• <tr id="yyy80"></tr>
  • <sup id="yyy80"></sup>
  • <tfoot id="yyy80"><noscript id="yyy80"></noscript></tfoot>
  • 99热精品在线国产_美女午夜性视频免费_国产精品国产高清国产av_av欧美777_自拍偷自拍亚洲精品老妇_亚洲熟女精品中文字幕_www日本黄色视频网_国产精品野战在线观看 ?

    Design and validation of real-time dynamic spectrum management in OFDM-based HNPLC systems①

    2015-04-17 07:17:01LiuWenjing劉雯靜GuoJingbo
    High Technology Letters 2015年4期

    Liu Wenjing (劉雯靜), Guo Jingbo

    (*State Key Lab of Control and Simulation of Power Systems and Generation Equipment,Department of Electrical Engineering, Tsinghua University, Beijing 100084, P.R.China)(**ROHM Semiconductor (Shanghai) Co., Ltd. Design Center, Shanghai 200333, P.R.China)

    ?

    Design and validation of real-time dynamic spectrum management in OFDM-based HNPLC systems①

    Liu Wenjing (劉雯靜)*, Guo Jingbo②

    (*State Key Lab of Control and Simulation of Power Systems and Generation Equipment,Department of Electrical Engineering, Tsinghua University, Beijing 100084, P.R.China)(**ROHM Semiconductor (Shanghai) Co., Ltd. Design Center, Shanghai 200333, P.R.China)

    Time-varying frequency selective attenuation and colored noises are unfavorable characteristics of power line communication (PLC) channels of the low voltage networks. To overcome these disadvantages, a novel real-time dynamic spectrum management (DSM) algorithm in orthogonal frequency division multiplexing (OFDM)-based high-speed narrow-band power line communication (HNPLC) systems is proposed, and the corresponding FPGA circuit is designed and realized. Performance of the proposed DSM is validated with a large amount of network experiments under practical PLC circumstance. As the noise in each narrow subcarrier is approximately Gaussian, the proposed DSM adopts the BER/SER expression formulized via the AWGN channel to provide a handy and universal strategy for power allocation. The real-time requirement is guaranteed by choosing subcarriers in group and employing the same modulation scheme within each transmission. These measures are suitable for any modulation scheme no matter the system criterion is to maximize data rate or minimize power/BER. Algorithm design and hardware implementation of the proposed DSM are given with some flexible and efficient conversions. The DSM circuit is carried out with Xilinx KC705. Simulation and practical experiments validate that the proposed real-time DSM significantly improves system performance.

    real-time dynamic spectrum management, high-speed narrowband power line communication (HNPLC), subcarrier grouping, rate adaptive, multi-carrier

    0 Introduction

    Paramount properties of modern power system are smart, reliable, green, and economical and compact, which stringently need a proper information-exchanging scheme embedded inside the power system to strengthen security and intelligence[1,2]. High-speed narrowband power line communication (HNPLC), providing a proper data rate of Kilo-bits per second via the inherent power line of the power system, is regarded as the preferred solution for both urban and long-distance rural applications for smart grid[3,4].

    A lot of attentions, both in industrial and academic fields, have been paid to the development of HNPLC, for it provides a compact, intelligent and reliable method for information interaction of smart grid[5,6], such as advanced metering infrastructure (AMI), bidirectional transmission of local control signals in micro grids, charging and discharging management of electric vehicle (EV), et al. However, the HNPLC channel is far from ideal for high-quality communications due to its adverse time-varying frequency selective attenuation and colored noises[7,8]. In order to combat the deleterious environment, dynamic spectrum management (DSM) technology combining with orthogonal frequency division multiplexing (OFDM) is regarded as an excellent solution for enhancement of communication performance[9]. The DSM coordinates the available resources to meet required constraints as well as to adapt to the time-varying frequency selective attenuated and colored noisy channel. There are a lot of challenges to be overcome to implement DSM in a realistic HNPLC system.

    DSM technology dynamically selects the available subcarriers and determines the best modulation scheme according to signal to noise ratio (SNR) of each subcarrier in multi-carrier systems[10]so as to obtain the maximal transmission rate or minimal bit error rate (BER) under the given power. Too much attention has been paid to various algorithms[11,12]in previous work, such as water-filling algorithm[13], Hughes-Hartogs[14,15], Chow[16]and Fischer algorithm[17], to name a few. Water-filling algorithm is easily understood, but the constellation size or transmitted bits obtained from the algorithm may not be an expected integer, in which the constellation can’t be realized if the size is directly rounded to obtain the approximation. Hughes-Hartogs algorithm (also named as bit-loading algorithm) needs a mass of sorting and searching operations to get the optimal result, which is too complex to be applied in real-time power line communication systems. Chow algorithm sets equal power to each subcarrier to reduce the computational cost. However, the allocated bits under the power constraint are not optimal. Fisher algorithm gives the closed-form of bit and power allocation with relative low computational complexity, but it has constant data rate, which is contrary to the rate adaptive criteria[18]. Although the optimal DSM algorithm and its variants have been proposed and discussed widely, the design and realization of real-time DSM in PLC is found seldom and its performance in practical HNPLC environments has got little insight in previous literatures.

