Partial Transmit Sequence Using EVM Optimization Metric for BER Reduction in OFDM Systems
|
|
- Evelyn Hutchinson
- 5 years ago
- Views:
Transcription
1 2013 8th International Conference on Communications and etworking in China (CHIACOM) Partial Transmit Sequence Using EVM Optimization Metric for BER Reduction in OFDM Systems Shun Zhang, Jianhua Ge, Jun Hou, and Fengkui Gong The State Key Lab. of Integrated Service etworks, Xidian University, Xian, P. R. China Abstract One of the main drawbacks of orthogonal frequency division multiplexing (OFDM) is its high peak-to-average power ratio (PAPR). Conventional partial transmit sequence (PTS) is an efficient PAPR reduction technique. However, reducing the PAPR cannot achieve an optimal bit error rate (BER) performance when the signals are passed through a power amplifier (PA) because of nonlinear distortion. In this paper, an error vector magnitude (EVM) reduction PTS scheme is proposed to improve the BER performance in the presence of PA. By properly choosing the phase factor of the PTS, this scheme can dramatically reduce the nonlinear distortion. In addition, a simplified two-layer PTS optimization model is introduced to reduce the complexity. Simulation results show that the proposed scheme can significantly improve the BER performance while maintaining low complexity. Index Terms Orthogonal frequency division multiplexing (OFDM), peak-to-average power ratio (PAPR), error vector magnitude (EVM), solid state power amplifier (SSPA), two-layer PTS optimization model. I. ITRODUCTIO Orthogonal frequency division multiplexing (OFDM) is one of the key techniques in B3G/4G system due to its high spectral efficiency, robustness in the multipath fading and resistance to the narrowband interference. However, one of the main drawbacks of OFDM system is its high peak-to-average power ratio (PAPR). Since the linear range of the power amplifier is limited, signals with high PAPR after power amplifier (PA) can result in in-band distortion and out-band radiation. Thus, many PAPR reduction schemes have been proposed, such as clipping-filtering (CF) [1], [2], coding schemes [3], [4], tone reservation (TR) [5], [6], tone injection (TI) [7]-[11], selective mapping (SLM) [12] and partial transmit sequence (PTS) [13]-[17]. Among them, SLM and PTS are efficient and distortionless techniques. However, PAPR reduction cannot guarantee a low distortion caused by the PA. Thus, in order to improve bit error rate (BER) performance, we should minimize the distortion instead of PAPR. In [15], a peak interference-to-carrier ratio (PICR) reduction scheme is introduced to reduce the inter carrier interference (ICI). In [16], an inter-modulation distortion (IMD) reduction scheme is presented and it can also be used to minimize the distortion. However, the main limitation of these PICR and IMD schemes are high computational complexity. Therefore, in order to reduce the complexity and further reduce the nonlinear distortion, an efficient PTS scheme based on error vector magnitude (EVM) reduction is proposed. This scheme takes the EVM as the measure metric to select the optimal coefficients of the PTS. Simulation results show that the proposed scheme can achieve a better BER performance than the PAPR, PICR and IMD reduction while maintaining a low computational complexity. This paper is organized as follows. Section II reviews the OFDM system and conventional PTS scheme. Section III introduces the distortion metric based on EVM and a suboptimal searching algorithm. The performance of our proposed scheme is simulated in Section IV and Section V concludes this paper. II. OFDM SYSTEM MODEL AD COVETIOAL PTS SCHEME A. OFDM System Model In an OFDM system, since the rate of serial data stream is high, we separate it into parallel data streams X = [X 1,X 2,..., X ] T which are usually modulated with quadrature amplitude modulation (QAM) and phase-shift keying (PSK) techniques. Thus, the time domain signal is: x (t) = 1 X k e j 2πkt T 0 t<t, (1) where T is the sampling interval. The PAPR of the time domain signal x (t) is given by: max { x (t) 2} 0t<T PAPR =, (2) 2] E [ x (t) [ where E x (t) 2] denotes the expectation operation of x (t) 2. However, the signal is usually transformed into discretetime domain signal so that digital signal processing (DSP) technology can be applied to it. Therefore, the transmitted OFDM signal in the time domain x =[x 1,x 2,..., x ] T can be expressed as: x n = 1 X k e j 2πnk L n =0, 1,..., L 1, (3) where j = 1, L is the oversampling factor and X k is the frequency domain signal. The modulation operation can be replaced by IFFT to simplify the hardware implementation IEEE
2 The PAPR of this L-times oversampling time domain signal can be defined as: max { x n 2} 0nL PAPR =, (4) 2] E [ x n note that when L 4, this PAPR definition is approximately equal to that of the continuous time signal. As we state before, one advantage of the OFDM system is its resistance to ICI. In the practical OFDM system, a cyclic prefix (CP) is usually appended to x n. Thus, the transmitted symbol x with CP can be rewritten as x = [x L g,..., x L,x 0,x 1,..., x L ] T, where g is the length of CP, which is usually a quarter of the length of x n. B. The Conventional PTS Scheme In the conventional PTS scheme, the input frequency { data D is divided into M disjoint subblocks D (m),m=1, 2,..., M }, each of which has only /M nonzero elements. Then, multiply D (m) with phase factors b m and add them together. Therefore, the new data D in frequency domain can be expressed as: M D = b m D (m), (5) m=1 where b m = e jϕm (m =1,..., M). The phase angle ϕ m is uniformly distributed in [0, 2π) and usually chosen as 0 and π. Since the inverse discrete Fourier transform (IDFT) operation is linear, the time domain signals can be expressed as: M x = b m d (m), (6) m=1 where d (m) (m =1,..., M) are the IDFT operation of D (m) (m =1,..., M). By searching over the phase factors, we can get the combined signals with the lowest PAPR. Therefore, the optimization problem of the PTS method can be described as: {b 1,b 2,..., b M } best = argmin {b 1,b 2,...,b M } {PAPR(x)}. (7) III. PROPOSED EVM METRIC I THE PRESECE OF PA MODEL A. PA Model The output of the solid state power amplifier (SSPA) model with the input signal x n = s n e jθn can be expressed as: y n = A (s n ) e j[θn+ϕ(sn)]. (8) Here, assume that the amplitude modulation (AM)/phase modulation (PM) distortion is negligibly small, that is, ϕ (x n )=0. Therefore, the SSPA model only introduces AM/AM distortion, which can be expressed as: A (s n )= [ 1+ s n ( ) ] 1 2p 2p s n A o, (9) where A o is the maximum linear range output of the amplifier. The parameter p controls the smoothness of the transition from the linear region to the saturation region. A baseband equivalent polynomial model for a nonlinear power amplifier is also given as [18] K y n = α k x (n) x (n) k, (10) k=1 where α k is the coefficient of the amplifier. Since the odd order k =1and 3 produce most IMD. Thus an approximation of (10) can be rewritten as: y n α 1 x n + α 3 x n x n 2. (11) Therefore, the output signal after SSPA in an OFDM system can be written as: Y k = 1 2πnk j y n e = 1 ( α1 x n + α 3 x n x n 2) 2πnk j e k =1,...,. (12) As stated in [18], the output signal after SSPA can also be rewritten as: Y k = μx k + η k k =1,...,. (13) The gain factor μ and the distortion of SSPA η k can be written as: μ = α 1 + α 3 η k = α 3 i=0,i k where IBO =10 (IBO/10). x n 2 = α 1 + α 3 IBO, (14) X i x n 2 e j 2πn(i k), (15) B. Proposed EVM Metric In [15], a PICR-reduction scheme is proposed to improve the BER performance of nonlinearly distorted OFDM, the PICR is defined as: { } η k 2 PICR = max 0k μ 2 X k 2. (16) In [16], an IMD reduction metric is also introduced and IMD is defined as: { { IMD =max max Re {η k} 0k Re {μx k }, Im {η }} k}. Im {μx k } (17) In this section, we propose an EVM reduction metric which is called root-mean-square error vector magnitude (RMS- EVM). EVM is defined as the ratio of the square root of the error signal power and the square root of the useful signal power and it represents the amount of in-band distortion signal. The more distortion signal is, the worse the BER. Thus, it is one of 114
3 Fig. 1. Scheme of the RMS-EVM optimization in PTS. the main factors that result in BER loss at the receiver of the OFDM system. EVM may be caused by many factors such as the PA, the digital-to-analog converter (DAC), the mixer and various nonlinear signal processing methods. EVM is usually used to measure the amount of the distortion of the useful signal, which is defined as [19]: η k 2 EV M k =. (18) μx k 2 Algorithm 1 : RMS-EVM Reduction Partial Transmit Sequence Scheme 1: Divide the input data D into M disjoint subblocks, { D (m),m=1, 2,..., M } ; 2: Convert the frequency domain data D (m) into time domain data d (m) by IDFT operation; 3: Set b best m = 1(m =1,..., M), Best EV M = 100, t=0 and the number of searching times T =2 M 1 ; 4: Change t into eight binary sequences, convert 0 to 1 and 1 to -1. Select this sequence as phase factors b m (m =1,..., M). Multiply D (m) with b m, and then add them together to get x; 5: Pass x into the SSPAs based on (11) to get y and take FFT operation on y to get Y ; 6: Calculate η k with equation (13) and (14) instead of (15); 7: Calculate RMS EV M with equation (19); 8: if RMS EV M < Best EV M then 9: Best EV M = RMS EV M and b best = b; 10: end if 11: t = t +1; 12: if t>t then 13: Transmit the optimized signals; 14: else 15: t = t +1 and go to step 4; 16: end if In this paper, we focus on reducing the RMS EV M of the signal, which can be defined as: RMS EV M = 1 EV Mk 2. (19) Thus, our proposed RMS-EVM reduction method can be described as: {b 1,b 2,..., b M } best = argmin {b 1,b 2,...,b M } {RMS EV M}. (20) The block diagram of this RMS-EVM based scheme is shown in Fig. 1, and the algorithm of our proposed PTS scheme to reduce the computational complexity of RMS-EVM metric will be given in the subsection C. C. Algorithm of Proposed EVM Reduction Scheme Since minimizing the nonlinear distortion can improve the BER performance. Therefore, we can search the phase factors in the PTS scheme to find the symbol with the minimum RMS EV M. For a detailed description of this RMS-EVM based algorithm, the procedures of this algorithm can be described as Algorithm 1. The core idea of this algorithm is that taking RMS EV M value as the metric. Through the loop iteration, we search over all available phase factors to select the one with the minimum RMS EV M value after the PA as the optimal one. Since the searching complexity of the conventional PTS, or called optimal PTS (OPTS), is too high to be used in practical OFDM systems. Therefore, a low searching complexity PTS method is also proposed in this section. Although the searching complexity of ordinary suboptimal searching method is low, the performance is not good. Thus, we can combine two suboptimal searching method together as a simplified twolayer optimization model. The resulting performance is close to that of the optimal method, but the searching complexity reduces dramatically. In the first layer, we use the iterative flipping PTS (IPTS) algorithm [20]. In the second layer, we apply exhaustive searching only to the even subblocks. The procedures of this algorithm are only different from the Algorithm 1 with the number of searching times T =2 M/2 + M in step 3 and the searching method in step 4:... step 3: Set b best m =1(m =1,..., M), Best EV M = 100, t = 0 and the number of searching times T =2 M/2 + M; step 4: In the first layer, apply the iterative flipping PTS algorithm: set all the b m =1(m =1,..., M) and compute RMS EV M as the Best EV M. Then, invert the first phase factor b 1 = 1 and compute the resulting RMS EV M again. If the new RMS EV M is lower than the Best EV M, update Best EV M and retain b 1 = 1 as the final b 1. Take the same operation on the other b m until all the phase factors are flipped. In the second layer, keep the phase factors of odd subblocks constant, and then apply the exhaustive searching algorithm on the even subblocks. Finally, we obtain the input data of the PA x
