midterm Review Introduction to adaptive moduation Variabe-rate

More information

WIRELESS LANS ABSTRACT INTRODUCTION

WIRELESS LANS ABSTRACT INTRODUCTION WIREESS AS CO-CHAE ITERFERECE CACEATIO BASED O MIMO SYSTEMS UCA GIAGASPERO AD UIGI AGAROSSI, PHIIPS RESEARCH MOZA GIOVAI PATEGHI, CEFRIE SHUTAI OKAMURA, OSAKA UIVERSITY MIORU OKADA, ISTITUTE OF SCIECE

More information

A capacity-approaching coded modulation scheme for non-coherent fading channels

A capacity-approaching coded modulation scheme for non-coherent fading channels Louisiana State University LSU Digita Commons LSU Master's Theses Graduate Schoo 008 A capacity-approaching coded moduation scheme for non-coherent fading channes Youngjeon Cho Louisiana State University

More information

Analyzing Uplink SINR and Rate in Massive. MIMO Systems Using Stochastic Geometry

Analyzing Uplink SINR and Rate in Massive. MIMO Systems Using Stochastic Geometry Anayzing Upink SINR and Rate in Massive MIMO Systems Using Stochastic Geometry Tianyang Bai and Robert W. Heath, Jr. arxiv:5.2538v2 [cs.it] 2 Apr 26 Abstract This paper proposes a stochastic geometry framework

More information

Effect of Carrier Frequency Offset on Channel Capacity in Multi User OFDM-FDMA Systems

Effect of Carrier Frequency Offset on Channel Capacity in Multi User OFDM-FDMA Systems Effect of Carrier Frequency Offset on Channe Capacity in Muti User OFDM-FDMA Systems Martin Stemick and Hermann Rohing Abstract Orthogona Frequency Diision Mutipexing (OFDM is a ery robust transmission

More information

Ultra-wideband Systems: Review

Ultra-wideband Systems: Review Utra-wideband Systems: Review Wiaiporn Lee Department of Eectrica Engineering, Facuty of Engineering, King Mongkut s University of Technoogy North Bangkok, Bangkok, Thaiand, 10800 E-mai: wiaiponrs@kmutnb.ac.th

More information

Optimal and Suboptimal Finger Selection Algorithms for MMSE Rake Receivers in Impulse Radio Ultra-Wideband Systems 1

Optimal and Suboptimal Finger Selection Algorithms for MMSE Rake Receivers in Impulse Radio Ultra-Wideband Systems 1 Optima and Suboptima Finger Seection Agorithms for MMSE Rake Receivers in Impuse Radio Utra-Wideband Systems Sinan Gezici, Mung Chiang, H. Vincent Poor and Hisashi Kobayashi Department of Eectrica Engineering

More information

Coverage and Rate Analysis for Millimeter Wave Cellular Networks

Coverage and Rate Analysis for Millimeter Wave Cellular Networks Coverage and Rate Anaysis for Miimeter Wave Ceuar Networks Tianyang Bai and Robert W. Heath, Jr. arxiv:42.643v3 cs.it 8 Oct 24 Abstract Miimeter wave mmwave) hods promise as a carrier frequency for fifth

More information

Aalborg Universitet On Radiated Performance Evaluation of Massive MIMO Devices in Multi-Probe Anechoic Chamber OTA Setups General rights

Aalborg Universitet On Radiated Performance Evaluation of Massive MIMO Devices in Multi-Probe Anechoic Chamber OTA Setups General rights Aaborg Universitet On Radiated Performance Evauation of Massive MIMO Devices in Muti-Probe Anechoic Chamber OTA Setups Kyösti, Pekka; Hentiä, Lassi; Fan, Wei; Lehtomaki, Janne; Latva-aho, Matti Pubished

More information

Performance Analysis of Non-Orthogonal Multiple Access under I/Q Imbalance

Performance Analysis of Non-Orthogonal Multiple Access under I/Q Imbalance This artice has been accepted for pubication in a future issue of this journa, but has not been fuy edited. Content may change prior to fina pubication. Citation information: DOI 10.1109/ACCESS.2018.2820074,