    Actually it is important to realize that there are only limited resources for practical HNPLC systems to execute DSM, i.e. limited computing time and limited hardware resources. Especially in the time-varying frequency selective attenuated and colored noisy circumstance, a fast response of the adaptive scheme is needed urgently when electrical appliances are switched on or off in the network[19]. This paper aims to design a real-time DSM algorithm and execute it in the practical HNPLC system to validate its efficiency and reliability.

    The uniqueness and key contributions of the proposed real-time DSM are three aspects:

    (1) The proposed DSM provides a handy and universal method to use the formulated BER/SER expression for power allocation with no constraint on the modulation scheme. In most published work, the quadrature amplitude modulation (QAM) is employed in DSM algorithm for the OFDM based system[20,21], while DPSK-OFDM is generally adopted in HNPLC system, for example, in G3-PLC[22]and PRIME[23]. Based on the fact that the noise of each narrow subcarrier in HNPLC is approximately Gaussian, it is appropriate to take advantages of BER/SER expression formulated via the AWGN channel to guide resources allocation.

    (2) To meet the real-time requirement, subcarrier grouping and same modulation scheme are employed in each transmission to reduce overhead cost and computational complexity in the proposed DSM. This way provides an applicable solution to real-time DSM for any rate-maximum or power/BER-minimum systems, and this paper takes a rate-maximum HNPLC system as a paradigm.

    (3) Some flexible and efficient conversions are also elaborated in the design and its corresponding realization of hardware circuit for the proposed real-time DSM, as to facilitate any similar cases.

    The organization of this paper is as follows. In Section 1, the HNPLC physical layer (PHY) profile is introduced and its related parameters to the real-time DSM are described. In Section 2, the mathematic design is developed and the proposed real-time DSM algorithm is efficiently realized. In Section 3 and Section 4, performance simulation and hardware implementation are carried out respectively. In Section 5, network experiments to validate the proposed DSM circuit with KC705 is presented. Finally conclusion is drawn in Section 6.

    1 Profile of HNPLC physical layer

    Implementation of DSM relies on the HNPLC specification of physical layer. Thus it is necessary to describe the PHY specification first. As most research work of this paper is obtained in China, specific circumstance of China is set up in the following description. However, the algorithm and system framework can also be applied to other narrowband power line communication system, such as FCC, ARIB and CENELEC A/B/C, by masking certain tones or transforming the related parameters.

    1.1 PHY artchitecture

    One of the main functions of the physical layer of a PLC transceiver is to construct a protocol frame to comfort data transmission via specific medium. There are commonly three parts in the HNPLC PHY frame, as shown in Fig.1, which are preamble, frame control header (FCH) and data payload.

    The preamble is constituted by several predefined symbols for package detection and SNR estimation to conduct DSM. FCH tells the obligatory information for demodulation whose length indicates the overhead cost of DSM. Besides the coding and interleaving techniques, similar with G3 PLC[24], data payload takes the real-time DSM for QoS guarantee. Overlapping and windowing are applied for inhibition of spectrum leakage.

    Fig.1 Typical PHY frame structure of HNPLC system

    1.2 Key parameters of physical layer

    With consideration of related compulsory regulations and statistical transmission characterization of channel and noise in the HNPLC system[8,25,26], the key parameters of the PHY specification are listed in Table 1. Legal modulation schemes include DBPSK, DQPSK and D8PSK. ROBO modulates the data in DBPSK with 4-times repetition coding. The length of OFDM FFT/IFFT is 256 in which 96 subcarriers are defined for data transmission. The transmission frequency occupies 37.5kHz to 482.8125kHz, so that lower frequency band below 35 kHz is avoided in which most high-power switching devices are very active.

    2 Real-time DSM algorithm

    2.1 Mathematical model of DSM

    The bandwidth of each subcarrier in HNPLC system is narrow enough in which the colored noise can be regarded as AWGN. BER/SER expression of the AWGN channel, which has connected SNR with transmission rate, provides an efficient guide for resources allocation.