4 10 1 Original PAPR PICR IMD RMS EVM 10 1 Optimal EVM RMS Suboptimal EVM RMS GA EVM RMS IPTS EVM RMS Bit error rate Bit error rate SR/dB SR/dB Fig. 2. BER Performance of PTS based on various metrics. Fig. 4. BER Performance of various RMS EVM based PTS metrics Original QAM PAPR PICR IMD RMS EVM OPTS Ë«²ãPTS IPTS CCDF(Pr[PAPR>PAPR0]) Times of FFTs PAPR0(dB) umber of Subblocks Fig. 3. Comparison of PAPR of various methods. Fig. 5. umber of FFTs of different methods. IV. SIMULATIO RESULTS To evaluate the performance of the proposed scheme, Monte Carlo simulations are performed. In the simulations, 10 5 random OFDM symbols are generated with 16QAM modulation and 256 subcarriers. The PTS parameter M =8subblocks. The transmitted signals are oversampled by a factor of 4 to get the accurate results. The phase factors b m are selected from {+1, 1}. Here, the phase factors are assumed perfectly known at the receiver. The polynomial model of SSPA is simplified as (11) with α 1 = 1 and α 3 = 0.132, which means p=3. The IBO of the SSPA is 3 db. Fig. 2 compares the BER performance over additive white Gaussian noise (AWG) channel of PTS scheme based on PAPR, IMD, PICR and RMS-EVM reduction. As shown, the performance of the proposed EVM-RMS based PTS scheme outperforms that of other methods significantly. To achieve a BER performance, the SRs of the proposed EVM- RMS, PAPR, IMD and PICR based PTS methods are 20.1 db, 21.4 db, 22.7 db and 23.8 db, respectively. That is, the proposed RMS-EVM based PTS method outperforms PAPR, IMD and PICR with 1.3 db, 2.6 db and 3.7 db, respectively. In addition, the error floors of the proposed RMS-EVM, PAPR, IMD, PICR based PTS method and the original OFDM system are , , , and 6.2, respectively. 116
5 TABLE I UMBERS OF FFTS I VARIOUS PTS METHODS WITH DIFFERET SUBBLOCKS M Methods M=4 M=8 M=16 OPTS = = = IPTS Sub OPTS = = = 144 Fig. 3 compares the complementary cumulative distribution function (CCDF) of these PTS schemes. When Pr(P AP R > P AP R 0 )=, the CCDF of PAPR, RMS- EVM, IMD, PICR based schemes and the original OFDM system are 8.2 db, 9.1 db, 9.7 db, 9.8 db and 11.9 db, respectively. From this figure, we can see that the RMS-EVM method is only worse than PAPR method and better than the other ones. It confirms that the RMS-EVM based method performs well in both PAPR reduction and BER in presence of PA. Fig. 4 compares the BER performance of RMS-EVM based PTS with various suboptimal methods over AWG channel. In this section, a simplified two-layer optimization PTS described before and the GA-assisted PTS are also simulated. In the GAassisted PTS, the numbers of individuals in one generation and the maximum generation are 4 and 6, respectively. So the times of FFTs operation is 24, which is the same as that of our proposed suboptimal PTS. The cross and variation operations are performed to the last 4 phase factors and the second phase factor, respectively. The mutation probability is 0.7. As described before, the overall searching complexity of the proposed scheme is M+2 M/2 FFTs. The searching complexity of IPTS and OPTS are M and 2 M 1 FFTs, respectively. With the growth of M, the growths of searching complexity are drawn in Fig. 5. In Fig. 5, as the number of subblocks M increases, the FFT number of IPTS, sub OPTS and OPTS increase linearly, exponentially and exponentially faster. We can see that when M 16, the number of FFTs of OPTS is so large that it can not be used in the practical OFDM system. The precise numbers of FFTs of these schemes are listed in Table I. From this table, we can see that as the number of subblocks M increases, the number of FFTs of sub OPTS does not increase so fast as OPTS. Therefore, when M 16, the sub OPTS is a good choice. V. COCLUSIO In this paper, an RMS error vector magnitude (RMS-EVM) reduction based PTS scheme is proposed to achieve a better BER in OFDM systems. By searching the PTS phase factors, this scheme can dramatically reduce the nonlinear distortion. Simulation results have proven that the proposed scheme can significantly improve the system performance with low computational complexity. ACKOWLEDGMET The work was supported in part by the ational Science and Technology Major Project of the Ministry of Science and Technology of China under Grant 2012ZX , the ational High-tech R&D Program of China (863 Program) under Grant 2012AA011701, the ational atural Science Foundation of China under Grant and the 111 Project (B08038). REFERECES [1] J. Armstrong, Peak-to-average power reduction for OFDM by repeated clipping and frequency domain filtering, Electron. Lett., vol. 38, no. 5, pp , Feb [2] L. Wang and C. Tellambura, A simplified clipping and filtering technique for PAR reduction in OFDM systems, IEEE Signal Process. Lett., vol. 12, no. 6, pp , Jun [3] K. Paterson, Generalized Reed-Muller codes and power control in OFDM modulation, IEEE Trans. Inform. Theory, vol. 46, no. 1, pp , Jan [4] J. Davis and J. Jedwab, Peak-to-mean power control in OFDM, Golay complementary sequences, and Reed-Muller codes, IEEE Trans. Inform. Theory, vol. 45, no. 7, pp , ov [5] B. Krongold and D. Jones, An active-set approach for OFDM PAR reduction via tone reservation, IEEE Trans. Signal Process., vol. 52, no. 2, pp , Feb [6] L. Wang and C. Tellambura, Analysis of Clipping oise and Tone- Reservation Algorithms for Peak Reduction in OFDM Systems, IEEE Trans. Vehicular Tech., vol. 57, no. 3, pp , May [7] J. Tellado, Peak to average power reduction in multicarrier modulation, Ph.D. dissertation, Standford Univ, [8] S. H. Han, C. J. M, and J. H. Lee, Tone injection with hexagonal constellation for peak-to-average power ratio reduction in OFDM, IEEE Commun. Lett., vol. 10, no. 9, pp , Sep [9] J. C. Chen and C. K. Wen, PAPR Reduction of OFDM Signals Using Cross-Entropy-Based Tone Injection Schemes, IEEE Signal Process. Lett., vol. 17, no. 8, pp , Aug [10] J. Hou, C. Tellambura, and J. H. Ge, Tone injection for PAPR reduction using parallel tabu search algorithm in OFDM systems, in Proc. IEEE Globecom 2012, Anaheim, CA, USA, Dec [11] J. Hou, C. Tellambura, and J. H. Ge, Clipping oise-based Tone Injection for PAPR Reduction in OFDM Systems in Proc. IEEE ICC 2013, Budapest, Hungary, Jun [12] aeiny. M. F. and Marvasti. F., Selected Mapping Algorithm for PAPR Reduction of Space-Frequency Coded OFDM Systems Without Side Information, IEEE Trans. Vehicular Tech., vol. 60, no. 3, pp , Mar [13] S. Muller and J. Huber, OFDM with reduced peak-to-average power ratio by optimum combination of partial transmit sequences, IEEE Commun. Lett., vol. 33, no. 5, pp , Feb [14] L. J. Cimini, Jr. and. R. Sollenberger, Peak-to-average power ratio reduction of an OFDM signal using partial transmit sequences, IEEE Commun. Lett., vol. 4, no. 3, pp , Mar [15] K. Sathananthan and C. Tellambura, Partial transmit sequence and selected