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IRJET- Analysis of BER Performance for DCO-OFDM in VLC SYSTEM
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247267395-1-Symmetric-and-distributed-shared-memory-architectures-ppt (1).ppt
IRJET- Analysis of BER Performance for DCO-OFDM in VLC SYSTEM
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1762 Analysis of BER Performance for DCO-OFDM in VLC SYSTEM Shivani Gupta1, Dr.Karuna Markam2, Dr. Ashish Gupta3 1,2,3Department of Electronics & Communication, Madhav Institute of Technology & Science Gwalior,M.P, India --------------------------------------------------------------------------------***-------------------------------------------------------------------------------- Abstract—The overall BER performance evaluation of DCO-OFDM scheme in internal VLC which is Visible Light Communication structures via a different threshold of DC Biased points is proposed in this paper.Presenting the simulation outcomes of DC-biased optical OFDM (DCO- OFDM) performance in AWGN for intensity-modulation and direct-detection systems. However, it is shown that by lowering the dc-biased value or voltage , improves the VLC system performance in terms of BER . Keywords — OpticalDCO-OFDM, VLC, BER 1. INTRODUCTION With the rising era of social networking video –on demand and cloud based services. Visible light communication(VLC) has recieved high interest because of the inherent advantage of unregulated huge bandwidth(i.e terahertz band) immunity to Radio frequency(RF) interference, and low cost device which will attain excessive data rate transmission , the VLC technique is commonly used in OFDM system.[1] VLC refers to an array of OWC which is Optical Wireless Communicationby utilizing spectrum of visible light which varies in the range of 380-780 nm.[2] It provides the capacity for multi-gigabit per-second data rate communication at small distances with ~300 THz of presented visible light spectrum at low power and cost, by using photodiode and some simple LEDs. Further, the VLC systems which use the network for the internal luminous system have been vision as a compact, secure and have an alternative opportunity for the downlink of an internal wireless cellular communique system [3]. Light emitting diode (LED) is recognized as the 4thgeneration of environmentally friendly lighting products, which has advantages which include less power utilization, long life span and small size. However, LED has highspeed modulation characteristics in comparison with other traditional light sources. Therefore, LED can be utilized for high- speed data communications [4]. OFDM is now broadly used in broadband wired and Wi-Fi communication system to achieve extraordinary data rates in VLC systems because of its resistance to inter symbol interference (ISI) and better spectrum efficiency and it has excellent performance of anti-fading and anti-intersymbol- interference.[5] The VLC systems adopt the intensity modulation and detection (IM/DD) which is direct, the electrical carriers are modulated onto the instantaneous strength of the LED, which means that the transmitted signal have to be non-negative and real-valued. Since the conventional RF time-domain OFDM signals are usually bipolar and complex, the OFDM need a modification in order to become unipolar for VLC systems[5-6]. Hermitian symmetry is normally imposed on the frequency OFDM to realize the output of IFFT (Inverse Fast Fourier Transform) to be real.[6] The remaining paper is arranged as follows. Section II presents the OFDM system models, simulation and its results are shown in Section III. Finally, conclusion is drawn in Section IV. 2. SYSTEM MODEL At the system transmitter, OFDM uses IFFT to transform a set of subcarriers which are overlapped and multiplexed in the frequency domain to a signal of its time-domain equivalent form. A single OFDM symbol corporates a set of fixed data symbols, X in the frequency-domain. The OFDM symbol is a vector, which contains a set of N subcarriers.[7] The outcomes of IFFT process the discrete OFDM symbol vector Xtaken in the time-domain is represented as the following equation-