    Symbol error rate of the M-ary DPSK system PMn,DPSKis formulated as

    (1)

    where pnis the allocated power of subcarrier n. gnis the SNR for unit power. Mnis the constellation size and can be used to obtain data rate rnas rn=log2(Mn). The mark number of the subcarrier satisfies n∈{1, 2, 3,… N} and N is the pre-determined number of legal subcarriers. Q-function is defined as

    (2)

    Eq.(1) can be restated as

    (3)

    Let ρnbe the state indicator function of subcarrier n, which satisfies

    (4)

    Then the objective is to maximize the data rate

    (5)

    with the constraint of

    (6)

    where W is the authorized transmission power.

    2.2 Design of real-time DSM

    It is necessary for the real-time DSM to not only meet the real-time demand of low overhead cost and low complexity, but also do the best to approach the optimal bit-loading performance. Thus in the proposed algorithm, subcarriers are adaptively chosen in group and only one modulation scheme is employed within each transmission[27,28]. The proposed algorithm is also merged, transformed and simplified in the following description to facilitate the corresponding design of FPGA circuit.

    Split the overall N subcarriers into I groups. Then there are I′=N/I subcarriers in each group. Redefine ρi(i∈{1,2,…,I}) as the state indicator function of sub-group i to instruct the turning on (ρi=1) or shutting down (ρi=0). Then the real-time DSM is carried out as follows.

    2.2.1 Step 1: To determine the value of Γ

    Let M be the constellation size and assume that a bit error corresponds to a symbol error. Then the relation between PM,DPSKand BER e is

    (7)

    (8)

    Define Г as

    (9)

    Then Eq.(8) is

    (10)

    As shown in Eq.(9), Г is a function of modulation scheme and BER e. Since BER corresponds to the transmission quality, it is always pre-determined to fit various practical applications. In industry projects, BER is always selected as 10-3, 10-4, 10-5or 10-6. Hence Г can be enumerated for different modulation schemes which can be easily achieved by a look up table (LUT) in the hardware implementation. Table 2 lists the values of Г for the specific DPSK system.

    Table 2 Values of Г for the specific DPSK system

    2.2.2 Step 2: To determine group coefficient ρi

    (11)

    where I is the number of sub-groups. I′ is the number of subcarriers in each sub-group.

    Under the constraint of transmission power W, number l of selected sub-groups in each modulation scheme should satisfy:

    (12)

    Corresponding to the selected sub-group j(j∈{1, 2, 3,…,l}), the original index i (l≤I, i∈{1, 2, 3,…,I}) is got. Hereupon for the selected sub-group i, ρi=1, otherwise ρi=0.

    For each modulation scheme, the number of selected sub-groups can be calculated by

    (13)

    2.2.3 Step 3: To select modulation scheme

    The number of selected sub-groups for different schemes are named as lROBO, lDBPSK, lDQPSKand lD8PSK. They are achieved separately through previous steps. Then transmission rate of each scheme is expressed as Eq.(14), where ΔB is the frequency space of adjacent subcarriers.

    (14)

    Working out the maximum value of sequence {0.25lROBO, lDBPSK, 2lDQPSK, 3lD8PSK}, the best modulation scheme is selected as

    argmax{RROBO,RDBPSK,RDQPSK,RD8PSK}

    =argmax{0.25lROBO,lDBPSK,2lDQPSK,3lD8PSK}

    (15)

    2.2.4 Step 4: To allocate residual power

    Corresponding to the recommended modulation scheme and the allocated power pnof each selected subcarrier, there is generally some power left which does not meet the equal sign in Eq.(6). In order to further improve system performance under constraint of transmission power W, the calculated power pncould be multiplied by a power coefficient λ. Then the final allocated power of each selected subcarrier is

    (16)

    3 Performance simulation of the real-time DSM

    3.1 Performance improvement of the real-time DSM

    The performance of the real-time DSM is firstly simulated via an AWGN multi-path channel to obtain a reference boundary. Actually in practical systems, it is reasonable to regard that the noise is AWGN in each subcarrier due to the clipping in the analog front end (AFE).

    The simulated SNR is set upon -10dB in order to guarantee a reliable synchronization. BER of different modulation schemes are illustrated in Fig.2. The adopted HNPLC channel in the simulation is a 14-path model obtained by LMMSE-based curve fitting of the measured channel[29].

    Fig.2 Simulated BER of different modulation schemes

    It is shown in Fig.2 that multipath severely degrades BER. However, applying the real-time DSM, performance is significantly improved because of the adaptive shutdown for those deeply notched subgroups. As the subgroup is the basic unit to perform turning on or shutting off, it begets the BER jump due to the discontinuous selection of subcarriers.