mapping schemes to reduce ICI in OFDM systems, IEEE Commun. Lett., vol. 6, no. 8, pp , Aug [16] M. Rodrigues and I. Wassell, IMD reduction with SLM and PTS to improve the error probability performance of nonlinearly distorted OFDM signals, IEEE Trans. Vehicular Tech., vol. 55, no. 2, pp , Mar [17] J. Hou, J. H. Ge, and J. Li, Peak-to-average power ratio reduction of OFDM signals using PTS scheme with low computational complexity, IEEE Trans. Broadcast., vol. 57, no. 1, pp , Mar [18] V. Bohara and S. H. Ting, Theoretical analysis of OFDM signals in nonlinear polynomial models, IEEE Int. Conf. Inf. Commun. Signal Process., pp. 1-5, [19] Y. C. Wang and K. C. Yi, Convex Optimization Method for Quasi- Constant Peak-to-Average Power Ratio of OFDM Signals, IEEE Signal Process. Lett., vol. 16, no. 6, pp , Jun [20] H. Liang, Y. Chen, Y. Huang and C. Cheng, A Modified Genetic Algorithm PTS Technique for PAPR Reduction in OFDM Systems, in Proc. APCC 2009, Oct
Peak-to-Average Power Ratio (PAPR)
Peak-to-Average Power Ratio (PAPR) Wireless Information Transmission System Lab Institute of Communications Engineering National Sun Yat-sen University 2011/07/30 王森弘 Multi-carrier systems The complex
More informationClipping Noise-based Tone Injection for PAPR Reduction in OFDM Systems
Clipping oise-based Tone Injection for PAPR Reduction in OFDM Systems Jun Hou, Chintha Tellambura *, and Jianhua Ge the State Key Lab. of Integrated Service etworks, Xidian University, Xi an, P. R. China
More informationReducing Intercarrier Interference in OFDM Systems by Partial Transmit Sequence and Selected Mapping
Reducing Intercarrier Interference in OFDM Systems by Partial Transmit Sequence and Selected Mapping K.Sathananthan and C. Tellambura SCSSE, Faculty of Information Technology Monash University, Clayton
More informationIJMIE Volume 2, Issue 4 ISSN:
Reducing PAPR using PTS Technique having standard array in OFDM Deepak Verma* Vijay Kumar Anand* Ashok Kumar* Abstract: Orthogonal frequency division multiplexing is an attractive technique for modern
More informationPERFORMANCE ANALYSIS OF PARTIAL RANSMIT SEQUENCE USING FOR PAPR REDUCTION IN OFDM SYSTEMS
PERFORMANCE ANALYSIS OF PARTIAL RANSMIT SEQUENCE USING FOR PAPR REDUCTION IN OFDM SYSTEMS *A.Subaitha Jannath, **C.Amarsingh Feroz *PG Scholar, Department of Electronics and Communication Engineering,
More informationInterleaved PC-OFDM to reduce the peak-to-average power ratio
1 Interleaved PC-OFDM to reduce the peak-to-average power ratio A D S Jayalath and C Tellambura School of Computer Science and Software Engineering Monash University, Clayton, VIC, 3800 e-mail:jayalath@cssemonasheduau
More informationPAPR Reduction techniques in OFDM System Using Clipping & Filtering and Selective Mapping Methods
PAPR Reduction techniques in OFDM System Using Clipping & Filtering and Selective Mapping Methods Okello Kenneth 1, Professor Usha Neelakanta 2 1 P.G. Student, Department of Electronics & Telecommunication
More informationPower Reduction in OFDM systems using Tone Reservation with Customized Convex Optimization
Power Reduction in OFDM systems using Tone Reservation with Customized Convex Optimization NANDALAL.V, KIRUTHIKA.V Electronics and Communication Engineering Anna University Sri Krishna College of Engineering
More informationKeywords: MC-CDMA, PAPR, Partial Transmit Sequence, Complementary Cumulative Distribution Function.
ol. 2, Issue4, July-August 2012, pp.1192-1196 PAPR Reduction of an MC-CDMA System through PTS Technique using Suboptimal Combination Algorithm Gagandeep Kaur 1, Rajbir Kaur 2 Student 1, University College
More informationRiemann Sequence based SLM with nonlinear effects of HPA
IOSR Journal of Electrical and Electronics Engineering (IOSR-JEEE) e-issn: 2278-1676,p-ISSN: 2320-3331, Volume 10, Issue 6 Ver. I (Nov Dec. 2015), PP 74-80 www.iosrjournals.org Riemann Sequence based SLM
More informationSINCE orthogonal frequency division multiplexing
IEEE TRANSACTIONS ON BROADCASTING, VOL. 55, NO. 3, SEPTEMBER 2009 679 Bit-Based SLM Schemes for PAPR Reduction in QAM Modulated OFDM Signals Hyun-Bae Jeon, Kyu-Hong Kim, Jong-Seon No, Member, IEEE, and
More informationTHE COMBINATION OF CLIPPING AND FILTERING WITH SELECTIVE MAPPING METHODS FOR PEAK TO AVERAGE POWER RATIO REDUCTION IN OFDM
24 Acta Electrotechnica et Informatica, Vol. 9, No. 4, 2009, 24 29 THE COMBINATION OF CLIPPING AND FILTERING WITH SELECTIVE MAPPING METHODS FOR PEAK TO AVERAGE POWER RATIO REDUCTION IN OFDM Josef URBAN,
More informationAnju 1, Amit Ahlawat 2
Orthogonal Frequency Division Multiplexing Anju 1, Amit Ahlawat 2 1 Hindu College of Engineering, Sonepat 2 Shri Baba Mastnath Engineering College Rohtak Abstract: OFDM was introduced in the 1950s but
More informationSimplified Levenberg-Marquardt Algorithm based PAPR Reduction for OFDM System with Neural Network
Simplified Levenberg-Marquardt Algorithm based PAPR Reduction for OFDM System with Neural Network Rahul V R M Tech Communication Department of Electronics and Communication BCCaarmel Engineering College,
More informationORTHOGONAL frequency division multiplexing (OFDM)
IEEE TRANSACTIONS ON BROADCASTING, VOL. 52, NO. 1, MARCH 2006 77 A New PTS OFDM Scheme with Low Complexity for PAPR Reduction Dae-Woon Lim, Seok-Joong Heo, Jong-Seon No, and Habong Chung, Member, IEEE
More informationComputational Complexity Reduction of OFDM Signals by PTS with Various PAPR Conventional Methods
ISSN (O): 2349-7084 International Journal of Computer Engineering In Research Trends Computational Complexity Reduction of OFDM Signals by PTS with Various PAPR Conventional Methods BANOTHU RAMESH (1),
More informationBER and PAPR Reduction Method for Nonlinearly Amplified OFDM Signals
and PAPR Reduction Method for Nonlinearly Amplified OFDM Signals Roberto Câmara Gentil Porto; Robson França de Moraes; Ernesto Leite Pinto Abstract This paper presents a new technique to improve the performance
More informationPIECEWISE LINEAR ITERATIVE COMPANDING TRANSFORM FOR PAPR REDUCTION IN MIMO OFDM SYSTEMS
PIECEWISE LINEAR ITERATIVE COMPANDING TRANSFORM FOR PAPR REDUCTION IN MIMO OFDM SYSTEMS T. Ramaswamy 1 and K. Chennakesava Reddy 2 1 Department of Electronics and Communication Engineering, Malla Reddy
More informationPAPR Reduction in an OFDM system using Recursive Clipping and Filtering Technique