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1763 Fig 1. System Model of DCO-OFDM Here, the magnitude of IFFT is denoted by N and XK is the kthsubcarrier symbol. The equivalent FFT transformation can be defined as- The outcome of the equation (1) is a complex signal and it cannot be utilized in an IM / DD system which is an LED center VLC technique. Hermitian symmetry is utilized to get an IFFT output in real form [8]. It is a transpose-conjugate replica of fixed, mobile subcarriers, that's delivered or introduced to the second half of the IFFT frame, IFFT input vector, XH is defined as The input of the inverse fast fourier transform (IFFT) is the complex data signal XH, and the DC element, X0=XN=0. This outcome is a 2N-point IFFT output of the OFDM symbol. Equation (1) is amended as Because of the input of Hermitian symmetry, the outcome of IFFT, x is real not complex, here in (4) h is the hth-subcarrier symbol of XH. The OFDM symbol has a cyclic characteristic with time interval, Tp=1/ f, and f is the range of frequency or subcarrier presented as f=B/(N-1) Where modulation bandwidth is denoted by B. Now signal xm is transformed from (P/S) parallel to serial, a cyclic prefix (CP) is affixed. The benefit of transmission of OFDM is that it can minimize the ISI drawback through the use of a cyclic prefix (CP) which is added to the OFDM frame at the
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1764 beginning. The CP is a cyclic replica of the last part of a frame of OFDM. The prefix is prolonged than the predicted delay in the channel; It alleviates the destructive effect which is created by the dispersive channel. The optical OFDM symbol spectrum in time domain is real and bipolar. To satisfy IM/DD necessities, a DC threshold is added in the DCO-OFDM technique to generate unipolar signal. The creation and restoration of the DCOOFDM technique is simple. A DC- biased points (applied in an experiment as a DC-bias current to operate the LED) is introduced to the produced signal to uplift the signal into a unipolar area and after that it is transmitted [9]. For DCO-OFDM, the total data rate transmission is given by Here B is termed as a bandwidth of modulation and log2M indicates the number of bits per symbol of an M-pulse amplitude modulation (M-PAM) scheme. While, the actual-valued OFDM signal in the time-domain is still marked by a large PAPR [10]. The PAPR is expressed as Where max xm 2is defined as the OFDM signal power with maximum value and E [xm 2] is the mean of these maximum values of xm 2. For larger values, the signal sub carriers can be designed as a Gaussian random variable with mean equal to zero and variance of these signals is defined by .. Now an appropriate DC bias is introduced and clipped residual negative peaks in signal xDCO(t). Because of large peak-to- average power ratio in OFDM signals, a very large DC bias value is necessary to get rid of the negative peaks. After linear scaling (LS) and a biasing operation in DCO-OFDM the positive onward signal xDCO (t) that operates the LED should be acquired from x(t) as Where α and βDC are both real-valued. βDC is set corresponding to the standard deviation of x(t). The DC bias level is denoted by βDC. in which proportionality constant is denoted by µ. βDC is described as a bias of 10log10(1+µ2)dB. [11] Remaining negative peaks are clipped at zero value after adding βDC. Signal xDCO(t) is taken as input to the optical modulator (LED). Here in the paper, we suppose an ideal optical modulator, so the intensity of the outcome of the optical signal is directly proportional to input of electrical current. The forward signal y(t)operates the LED which transforms the electrical signal into optical intensity. The iris of the human cannot understand high-speed varying intensity of light, and can acknowledge only to the mean light intensity. Meanwhile, linear scaling as well as biasing model is observed to make the onward signal in the kinetic variation of the LED [12]. The biasing point βDC introduced to x(t) to make certain OFDM signal at the input of the LED is unipolar, and α is the factor to amount