    3.2 Tradeoff of real-time DSM

    Overhead and complexity of the proposed DSM and the optimal Hughes-Hartogs algorithm are compared in Table 3. It shows that both computational complexity and overhead cost are greatly reduced in the real-time DSM, which confirms the feasibility of being applied to the practical real-time systems.

    Table 3 Comparison of overhead and complexity

    On the other hand, the performance of the proposed DSM shall inevitably decrease comparing with the optimal bit-loading algorithm. Fig.3 shows the data rate comparison when transmission power changes. It shows that the rate gap between the real-time DSM and the optimal Hughes-Hartogs algorithm is tiny and the proposed DSM is suitable for industry applications[28].

    Fig.3 Data rate comparison of the real-time DSM and the Hughes-Hartogs algorithm when transmission power changes

    4 Hardware implementation of the real-time DSM

    Detailed description of hardware implementation of the real-time DSM is presented in this section. The legal 96 subcarriers (see Table 1) are spited into 24 subgroups, while each subgroup contains four subcarriers.

    4.1 Implementation diagram

    Fig.4 Schematic implementation of the proposed DSM

    Fig.5 Timing diagram of the proposed DSM

    4.2 Resource management and timing sequence

    Conversions of arithmetic operations can further reduce the resource cost. The numbers of various arithmetic operations without or with conversions are shown in Table 4, where ∑l is the sum of lROBO,lDBPSK,lDQPSK

    and lD8PSK. lselectedrepresents the number of selected subgroups under the selected modulation scheme (lselected∈{lROBO, lDBPSK, lDQPSK, lD8PSK}). It shows that more than 171 multiplication operations are saved with conversions. And the division is harshly reduced without accuracy loss by adding only one LUT.

    Table 4 The numbers of various arithmetic operations without or with conversions

    Timing diagram of the proposed DSM under the framework of the specific HNPLC system is shown in Fig.5. It costs 249 clock cycles and about 207μs to output the decision, which is less than the time of an OFDM symbol. This means that the implementation of DSM circuit conforms to the real-time demand of HNPLC applications.

    5 Network experiments

    5.1 Hardware implementation of the HNPLC PHY system

    Hardware implementation of the specific HNPLC PHY system with real-time DSM is illustrated in Fig.6 with the development platform of Xilinx KC705[30].

    Fig.6 Hardware implementation of the specific PHY system

    As shown in Fig.6, the transceiver’s physical layer includes three main modules of interface circuit, transmitter (TX) and receiver (RX). Serial peripheral interface (SPI) is used to exchange data between the physical layer and the higher layer. TX and RX work separately with a sharing FFT/IFFT module. Additionally, there are self-governed clock control module and reset control module to facilitate system debug. System control module acts as the coordinator.

    Taking advantages of the integrated design tool of Vivado, the system resource consumption of the specific HNPLC PHY system is recorded in Table 5. This PHY implementation consumes less than two million logical gates and about 40% resource of XC7K325T-2FFG900C (FPGA on KC705).

    Table 5 System resource consumption of the specific HNPLC PHY system

    5.2 Experiment setup

    The experimental test bed is shown in Fig.7. The real-time DSM can be optionally adopted via control of personal computer (PC). DSM ploy is recorded and saved to evaluate the effectiveness. AFE acts as the suitable coupler which consists of the filter and amplifier circuit (FAC) and FMC150 (the ADC-DAC daughter card for KC705)[31]. The arrows in Fig.7 stand for the data flow while squares present electrical appliances.

    Fig.7 The experimental test bed

    5.3 Practical results of the real-time DSM

    The transmission data from the reserved I/O pins of KC705 and PHY registers are recorded by a logic analyzer at the same time. The constellation of received data is shown in Fig.8(a) without applying the real-time DSM. In comparison to it, the constellation enabling DSM is shown in Fig.8(b). It is obvious that the constellation has been significantly improved by the real-time DSM. Fig.9 shows the responding power allocation offered by the on-going DSM. Fig.9(a) is the estimated SNR and Fig.9(b) is the power allocation for the subcarriers. In this case, 11 sub-groups, 44 out of 96 subcarriers, are selected to load bits while other sub-groups are abandoned. The proposed modulation scheme by the real-time DSM is D8PSK. This power allocation also indicates the implied rule that the higher quality the channel is, the less power it needs for a specified transmission in which abandoned subcarriers are allocated no power.

    Fig.8 Constellation of received data (a) without and (b) with the proposed DSM

    5.4 System performance

    Package error rate (PER) is counted to evaluate the system performance. Table 6 lists the PER of the ordinary DBPSK with equal power allocation and the PER of real-time DSM in the HNPLC system under different scenarios of the practical indoor power line environment. The results reveal that PER is reduced dramatically, e.g. in scenario 1 from 33.3% to 1.0%. It is verified that the real-time DSM is available and system robustness is improved obviously by employing the proposed real-time DSM.