PAPR Reduction in an OFDM system using Recursive Clipping and Filtering Technique Md. ANAMUL ISLAM 1, N. AHMED 2*, NIZAM UDDIN AHAMED 3, MATIUR RAHMAN 4 S. A. Aljunid 2 1 Dept. of Applied Physics and Electronic
More informationPTS Technique for MIMO-OFDM Paper Reduction
PTS Technique for MIMO-OFDM Paper Reduction Chirag V Trivedi 1, Anil K Sisodia 2, Kiran R Parmar 3 2 L.J.institute of technology, Ahmedabad, India 3 Government Engineering College, Gandhinagar, India Abstract
More informationPeak to Average Power Ratio Reduction of Orthogonal Frequency Division Multiplexing System with a Significant Low Complexity
American Journal of Applied Sciences, 0, 9 (), 985-989 ISS: 546-939 0 Science Publication doi:0.3844/ajassp.0.985.989 Published Online 9 () 0 (http://www.thescipub.com/ajas.toc) Peak to Average Power Ratio
More informationPAPR reduction performance analysis of Optimized Matrix based Phase Sequences in OFDM systems
PAPR reduction performance analysis of Optimized Matrix based Phase Sequences in OFDM systems T.V.Deepan 1, S. Diwaar 2, M. Palanivelan 3,Dr. Sheila Anand 4, [1][2] Student, Dept of ECE, [3] Associate
More informationLow-Complexity Architecture for PAPR Reduction in OFDM Systems with Near-Optimal Performance
Low-Complexity Architecture for PAPR Reduction in OFDM Systems with Near-Optimal Performance 1 S Jyothirmayee, Associate professor, Email Id: jyocol2011@gmail.com 2 Y Sivaramakrishna, Assistant professor,
More informationA New PAPR Reduction in OFDM Systems Using SLM and Orthogonal Eigenvector Matrix
A New PAPR Reduction in OFDM Systems Using SLM and Orthogonal Eigenvector Matrix Md. Mahmudul Hasan University of Information Technology & Sciences, Dhaka Abstract OFDM is an attractive modulation technique
More informationHybrid PTS-Clipping Scheme for PAPR Reduction in MIMO-OFDM Systems
Hybrid PTS-Clipping Scheme for PAPR Reduction in MIMO-OFDM Systems Beena A O 1, Sakuntala S Pillai 2, N. Vijayakumar 3 1 Department of Electronics & Communication Engineering, SAINTGITS College of Engineering,
More informationIJREAT International Journal of Research in Engineering & Advanced Technology, Volume 1, Issue 5, Oct-Nov, 2013 ISSN:
PAPR Reduction of OFDM Signal by Novel PTS Using Recursive Phase Correlation Factor with Low Computational Complexity S.Bhoopalan 1, J.Elakkiya 2 and S.Sasikala 3 1 Assistant Professor, Department of ECE,
More informationEffects of Nonlinearity on DFT-OFDM and DWT-OFDM Systems
Effects of Nonlinearity on DFT-OFDM and DWT-OFDM Systems Sivakrishna jajula 1, P.V.Ramana 2 1 Department of Electronics and Communication Engineering, Sree Vidyanikethan Engineering College, TIRUPATI 517
More informationLow Complexity Partial SLM Technique for PAPR Reduction in OFDM Transmitters
International Journal on Electrical Engineering and Informatics - Volume 5, Number 1, March 2013 Low Complexity Partial SLM Technique for PAPR Reduction in OFDM Transmitters Ibrahim Mohammad Hussain Department
More informationPAPR ANALYSIS IN OFDM SYSTEMS USING PTS REDUCTION TECHNIQUE
PAPR ANALYSIS IN OFD SYSTES USING PTS REDUCTION TECHNIQUE Niji Kuriakose PG scholar Department of Communication Systems, Nehru Institute Of Engineering And Technology, T Palayam,Coimbatore-641105,Tamilnadu.
More informationMODIFIED SELECTED MAPPING TECHNIQUE TO REDUCE PEAK TO AVERAGE POWER RATIO FOR OFDM SIGNALS
MODIFIED SELECTED MAPPING TECHNIQUE TO REDUCE PEAK TO AVERAGE POWER RATIO FOR OFDM SIGNALS Tanvir Ahmed, Foisal Ahmed, Sifat Hossain Department of Electrical & Electronic Engineering Islamic University
More informationAn Overview of PAPR Reduction Techniques in OFDM Systems
An Overview of PAPR Reduction Techniques in OFDM Systems Md. Mahmudul Hasan Electronics and Communication Engineering UITS, Dhaka-1212, Bangladesh S. S. Singh, PhD. School of Electronics Engineering KIIT
More informationPAPR Reduction in SLM Scheme using Exhaustive Search Method
Available online www.ejaet.com European Journal of Advances in Engineering and Technology, 2017, 4(10): 739-743 Research Article ISSN: 2394-658X PAPR Reduction in SLM Scheme using Exhaustive Search Method
More informationA Low Computational Complexity Algorithm for PTS based PAPR Reduction Scheme in OFDM Systems
A Low Computational Complexity Algorithm for PTS based PAPR Reduction Scheme in OFDM Systems T. Chalapathi, M. Tech Student, and M. Madhu Babu, Faculty Department of Electronics & Communication Engineering
More informationPERFORMANCE ENHANCEMENT OF OFDM SIGNALS USING SELECTED MAPPING TECHNIQUE AND OVERVIEW OF DIFFERENT PAPR REDUCTION SCHEMES
PERFORMANCE ENHANCEMENT OF OFDM SIGNALS USING SELECTED MAPPING TECHNIQUE AND OVERVIEW OF DIFFERENT PAPR REDUCTION SCHEMES Chhavi Choudhary, Rachna Khanduri, Vishal Gupta Department of Electronics and Communication,
More informationReduction of PAPR of OFDM Using Exponential Companding Technique with Network Coding
Reduction of PAPR of OFDM Using Exponential Companding Technique with Network Coding Miss. Sujata P. Jogdand 1, Proff. S.L.Kotgire 2 1 (Dept. of Electronics & Telecommunication, M.G.M s college of Engg./S.R.T.M.
More informationA Novel of Low Complexity Detection in OFDM System by Combining SLM Technique and Clipping and Scaling Method Jayamol Joseph, Subin Suresh
A Novel of Low Complexity Detection in OFDM System by Combining SLM Technique and Clipping and Scaling Method Jayamol Joseph, Subin Suresh Abstract In order to increase the bandwidth efficiency and receiver
More informationA Comparative Approach between Clipping and Probabilistic Technique for Reducing PAPR of OFDM System
Advance in Electronic and Electric Engineering. ISSN 2231-1297, Volume 3, Number 7 (2013), pp. 779-788 Research India Publications http://www.ripublication.com/aeee.htm A Comparative Approach between Clipping
More informationIterative Clipping and Filtering Technique for PAPR Reduction in OFDM System without Encoding
International Journal of Latest Trends in Engineering and Technology Vol.(7)Issue(3), pp. 141-147 DOI: http://dx.doi.org/10.21172/1.73.519 e-issn:2278-621x Iterative Clipping and Filtering Technique for
More informationINTERNATIONAL JOURNAL OF PURE AND APPLIED RESEARCH IN ENGINEERING AND TECHNOLOGY
INTERNATIONAL JOURNAL OF PURE AND APPLIED RESEARCH IN ENGINEERING AND TECHNOLOGY A PATH FOR HORIZING YOUR INNOVATIVE WORK HYBRID TECHNIQUE FOR PAPR REDUCTION IN OFDM USING PARTIAL TRANSMIT SEQUENCES MS.