More information

FUTURE generations of broadband wireless systems are

FUTURE generations of broadband wireless systems are IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, VOL 60, NO 4, MAY 2011 1559 Transmit Processing Techniques Based on Switched Intereaving and Limited Feedback for Interference Mitigation in Mutiantenna MC-CDMA

More information

Joint Spectrum Access and Pricing in Cognitive Radio Networks with Elastic Traffic

Joint Spectrum Access and Pricing in Cognitive Radio Networks with Elastic Traffic Joint Spectrum Access and Pricing in Cognitive Radio Networks with Eastic Traffic Joceyne Eias University of Bergamo E-mai: joceyne.eias@unibg.it Fabio Martignon University of Bergamo E-mai: fabio.martignon@unibg.it

More information

Robust Blind Multiuser Detection in DS-CDMA Systems over Nakagami-m Fading Channels with Impulsive Noise including MRC Receive Diversity

Robust Blind Multiuser Detection in DS-CDMA Systems over Nakagami-m Fading Channels with Impulsive Noise including MRC Receive Diversity Robust Bind Mutiuser Detection in DS-CDMA Systems over Nakagami-m Fading Channes with Impusive Noise incuding MRC Receive Diversity Vinay Kumar Pamua, Member, IEEE, Department of ECE, MIC Coege of echnoogy,

More information

Multiple Antennas. Mats Bengtsson, Björn Ottersten. Basic Transmission Schemes 1 September 8, Presentation Outline

Multiple Antennas. Mats Bengtsson, Björn Ottersten. Basic Transmission Schemes 1 September 8, Presentation Outline Multiple Antennas Capacity and Basic Transmission Schemes Mats Bengtsson, Björn Ottersten Basic Transmission Schemes 1 September 8, 2005 Presentation Outline Channel capacity Some fine details and misconceptions

More information

Cross-Layer Design for Downlink Multi-Hop Cloud Radio Access Networks with Network Coding

Cross-Layer Design for Downlink Multi-Hop Cloud Radio Access Networks with Network Coding Cross-Layer Design for Downin Muti-Hop Coud Radio Access Networs with Networ Coding Liang Liu, Member, IEEE and Wei Yu, Feow, IEEE Abstract arxiv:1606.08950v1 [cs.it] 29 Jun 2016 There are two fundamentay

More information

Distributed Resource Allocation for Relay-Aided Device-to-Device Communication: A Message Passing Approach

Distributed Resource Allocation for Relay-Aided Device-to-Device Communication: A Message Passing Approach Distributed Resource Aocation for Reay-Aided Device-to-Device Communication: A Message Passing Approach Monowar Hasan and Ekram Hossain arxiv:406.323v [cs.ni] 2 Jun 204 Abstract Device-to-device D2D communication

More information

Satellite Link Layer Performance Using Two Copy SR-ARQ and Its Impact on TCP Traffic

Satellite Link Layer Performance Using Two Copy SR-ARQ and Its Impact on TCP Traffic Sateite Link Layer Performance Using Two Copy SR-ARQ and Its Impact on TCP Traffic Jing Zhu and Sumit Roy Department of Eectrica Engineering, University of Washington Box 352500, Seatte, WA 98195, USA

More information

Georgia Institute of Technology. simulating the performance of a 32-bit interconnect bus. referenced to non-ideal planes. A transient simulation

Georgia Institute of Technology. simulating the performance of a 32-bit interconnect bus. referenced to non-ideal planes. A transient simulation Power ntegrity/signa ntegrity Co-Simuation for Fast Design Cosure Krishna Srinivasan1, Rohan Mandrekar2, Ege Engin3 and Madhavan Swaminathan4 Georgia nstitute of Technoogy 85 5th St NW, Atanta GA 30308

More information

3090 IEEE TRANSACTIONS ON COMMUNICATIONS, VOL. 59, NO. 11, NOVEMBER 2011

3090 IEEE TRANSACTIONS ON COMMUNICATIONS, VOL. 59, NO. 11, NOVEMBER 2011 090 IEEE TRANSACTIONS ON COMMUNICATIONS, VOL. 59, NO., NOVEMBER 20 Reduced-Compexity Coherent Versus Non-Coherent QAM-Aided Space-Time Shift Keying Shinya Sugiura, Member, IEEE, Chao Xu, Student Member,