    Fig.9 (a) Estimated SNR (b) Subcarriers power allocation of the real-time DSM

    12PERofordinaryDBPSK33.3%44.3%PERofreal-timeDSM1.0%1.1%

    6 Conclusions

    OFDM-based HNPLC offers reliable, economical and efficient information transmissions for smart grid applications such as AMI, intelligent micro grids, charging and discharging management of EV and so on. In order to combat the time-varying frequency selective attenuated and colored noisy channel of practical HNPLC system, this study proposes a real-time DSM for the OFDM-based HNPLC system. The proposed real-time DSM employs the formulated expression of BER/SER for power allocation since the noise in each narrow subcarrier is approximately Gaussian. To realize the real-time requirement and obtain the low overhead cost and low computational complexity, the proposed DSM chooses subcarriers in group and adopts the same modulation scheme in each transmission. Some flexible and efficient conversions are also detailed and implemented in the design and hardware realization of the real-time DSM. Practical networked experiments are executed with KC705 in the real power line environment and corresponding results validate the performance enhancement of the proposed real-time DSM.

    [ 1] Bouhafs F, Mackay M, Merabti M. Links to the future: communication requirements and challenges in the smart grid. IEEE Power and Energy Magazine, 2012, 10(1): 24-32

    [ 2] Islam S Z, Mariun N, Hizam H, et al. Communication for distributed renewable generations (DRGs): A review on the penetration to smart grids (SGs). In: Proceedings of the 2012 IEEE international conference on power and energy (PECON’12), Kota Kinabalu, 2012. 2-5

    [ 3] Amarsingh A, Latchman H, Yang D. Narrowband power line communications: enabling the smart grid. IEEE Potentials, 2014, 33(1): 16-21

    [ 4] Power Line Communications Standards Committee. IEEE standard for low-frequency (less than 500 kHz) narrowband power line communications for smart grid applications, http://grouper.ieee.org/groups/1901/2: IEEE, 2013

    [ 5] Galli S, Scaglione A, Wang Z. For the grid and through the grid: The role of power line communications in the smart grid. IEEE Proceeding, 2011, 99(6): 998-1027

    [ 6] Haidine A, Adebisi B, Treytl A, et al. High-speed narrowband PLC in smart grid landscape—state-of-the-art. In: 2011 IEEE International Symposium on Power Line Communications and Its Applications (ISPLC), Beijing, China, 2011. 468-473

    [ 7] Zimmermann M, Dostert K. A multipath model for the powerline channel. IEEE Transactions on Communications, 2002, 50(4): 553-559

    [ 8] Gassara H, Rouissi F, Ghazel A. Statistical characterization of the indoor low-voltage narrowband power line communication channel. IEEE Transaction on Power Delivery, 2014, 56(1): 123-131

    [ 9] Papandreou N, Antonakopoulos T. Resource allocation management for indoor power-line communications systems. IEEE Transactions on Power Delivery, 2007, 22(2): 893-903

    [10] Guo J B, John M C. Dynamic spectrum management of multi-user communication over power distribution networks. Proceedings of the CSEE, 2004, 24(11): 7-11

    [11] Zou H, Jagannathan S, Cioffi J M. Multiuser OFDMA resource allocation algorithms for in-home power-line communications. In: IEEE Global Telecommunications Conference, New Orleans, USA, 2008. 1-5

    [12] Tsiaflakis P, Glineur F, Moonen M. Real-time dynamic spectrum management for multi-user multi-carrier communication systems. IEEE Transaction Communication, 2014, 62(3): 1124-1137

    [13] Yu W, Rhee W, Boyd S, et al. Iterative water-filling for Gaussian vector multiple-access channels. IEEE Transactions on Information Theory, 2004, 50(1): 145-152

    [14] Zhang H, Fu J, Song J. A Hughes-Hartogs algorithm based bit loading algorithm for OFDM systems. In: 2010 IEEE International Conference on Communications, Cape Town, South Africa, 2010. 1-5

    [15] Hughes-Hartogs D. Ensemble modem structure for imperfect transmission media. U.S.A Patents: 4679227, 4731816, 4833706, Jul.1987, Mar. 1998 and May 1989

    [16] Chow P S, Cioffi J M, Bingham J. A practical discrete multitone transceiver loading algorithm for data transmission over spectrally shaped channels. IEEE Transactions on communications, 1995, 43(234): 773-775