More informationComparative Study of PAPR Reduction Techniques
International Journal of Computer Science and Telecommunications [Volume 6, Issue 6, June 2015] 8 Comparative Study of PAPR Reduction Techniques ISSN 2047-3338 Divya Singh 1 and Ashish Vats 2 1,2 MRIU,
More informationAlgorithm to Improve the Performance of OFDM based WLAN Systems
International Journal of Computer Science & Communication Vol. 1, No. 2, July-December 2010, pp. 27-31 Algorithm to Improve the Performance of OFDM based WLAN Systems D. Sreenivasa Rao 1, M. Kanti Kiran
More informationCOMPARISON OF SLM & PTS TECHNIQUES FOR REDUCING PAPR IN OFDM
COMPARISON OF SLM & PTS TECHNIQUES FOR REDUCING PAPR IN OFDM Bala Bhagya Sree.Ch 1, Aruna Kumari.S 2 1 Department of ECE, Mallareddy college of Engineering& Technology, Hyderabad, India 2 Associate Professor
More informationORTHOGONAL frequency division multiplexing (OFDM)
IEEE TRANSACTIONS ON BROADCASTING, VOL. 50, NO. 3, SEPTEMBER 2004 335 Modified Selected Mapping Technique for PAPR Reduction of Coded OFDM Signal Seung Hee Han, Student Member, IEEE, and Jae Hong Lee,
More informationAn Overview of PAPR Reduction Techniques In Concerned with OFDM
An Overview of PAPR Reduction Techniques In Concerned with OFDM Prof. Kailas Prof.Sharan Gowda Prof.Annarao Mr.Ramchandrappa Assistant Professor Assistant Professor Assistant Professor M.Tech Scholar E&CE
More informationEstimation Techniques for CFO
Estimation Techniques for CFO Anju 1, Amit Ahlawat 2 1 Hindu College of Engineering, Sonepat 2 Shri Baba Mastnath Engineering College Rohtak Abstract: Orthogonal frequency division multiplexing (OFDM)
More informationPAPR Reduction Techniques with Hybrid SLM Partial Transmit Sequence Algorithm for OFDM System
Volume-7, Issue-2, March-April 2017 International Journal of Engineering and Management Research Page Number: 194-200 PAPR Reduction Techniques with Hybrid SLM Partial Transmit Sequence Algorithm for OFDM
More informationProbabilistic Constellation Extension Scheme for PAPR Reduction in OFDM Signals
I.J. Wireless and Microwave Technologies, 2015, 2, 12-21 Published Online April 2015 in MECS(http://www.mecs-press.net) DOI: 10.5815/ijwmt.2015.02.02 Available online at http://www.mecs-press.net/ijwmt
More informationReduction of PAPR in OFDM System by Using Weighted Method
Reduction of PAPR in OFDM System by Using Weighted Method K.Anil Kumar, M.Tech Assistant Professor, Department of ECE, G.Pullaiah College of Engineering and Technology, Kurnool. Abstract: In this paper,
More informationPAPR Reduction for Improved Efficiency of OFDM Modulation for Next Generation Communication Systems
International Journal of Electrical and Computer Engineering (IJECE) Vol. 6, No. 5, October 2016, pp. 2310~2321 ISSN: 2088-8708, DOI: 10.11591/ijece.v6i5.10878 2310 PAPR Reduction for Improved Efficiency
More informationUSE OF CLIPPING AND LINEAR PHASE FIR FILTERING TO REDUCE PAPR IN OFDM SYSTEM
USE OF CLIPPING AND LINEAR PHASE FIR FILTERING TO REDUCE PAPR IN OFDM SYSTEM Pradeep K G M 1 and K.Dasharath 2 1,2 Department of ECE, Sphoorthy Engineering College Abstract- Orthogonal frequency division
More informationA Two Stage PAPR Reduction Method on Frequency Redundant OFDM System
MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com A Two Stage PAPR Reduction Method on Frequency Redundant OFDM System Weihua Gao, Yanjun Yan, Lisa Osadciw, Chunjie Duan, Cheng Li TR200-048
More informationA Kalman Filter Approach to Reduce ICI in OFDM Systems
A Kalman Filter Approach to Reduce ICI in OFDM Systems Pardeep 1, Sajjan Singh 2, S. V. A. V. Prasad 3 1 M.Tech Scholar, Department of ECE, BRCM CET, Bahal, Bhiwani, India e-mail: ps58519@gmail.com 2 Assistant
More informationA COMPARISON OF DIFFERENT PAPR REDUCTION TECHNIQUES IN OFDM USING VARIOUS MODULATIONS
A COMPARISON OF DIFFERENT PAPR REDUCTION TECHNIQUES IN OFDM USING VARIOUS MODULATIONS Gaurav Sikri 1 and Rajni 2 1 Lala Lajpat Rai Institute of Engineering & Technology, Moga, Punjab, India er.gaurav19@gmail.com
More informationPerformance analysis of OFDM with QPSK using AWGN and Rayleigh Fading Channel
Performance analysis of OFDM with QPSK using AWGN and Rayleigh Fading Channel 1 V.R.Prakash* (A.P) Department of ECE Hindustan university Chennai 2 P.Kumaraguru**(A.P) Department of ECE Hindustan university
More informationInternational Journal of Engineering, Business and Enterprise Applications (IJEBEA)
International Association of Scientific Innovation and Research (IASIR) (An Association Unifying the Sciences, Engineering, and Applied Research) ISSN (Print): 2279-0020 ISSN (Online): 2279-0039 V International
More informationClipping and Filtering Technique for reducing PAPR In OFDM
IOSR Journal of Engineering (IOSRJEN) e-issn: 2250-3021, p-issn: 2278-8719, Volume 2, Issue 9 (September 2012), PP 91-97 Clipping and Filtering Technique for reducing PAPR In OFDM Saleh Albdran 1, Ahmed
More informationREDUCING PAPR OF OFDM BASED WIRELESS SYSTEMS USING COMPANDING WITH CONVOLUTIONAL CODES
REDUCING PAPR OF OFDM BASED WIRELESS SYSTEMS USING COMPANDING WITH CONVOLUTIONAL CODES Pawan Sharma 1 and Seema Verma 2 1 Department of Electronics and Communication Engineering, Bhagwan Parshuram Institute
More informationAn Improved SLM Technique Using Discrete Cosine Transform in OFDM. S. Lih., An Improved SLM Technique Using Discrete Cosine Transform in OFDM System.