x(t) for the variations of LED. The scalar part should be properly selected to labor with the limitation of the LED. However, a large value of α can be the reason of clipping of the optical signal. The consequential signal is sent through an AWGN channel. Shot noise act as dominant source which influences the signal and formed as AWGN [13], ηAWGN introduced in the electrical domain. A photodiode is utilized at receiver to alter the obtained optical intensity to the electrical signal amplitude. The Signal passes through the channel, the obtained signal is received as y(t)=h(t)*r(t)+ηAWGN where in y(t) indicates the acquired distorted duplicate of the sent signal r(t), and here * denotes discrete linear convolution The distorted signal is convolved to the impulse response of the channel, h(t), and transmitted signal is distorted by means of AWGN ,i.e.nAWGN(t), at the receiver. Here, * denotes linear convolution. As OFDM is primarily centered on IFFT and FFT process, and its DSP implementation is straightforward. It is essential to express that the noise is appended in the electrical signal; thus, the gained
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1765 signal can be positive as well as negative. That's why, the gained signal is bipolar in its place of unipolar. First of all, CP is eliminated and the linear convolution is transformed to circular convolution, then the demodulation of signals is done by utilizing FFT. At the receiver, an FFT function executes the action of transforming from domain in time to the domain in frequency. And each element of the FFT output Yh is determined by here y is vector contains a fixed set of amplitudes of the acquired of length 2N time-domain signal. The transmitted and the gained signal in AWGN channel are determined by here, r(t)=h(t)*xDCO(t) is substituted in (10) then y(t) is expressed as Now by substituting (11) in (9), the equation becomes see(12) After demodulating the signal by the usage of FFT. Then, symbols are withdrawing from the FFT outcome and demodulation of PAM is attained. After serial-to-parallel conversion data bits are restored in its original form. 3.PERFORMANCE ANALYSIS A. Simulation Setup The flowchart of our simulation analysis is shown in Fig.2. Data bits are generated arbitrarily and transformed from (s/p) serial to parallel in symbols form for PAM. The PAM symbols are modulated by the usage of IFFT to change the symbols into time-domain. Before the (P/S) parallel to-serial conversion takes place a CP is merged. After adding CP, symbol-to -symbol DC bias is affixed to follow with the positive limit. The consequential signal is modulated by a light source and is sent through the WOC channel. After eliminating the DC bias the inverse procedure is done at the receiver. TABLE I. SIMULATION PARAMETERS Simulation Parameters Value OFDM IFFT Length 32 CP Length 8 Length of OFDM Symbol 40 Data Symbols 16 LED Responsitivity 0.54 Biasing Points 1-4 V No. of LED's 2500
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1766 B. Results and Discussion This section presents and investigates, the variable or constants that affect the DCO-OFDM performance of VLC system. In realistic OFDM structures, a CP is appended to keep up the orthogonality among channels. Additionally, a linear scaling has been followed in our simulation to make the OFDM signal work in the confined VLC system. At the same time as a DC bias is amended to theOFDM signal which is bipolar to comply with the constraint of being non- negative as shown in Fig.3. In order to the impact of DC bias at the BER overall performance, simulations are conducted with M=16 for distinct DC Bias value as seen in Fig.4 and it is shown that as the DC bias value increases, BER enhance simultaneously. Fig 2. Simulation Flowchart
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1767 Fig 3. OFDM Signals Fig 4.. BER vs. SNR for DC bias points in DCO-OFDM VLC system