    [17] Fischer R F H, Huber J B. A new loading algorithm for discrete multitone transmission. In: IEEE Global Telecommunications Conference, London, UK, 1996.724-728

    [18] Zhang T F. Physical layer algorithm design of OFDM-based narrowband power line communication: [Master Degree Dissertation], Beijing: Tsinghua University, 2012.11-40 (In Chinese)

    [19] Tsiaflakis P, Glineur F, Moonen M. Iterative convex approximation based real-time dynamic spectrum management in multi-user multi-carrier communication systems. IEEE Signal Processing Letters, 2014, 21(5): 535-539

    [20] Chaudhuri A, Bhatnagar M R. Optimised resource allocation under impulsive noise in power line communications. IET Communications, 2014, 8(7): 1104-1108

    [21] Tunc M, Perrins E, Lampe L. Optimal LPTV-aware bit loading in broadband PLC. IEEE Transaction on Communication, 2013, 61(12): 5152-5162

    [22] G3-PLC, Open standard for smartgrid implementation, http://www.maxim-ic.com/products/powerline/g3-plc: Maxim, 2010

    [23] PRIME, Draft specification for powerline intelligent metering evolution, http://www.prime-alliance.org/wp-content/uploads/2013/04/PRIME-Spec_v1.3.6.pdf: PRIME, 2013

    [24] Razazian K, Umari M, Kamalizad A. Error correction mechanism in the new G3-PLC specification for powerline communication. In: 2010 IEEE International Symposium on Power Line Communications and Its Applications (ISPLC), Rio de Janeiro, Brazil, 2010. 50-55

    [25] Nassar M, Lin J, Mortazavi Y, et al. Local utility power line communications in the 3-500 kHz band: channel impairments, noise, and standards. IEEE Signal Processing Magazine, 2012, 29(5): 116-127

    [26] Bausch J, Kistner T, Babic M, et al. Characteristics of indoor power line channels in the frequency range 50-500 kHz. In: 2006 IEEE International Symposium on Power Line Communications and its Applications, Orlando, USA, 2006. 86-91

    [27] Grunheid R, Bolinth E, Rohling H. A blockwise loading algorithm for the adaptive modulation technique in OFDM systems. In: Proceedings of the 54th IEEE Vehicular Technology Conference, Atlantic City, USA, 2001. 948-951

    [28] Zhang T F, Guo J B. Real-time dynamic spectrum management in ofdm-based high-data rate narrowband power line communications. Proceedings of the CSEE, 2014, 34(4): 695-701

    [29] Guo J B, Wang Z J, Lv H F, et al. Transmission characteristics of low-voltage distribution networks in China and its model, IEEE Transaction on Power Delivery, 2005, 20(2): 1341-1348

    [30] Xilinx, Kintex-7 FPGA KC705 Evaluation Kit introduction, http://china.xilinx.com/products/boards-and-kits/EK-K7-KC705-G.htm:Xilinx, 2012

    [31] 4DSP, FMC150 datasheet and user menu, http://www.4dsp.com/FMC150.php: 4DSP, 2012

    Liu Wenjing, born in 1984. She is currently a PhD candidate in the Department of Electrical Engineering, Tsinghua University, China. She received her B.S degree in electronic information science and technology from Shandong Normal University (2007) and received her M.S degree in control theory and control engineering from Beijing Technology and Business University (2010). Her research interests include power line communication and smart grid technologies.

    10.3772/j.issn.1006-6748.2015.04.002

    ①Supported by the Tsinghua University International Science and Technology Cooperation Project (No. 20133000197, 20123000148).

    ②To whom correspondence should be addressed. E-mail: guojb@tsinghua.edu.cn Received on Oct. 11, 2014*, Yan Yanxin**, Zhang Tongfei*