AUSTRALIAN JOURNAL OF BASIC AND APPLIED SCIENCES ISSN:1991-8178 EISSN: 2309-8414 Journal home page: www.ajbasweb.com An Improved SLM Technique Using Discrete Cosine Transform in OFDM System A. A. A. Wahab
More informationORTHOGONAL frequency division multiplexing
IEEE TRANSACTIONS ON BROADCASTING, VOL. 58, NO. 4, DECEMBER 2012 669 A New Blind SLM Scheme With Low Decoding Complexity for OFDM Systems Hyun-Seung Joo, Seok-Joong Heo, Hyun-Bae Jeon, Jong-Seon No, Fellow,
More informationNonlinear Companding Transform Algorithm for Suppression of PAPR in OFDM Systems
Nonlinear Companding Transform Algorithm for Suppression of PAPR in OFDM Systems P. Guru Vamsikrishna Reddy 1, Dr. C. Subhas 2 1 Student, Department of ECE, Sree Vidyanikethan Engineering College, Andhra
More informationOFDM Systems and PAPR Reduction Along With Channel Estimation
IOSR Journal of Electronics and Communication Engineering (IOSR-JECE) e-issn: 2278-2834,p- ISSN: 2278-8735.Volume 11, Issue 2, Ver. II (Mar-Apr.2016), PP 04-09 www.iosrjournals.org OFDM Systems and PAPR
More informationISSN: ISO 9001:2008 Certified International Journal of Engineering and Innovative Technology (IJEIT) Volume 4, Issue 12, June 2015
A Review: PAPR Reduction Techniques in MIMO OFDM System Anuruddh Singh Parihar, Avinash Rai Department of Electronics and Communication, University Institute of Technology, Bhopal Abstract Orthogonal Frequency
More informationPartial Transmit Sequence (PTS)-PAPR Reduction Technique in OFDM Systems with Reduced Complexity. II. PAPR problem in OFDM system
Conference on Advances in Communication and Control Systems 2013 (CAC2S 2013) Partial Transmit Sequence (PTS)-PAPR Reduction Technique in OFDM Systems with Reduced Complexity 1 ikhil Arora (nikhilarora.geu@gmail.com)
More informationLecture 13. Introduction to OFDM
Lecture 13 Introduction to OFDM Ref: About-OFDM.pdf Orthogonal frequency division multiplexing (OFDM) is well-known to be effective against multipath distortion. It is a multicarrier communication scheme,
More informationModified PTS Technique Of Its Transceiver For PAPR Reduction In OFDM System
Modified PTS Technique Of Its Transceier For PAPR Reduction In OFDM System. Munmun Das Research Scholar MGM College of Engineering, Nanded(M.S),India.. Mr. Sayed Shoaib Anwar Assistant Professor MGM College
More informationPAPR Reduction in OFDM Systems: Zadoff-Chu Matrix Transform Based Pre/Post-Coding Techniques
2010 Second International Conference on Computational Intelligence, Communication Systems and etworks PPR Reduction in OFDM Systems: Zadoff-Chu Based Pre/Post-Coding Techniques Imran Baig and Varun Jeoti
More informationLow Complexity PAPR Reduction Technique for Coded OFDM Systems with Scrambling Approach
Research Article International Journal of Current Engineering and Technology ISSN 77-4106 014 INPRESSCO. All Rights Reserved. Available at http://inpressco.com/category/ijcet Low Complexity PAPR Reduction
More informationComparative Study of Peak-to-Average Power Ratio Reduction Techniques for OFDM System
Comparative Study of Peak-to-Average Power Ratio Reduction Techniques for OFDM System Gurpreet Singh Walia*, Charanjit Singh** *(University College of Engineering, Punjabi University, Patiala, India) **
More informationA Linear Programming Approach for PAPR Reduction in OFDM Systems
A Linear Programming Approach for PAPR Reduction in OFDM Systems Yuan-Hao Tung, Kuhn-Chang Lin and Yu T. Su Department of Communications Engineering, National Chiao Tung University Dar-Shei Rd., Hsinchu,
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 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 informationPAPR Reduction in OFDM systems
PAPR Reduction in OFDM systems Prasanta Kumar Pradhan, Student Member, IEEE, Satyendra Singh Yadav, Student Member, IEEE, Sarat Kumar Patra, Senior Member, IEEE Department of Electronics and Communication
More informationSystematic Comparison of Different PAPR Reduction Methods in OFDM Systems
International Journal of Electronics and Communication Engineering. ISSN 0974-2166 Volume 7, Number 1 (2014), pp. 21-30 International Research Publication House http://www.irphouse.com Systematic Comparison
More informationAdditive Cancellation Signal Method for Sidelobe Suppression in NC-OFDM Based Cognitive Radio Systems
Additive Cancellation Signal Method for Sidelobe Suppression in C-OFDM Based Cognitive Radio Systems Chunxing i, Mingjie Feng, Kai Luo, Tao Jiang, and Shiwen Mao School of Electronics Information and Communications,
More informationPAPR Reduction of OFDM Signals using Partial Transmit Sequence and Clipping Hybrid Scheme
PAPR Reduction of OFDM Signals using Partial Transmit Sequence and Clipping Hybrid Scheme Eugen-Victor Cuteanu Communication Department Politehnica University, Faculty of Electronics and Telecommunications
More information[Gupta, 3(3): March, 2014] ISSN: Impact Factor: 1.852
[Gupta, 3(3): March, 204] ISSN: 2277-9655 Impact Factor:.852 IJESRT INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY Peak to Average Power Reduction using Radix-2 Decimation in Frequency
More informationInternational Journal of Research and Review E-ISSN: ; P-ISSN:
International Journal of Research and Review www.ijrrjournal.com E-ISSN: 2349-9788; P-ISSN: 2454-2237 Research Paper An Improvement of Scrambling Technique by Using Modified Selected Mapping in W.A.F.W.