More information

Tite Anaysis and Compensation of Transm OFDMA and SC-FDMA Systems Author(s Yoshida, Yuki; Hayashi, Kazunori; S Wadimir Citation IEEE Transactions on Signa 3129 Process Issue Date 2009-08 URL http://hd.hande.net/2433/204387

More information

Experimental Analysis of MIMO-OFDM Eigenmode Transmission with MMSE Interference Canceller

Experimental Analysis of MIMO-OFDM Eigenmode Transmission with MMSE Interference Canceller Experimental Analysis of MIMO-OFDM Eigenmode Transmission with MMSE Interference Canceller Yuichi KAKISIMA Le ai Doan Ting See o Kei Sakaguchi Kiyomichi Araki Graduate School of Science and Engineering

More information

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 6, NO. 2, FEBRUARY Cooperative Relaying in Multi-Antenna Fixed Relay Networks

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 6, NO. 2, FEBRUARY Cooperative Relaying in Multi-Antenna Fixed Relay Networks IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 6, NO. 2, FEBRUARY 27 533 Cooperative Reaying in Muti-Antenna Fixed Reay Networks Abdukareem Adinoyi and Haim Yanikomerogu Abstract Space, cost, and signa

More information

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 17, NO. 1, JANUARY

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 17, NO. 1, JANUARY IEEE TAACTIO O WIELE COMMUICATIO, VOL. 7, O., JAUAY 208 477 Buffer-Aided eaying For The Two-Hop Fu-Dupex eay Channe With ef-interference Mohsen Mohammadkhani azighi, tudent Member, IEEE, and ikoa Zatanov,

More information

WIFI-BASED IMAGING FOR GPR APPLICATIONS: FUNDAMENTAL STUDY AND EXPERIMENTAL RESULTS

WIFI-BASED IMAGING FOR GPR APPLICATIONS: FUNDAMENTAL STUDY AND EXPERIMENTAL RESULTS WIFI-BASED IMAGING FOR GPR APPICATIONS: FUNDAMENTA STUDY AND EXPERIMENTA RESUTS Weike Feng *, Jean-Miche Friedt, Zhipeng Hu 3, Grigory Cherniak, and Motoyuki Sato 4 Graduate Schoo of Environmenta Studies,

More information

Effect of Interfering Users on the Modulation Order and Code Rate for UWB Impulse-Radio Bit-Interleaved Coded M-ary PPM

Effect of Interfering Users on the Modulation Order and Code Rate for UWB Impulse-Radio Bit-Interleaved Coded M-ary PPM Effect of Interfering Users on the Moduation Order and Code Rate for UWB Impuse-Radio Bit-Intereaved Coded M-ary PPM Ruben Merz and Jean-Yves Le Boudec EPFL, Schoo of Computer and Communication Sciences

More information

Test Planning for Mixed-Signal SOCs with Wrapped Analog Cores

Test Planning for Mixed-Signal SOCs with Wrapped Analog Cores Test Panning for Mixed-Signa SOCs with Wrapped Anaog Cores Anuja Sehga, Fang Liu, Sue Ozev and Krishnendu Chakrabarty Abstract Many SOCs today contain both digita and anaog embedded cores. Even though

More information

ADAPTIVITY IN MC-CDMA SYSTEMS

ADAPTIVITY IN MC-CDMA SYSTEMS ADAPTIVITY IN MC-CDMA SYSTEMS Ivan Cosovic German Aerospace Center (DLR), Inst. of Communications and Navigation Oberpfaffenhofen, 82234 Wessling, Germany ivan.cosovic@dlr.de Stefan Kaiser DoCoMo Communications

More information

CHANNEL MODELLING & PERFORMANCE ANALYSIS OF WIFI

CHANNEL MODELLING & PERFORMANCE ANALYSIS OF WIFI CHANNEL MODELLING & PERFORMANCE ANALYSIS OF WIFI Jivisha, Gaurav Mohta, Saumya Das Siim Manipa Institute of Technoogy Emai Id- gauravmohta.officia@gmai.com; Ph No. +9 9609850304 Abstract Wi-Fi or wireess

More information