    亚洲 欧美一区二区三区| 国产又色又爽无遮挡免费看| 不卡av一区二区三区| 欧美黄色淫秽网站| 黄频高清免费视频| 亚洲av美国av| 午夜福利一区二区在线看| 丁香六月天网| 建设人人有责人人尽责人人享有的| 99九九在线精品视频| 50天的宝宝边吃奶边哭怎么回事| 色综合欧美亚洲国产小说| 啪啪无遮挡十八禁网站| av有码第一页| 高清视频免费观看一区二区| 91成人精品电影| 好男人电影高清在线观看| 久久婷婷成人综合色麻豆| 亚洲三区欧美一区| netflix在线观看网站| 最新美女视频免费是黄的| 国产男女内射视频| 亚洲成国产人片在线观看| 两人在一起打扑克的视频| 欧美日韩一级在线毛片| 18在线观看网站| 亚洲国产欧美一区二区综合| 国产免费现黄频在线看| 深夜精品福利| kizo精华| 亚洲精品久久成人aⅴ小说| 欧美av亚洲av综合av国产av| 午夜视频精品福利| 亚洲色图av天堂| 国产精品久久久久成人av| av天堂久久9| 人妻久久中文字幕网| 女人精品久久久久毛片| 中文欧美无线码| 国产免费福利视频在线观看| 岛国毛片在线播放| 1024香蕉在线观看| 男女无遮挡免费网站观看| 免费看a级黄色片| 国产深夜福利视频在线观看| 黄网站色视频无遮挡免费观看| 亚洲午夜精品一区,二区,三区| 91九色精品人成在线观看| 又黄又粗又硬又大视频| 精品国产国语对白av| 欧美大码av| 国产97色在线日韩免费| 中文欧美无线码| 视频在线观看一区二区三区| 久久人妻熟女aⅴ| 99re6热这里在线精品视频| 91麻豆精品激情在线观看国产 | 十八禁人妻一区二区| av网站免费在线观看视频| 欧美日韩亚洲综合一区二区三区_| 日本黄色日本黄色录像| 久久中文看片网| 欧美黑人精品巨大| 国产淫语在线视频| 亚洲av成人不卡在线观看播放网| 黄网站色视频无遮挡免费观看| 老司机深夜福利视频在线观看| 99热国产这里只有精品6| 欧美激情高清一区二区三区| 午夜福利乱码中文字幕| 国产不卡一卡二| 啦啦啦免费观看视频1| 免费看a级黄色片| 欧美日韩亚洲高清精品| 亚洲中文字幕日韩| 纯流量卡能插随身wifi吗| 老司机靠b影院| a级毛片黄视频| 欧美激情久久久久久爽电影 | 成人精品一区二区免费| 青青草视频在线视频观看| 50天的宝宝边吃奶边哭怎么回事| 午夜免费鲁丝| 人人妻人人添人人爽欧美一区卜| 熟女少妇亚洲综合色aaa.| 亚洲免费av在线视频| 国产片内射在线| 久久人妻熟女aⅴ| 男女无遮挡免费网站观看| 巨乳人妻的诱惑在线观看| 妹子高潮喷水视频| 建设人人有责人人尽责人人享有的| 久热爱精品视频在线9| 手机成人av网站| a级毛片黄视频| 午夜福利影视在线免费观看| 少妇的丰满在线观看| 一级黄色大片毛片| 我的亚洲天堂| 欧美国产精品一级二级三级| 精品国产一区二区久久| 免费人妻精品一区二区三区视频| 国产福利在线免费观看视频| 色精品久久人妻99蜜桃| 黄频高清免费视频| 亚洲av第一区精品v没综合| 一个人免费在线观看的高清视频| 大陆偷拍与自拍| 欧美激情高清一区二区三区| 欧美精品一区二区大全| 欧美激情极品国产一区二区三区| 亚洲男人天堂网一区| 久久人人97超碰香蕉20202| 免费看a级黄色片| 午夜福利欧美成人| 蜜桃在线观看..| 中文字幕人妻丝袜一区二区| 精品人妻在线不人妻| 国产精品免费一区二区三区在线 | 中国美女看黄片| 免费女性裸体啪啪无遮挡网站| 99国产综合亚洲精品| 岛国毛片在线播放| 亚洲av美国av| 精品一品国产午夜福利视频| 99国产极品粉嫩在线观看| 韩国精品一区二区三区| 一边摸一边抽搐一进一出视频| 精品高清国产在线一区| 黄色怎么调成土黄色| 咕卡用的链子| 香蕉久久夜色| 99久久99久久久精品蜜桃| 99久久99久久久精品蜜桃| 波多野结衣一区麻豆| 国产免费现黄频在线看| 国产精品av久久久久免费| 国产成人精品久久二区二区91| 男女下面插进去视频免费观看| 国产主播在线观看一区二区| avwww免费| 蜜桃在线观看..| 久久天堂一区二区三区四区| 亚洲 国产 在线| www.