More informationPEAK TO AVERAGE POWER RATIO REDUCTION USING BANDWIDTH EFFICIENCY INCREASING METHOD IN OFDM SYSTEM
www.arpapress.com/volumes/vol6issue/ijrras_6.pdf PEAK TO AVERAGE POWER RATIO REDUCTIO USIG BADWIDTH EFFICIECY ICREASIG METHOD I OFDM SYSTEM A.A. Abdul Wahab and M. F. Ain School of Electrical and Electronic
More information[Lakshmi, 5(7): July 2018] ISSN DOI /zenodo Impact Factor
GLOBAL JOURNAL OF ENGINEERING SCIENCE AND RESEARCHES SLM APPROACH FOR PAPR REDUCTION IN OFDM SYSTEMS VIA GENETIC ALGORITHM Ch. Manvitha Lakshmi *1 & Mr. M. Srininasa Rao 2 *1 PG Student (DECS),Department
More informationORTHOGONAL frequency division multiplexing (OFDM)
570 IEEE TRANSACTIONS ON BROADCASTING, VOL. 52, NO. 4, DECEMBER 2006 Constrained Clipping for Crest Factor Reduction in OFDM Robert J. Baxley, Chunming Zhao, and G. Tong Zhou Abstract In this paper, we
More informationAdaptive Pre-Distorters for Linearization of High Power Amplifiers in OFDM Wireless Communications
Adaptive Pre-Distorters for Linearization of High Power Amplifiers in OFDM Wireless Communications (IEEE North Jersey Section CASS/EDS Chapter Distinguished Lecture) Rui J.P. de Figueiredo Laboratory for
More informationLowest PAPR Selection Technique from SLM and PTS with One IFFT Block in Wireless MC-CDMA Communication Systems
International Journal of Engineering Technology, Vol 9, No 5, October 2017 Lowest PAPR Selection Technique from SLM PTS with One Block in Wireless MC-CDMA Communication Systems Mesri Mokhtaria, Merah Hocine,
More informationORTHOGONAL frequency division multiplexing (OFDM) is an
IEEE TRANSACTIONS ON BROADCASTING 1 Low-Complexity PTS Schemes Using Dominant Time-Domain Samples in OFDM Systems Young-Jeon Cho, Kee-Hoon Kim, Jun-Young Woo, Kang-Seok Lee, Jong-Seon No, Fellow, IEEE,
More informationComparative Study of FLIP-OFDM and ACO-OFDM for Unipolar Communication System
IJISET - International Journal of Innovative Science, Engineering & Technology, Vol. Issue, April 04. ISS 48-7968 Comparative Study of FLIP-OFDM and ACO-OFDM for Unipolar Communication System Mr. Brijesh
More informationOrthogonal frequency division multiplexing (OFDM)
Orthogonal frequency division multiplexing (OFDM) OFDM was introduced in 1950 but was only completed in 1960 s Originally grew from Multi-Carrier Modulation used in High Frequency military radio. Patent
More informationLekhraj Udaigiriya and Sudhir Kumar Sharma
International Journal of Electronics and Communication Engineering. ISSN 0974-2166 Volume 8, Number 1 (2015), pp. 1-8 International Research Publication House http://www.irphouse.com Complementary Cumulative
More informationFlip-OFDM for Optical Wireless Communications
Flip-OFDM for Optical Wireless Communications (Invited Paper) irmal Fernando Clayton, VIC 38 Email: irmal.fernando@monash.edu Yi Hong Clayton, VIC 38 Email: Yi.Hong@Monash.edu Emanuele Viterbo Clayton,
More informationA NON-LINEAR SCHEME FOR PMEPR REDUCTION IN MC-CDMA SYSTEM
A NON-LINEAR SCHEME FOR PMEPR REDUCTION IN MC-CDMA SYSTEM S.Tamilselvan Pondicherry Engineering College, Pondicherry -605014 tamilselvan@pec.edu Abstract- The main feature of the next-generation wireless
More informationOptimization of Data Allocation in Of dm System
RESEARCH ARTICLE OPEN ACCESS Optimization of Data Allocation in Of dm System Mohammad Jabbirullah 1, Dr. A Srinivasula Reddy 2 Department of Electronics & Communications Engineering 1,2,Kandlakoya(V),Medchal
More informationLow Complexity PAPR Reduction Technique for Coded OFDM Systems with Scrambling Approach
Research Article International Journal of Current Engineering and Technology ISSN 77-4106 014 INPRESSCO. All Rights Reserved. Available at http://inpressco.com/category/ijcet Low Complexity PAPR Reduction
More informationMITIGATING CARRIER FREQUENCY OFFSET USING NULL SUBCARRIERS
International Journal on Intelligent Electronic System, Vol. 8 No.. July 0 6 MITIGATING CARRIER FREQUENCY OFFSET USING NULL SUBCARRIERS Abstract Nisharani S N, Rajadurai C &, Department of ECE, Fatima
More informationSingle Carrier Ofdm Immune to Intercarrier Interference
International Journal of Engineering Research and Development e-issn: 2278-067X, p-issn: 2278-800X, www.ijerd.com Volume 10, Issue 3 (March 2014), PP.42-47 Single Carrier Ofdm Immune to Intercarrier Interference
More informationPAPR Reduction Techniques with Hybrid SLM Partial Transmit Sequence Algorithm for OFDM System
International Journal of Engineering and Technical Research (IJETR) ISSN: 2321-0869 (O) 2454-4698 (P), Volume-7, Issue-5, May 2017 PAPR Reduction Techniques with Hybrid SLM Partial Transmit Sequence Algorithm
More informationPAPR Reduction in 4G Cellular Network: A SLM-based IFDMA Uplink System
Proceedings of the Pakistan Academy of Sciences 49 (2): 79-84 (2012) Copyright Pakistan Academy of Sciences ISSN: 0377-2969 Pakistan Academy of Sciences Original Article PAPR Reduction in 4G Cellular Network:
More informationCRITERIA FOR SELECTION OF PAPR REDUCTION TECHNIQUES IN OFDM SYSTEM
CRITERIA FOR SELECTION OF PAPR REDUCTION TECHNIQUES IN OFDM SYSTEM Varadharaju G. #1,Mohanraj V. *2,S. Sunil Kumar *3 and Dr. P. N.Neelakantan Ph.D. *4 #1,*2,*3 PG Scholars, Applied Electronics, Akshaya
More informationII. OFDM SYSTEM MODEL
ISSN: 2321-7782 (Online) Impact Factor: 6.047 Volume 4, Issue, September 2016 International Journal of Advance Research in Computer Science and Management Studies Research Article / Survey Paper / Case
More informationDCT BASED PARTIAL TRANSMIT SEQUENCE TECHNIQUE FOR PAPR REDUCTION IN OFDM TRANSMISSION
VOL. 10, O. 5, MARCH 015 ISS 1819-6608 ARP Journal of Engineering and Applied Sciences 006-015 Asian Research Publishing etwork (ARP). All rights reserved. DCT BASED PARTIAL TRASMIT SEQUECE TECHIQUE FOR
More informationThe Optimum Ring Ratio of 16-APSK in LTE Uplink over Nonlinear System
The Optimum Ring Ratio of 16-APSK in LTE Uplink over Nonlinear System Pornpimon Chayratsami* and Sorapong Thuaykaew** *Department of Engineering Education, Faculty of Industrial Education, King Mongkut
More informationPTS and Modified Clipping Joint Algorithms for PAPR Reduction in OFDM-QAM System
Appl. Math. Inf. Sci. 9, No. 5, 589-597 (015) 589 Applied Mathematics & Information Sciences An International Journal http://dx.doi.org/10.1785/amis/090543 PTS and Modified Clipping Joint Algorithms for
More informationMULTICARRIER communication systems are promising
1658 IEEE TRANSACTIONS ON COMMUNICATIONS, VOL. 52, NO. 10, OCTOBER 2004 Transmit Power Allocation for BER Performance Improvement in Multicarrier Systems Chang Soon Park, Student Member, IEEE, and Kwang
More information