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1768 TABLE II. BER Data for DC Bias points S.No SNR BER at MAX DC BIAS BER at 2*MAX DC BIAS BER at 3*MAX DC BIAS BER at 4*MAX DC BIAS 1 0 -4.973 -3.974 -3.620 -3.423 2 1 -5.208 -4.110 -3.704 -3.482 3 2 -5444 -4.250 -3.819 -3.552 4 3 -5.721 -4.427 -3.932 -3.648 5 4 -6.009 -4.599 -4.073 -3.738 6 5 -6.332 -4.798 -4.209 -3.806 7 6 -6.697 -5.019 -4.361 -3.957 8 7 -7.066 -5.249 -4.548 -4.067 9 8 -7.475 -5.496 -4.727 -4.239 10 9 -7.921 -5.765 -4.944 -4.397 11 1 -8.381 -6.066 -5.158 -4.583 12 11 -8.860 -6.382 -5.418 -4.789 13 12 -9.333 -6.744 -5.675 -4.908 14 13 -9.808 -7.134 -5.958 -5.206 15 14 -10.255 -7.557 -6.273 -5.473 16 15 -10.718 -8.010 -6.618 -5.720 17 16 -11.187 -8.452 -7.002 -6.026 18 17 -11.613 -8.925 -7.408 -6.346 19 18 -12.037 -9.408 -7.850 -6.693 20 19 -12.466 -9.874 -8.315 -7.094 21 20 -12.879 -10.338 -8.772 -7.539 22 21 -13.357 -10.790 -9.316 -7.967 23 22 -13.755 -11.225 -9.790 -8.389 24 23 -14.077 -11.682 -10.245 -8.681 25 24 -14.436 -12.089 -10.708 -9.362 26 25 -14.787 -12.507 -11.160 -9.834 27 26 -15.094 -12.929 -11.581 -10.285 28 27 -15.437 -13.319 -12.030 -10.740 29 28 -15.718 -13.673 -12.430 -11.198 30 29 -16.006 -14.042 -12.850 -11.648 31 30 -16.218 -14.422 -13.224 -12.466
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International Research Journal
of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 1769 4. Conclusion The paper presents the evaluation of the performance of DCOOFDM schemes of VLC. Some challenges of VLC design in practice are discussed covering the BER performance. The results of simulation indicate that as the DC bias value increases BER increase in VLC system. If a large DC bias is used, the optical energy per bit to single sided noise power spectral density, Ebopt/No, becomes very large, in that way the scheme will become inefficient or unproductive based on optical power. So in order to keep low BER, DC bias must be low but DC bias is important as discussed above, so the conclusion is, a moderate value of DC bias is recommended. REFERENCES [1] Tao Jiang, Ming Tang and Rui Lin “Precoded-DC-biased optical OFDM system for visible light communications”IEEE Photonics Conference(IPC)2017:549-550 [2] Komine, T., & Nakagawa, M. “Fundamental analysis for visible-light communication system using LED lights”, IEEE Trans. on Consumer Electronics, Vol. 50, No. 1, pp.100-107, 2004 [3] O'brien,D., Zeng, L.,et al. “Visible light communications: Challengesand possibilities”. IEEE 19th Int. Symposium In Personal, Indoor andMobile Radio Communications, 2008. PIMRC 2008, pp. 1-5, 2008.. [4] H. Burchardt, N. Serafimovski, D. Tsonev, S. Videv, and H. Hass,"VLC: Beyond Point-to-Point Communication,"IEEE Communications Magazine,6: 98-105 (2014). [5] J.Armstrong and B.J.C. Schmidt, “Comparison of asymmetrically clipped optical OFDM and DC-biased optical OFDM in AWGN,” IEEECommun. Lett., vol. 12, pp. 343–345, 2008. [6] Lu Ming-li, Yu Hong-yi, Wu Guo-feng, Wang Chao”Multi-LED OpticalOFDM Modulation forVisible Light Communication”, IEEE International Conference on Communication Software and Networks(ICCSN) 2017:635-639 [7] J. Armstrong and A. J. Lowery, ``Power efficient optical OFDM,'' Electron.Lett., vol. 42, no. 6, pp. 370_372, Mar. 2006. [8] J. Armstrong, “OFDM for optical communications,” J. Lightw.Technol., vol. 27, no. 3, pp. 189–204, 2009.. [9] Ayad Atiyah Abdulkafi, M Y Alias and Y S Hussein” Performance Analysis of DCO-OFDM in VLCSystem” IEEE 12th Malaysia International Conference on Communications (MICC), Kuching, Malaysia 2015:163-168. [10] Jiang, T., & Wu, Y. (2008). An overview: peak-to-average power ratio reduction techniques for OFDM signals. IEEE Trans. on broadcasting, Vol. 54, No. 2, pp. 257- 268, 2008. [11] S. D. Dissanayake and J. Armstrong, ”Comparison of ACO-OFDM, DCOOFDMand ADO-OFDM in IM/DD systems,'' J. Lightw. Technol., vol. 31,no. 7, pp. 1063_1072, Apr. 1, 2013 [12] Wang, Z., Wang, Q., Chen, S., & Hanzo, L. “An adaptive scaling and biasing scheme for OFDM-based visible light communication systems” Optics express, Vol. 22, No. 10, pp. 12707-12715, 2014. [13] H. Elgala, Mesleh, R., & Haas, H. “A study of LED nonlinearity effectson optical wireless transmission using OFDM”. In IEEE Int. Conf. OnWireless and Optical Commun. Networks, pp. 1-5, 2009.
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