精华液| 日韩一卡2卡3卡4卡2021年| 人人妻人人爽人人添夜夜欢视频| tube8黄色片| 麻豆乱淫一区二区| 亚洲精品中文字幕在线视频| 国产精品免费视频内射| 欧美性长视频在线观看| 亚洲色图综合在线观看| 国产精品久久久久成人av| 人人澡人人妻人| 日本av手机在线免费观看| 成人18禁在线播放| 99久久精品国产亚洲精品| 亚洲精品中文字幕一二三四区 | 又大又爽又粗| 久久九九热精品免费| 两性夫妻黄色片| 一区二区三区精品91| 欧美日韩成人在线一区二区| 男女边摸边吃奶| 国产成人精品久久二区二区91| 男女免费视频国产| 亚洲人成77777在线视频| 亚洲精品美女久久久久99蜜臀| 国产又色又爽无遮挡免费看| 精品国产国语对白av| av片东京热男人的天堂| 日韩人妻精品一区2区三区| 国产一区二区三区在线臀色熟女 | 久久精品国产亚洲av高清一级| 日韩欧美免费精品| 十八禁网站网址无遮挡| a级片在线免费高清观看视频| 欧美黄色片欧美黄色片| 午夜福利一区二区在线看| 亚洲美女黄片视频| 欧美av亚洲av综合av国产av| 久热爱精品视频在线9| 国产在线精品亚洲第一网站| 高清在线国产一区| 免费久久久久久久精品成人欧美视频| 国产一区二区三区在线臀色熟女 | 啦啦啦视频在线资源免费观看| 青青草视频在线视频观看| 国产亚洲午夜精品一区二区久久| 欧美乱妇无乱码| 国产在线免费精品| 久久精品熟女亚洲av麻豆精品| 日韩欧美国产一区二区入口| 午夜免费成人在线视频| 日本五十路高清| 巨乳人妻的诱惑在线观看| 精品视频人人做人人爽| 国产精品1区2区在线观看. | 欧美日韩福利视频一区二区| 性色av乱码一区二区三区2| 精品免费久久久久久久清纯 | 久久人妻福利社区极品人妻图片| 肉色欧美久久久久久久蜜桃| 亚洲性夜色夜夜综合| 久久国产精品大桥未久av| 高清黄色对白视频在线免费看| 男女下面插进去视频免费观看| 欧美乱妇无乱码| 18禁裸乳无遮挡动漫免费视频| 十分钟在线观看高清视频www| 777米奇影视久久| 国产亚洲午夜精品一区二区久久| 久久热在线av| 丰满迷人的少妇在线观看| 国产精品电影一区二区三区 | 亚洲精品国产一区二区精华液| 欧美精品av麻豆av| 欧美中文综合在线视频| 黄色a级毛片大全视频| 脱女人内裤的视频| 水蜜桃什么品种好| av天堂在线播放| 欧美激情 高清一区二区三区| 午夜福利在线免费观看网站| 51午夜福利影视在线观看| 菩萨蛮人人尽说江南好唐韦庄| 一本综合久久免费| 曰老女人黄片| 亚洲国产看品久久| 天天操日日干夜夜撸| 亚洲成国产人片在线观看| 精品国产国语对白av| 国产又爽黄色视频| 国产成人影院久久av| 黄色怎么调成土黄色| 男女午夜视频在线观看| 国产男女超爽视频在线观看| 色精品久久人妻99蜜桃| 欧美中文综合在线视频| 啦啦啦中文免费视频观看日本| 黄网站色视频无遮挡免费观看| av欧美777| 啦啦啦 在线观看视频| 一级,二级,三级黄色视频| 操出白浆在线播放| 亚洲欧洲日产国产| 亚洲av成人一区二区三| 亚洲欧美精品综合一区二区三区| 国产深夜福利视频在线观看| av视频免费观看在线观看| 一个人免费在线观看的高清视频| 亚洲天堂av无毛| 亚洲欧洲日产国产| 亚洲欧美一区二区三区久久| 久久久久久免费高清国产稀缺| 婷婷成人精品国产| 亚洲成人免费av在线播放| 国产一区二区三区综合在线观看| 性色av乱码一区二区三区2| 热99re8久久精品国产| 可以免费在线观看a视频的电影网站| 亚洲精品久久午夜乱码| 老司机亚洲免费影院| 丝袜喷水一区| 亚洲性夜色夜夜综合| e午夜精品久久久久久久| 亚洲avbb在线观看| 一本综合久久免费| 狠狠精品人妻久久久久久综合| 精品人妻在线不人妻| 色94色欧美一区二区| 如日韩欧美国产精品一区二区三区| 一级片'在线观看视频| 色播在线永久视频| 亚洲国产欧美日韩在线播放| 国产精品影院久久| 国产在线视频一区二区| 久久久久久久久久久久大奶| 国产麻豆69| 黄片播放在线免费| 久久 成人 亚洲| 亚洲精品国产区一区二| 亚洲av美国av| 亚洲精品中文字幕一二三四区 | 久久影院123| 在线观看66精品国产| 天天影视国产精品| 性高湖久久久久久久久免费观看| 亚洲一卡2卡3卡4卡5卡精品中文| 熟女少妇亚洲综合色aaa.| 国产在视频线精品| www.自偷自拍.com| 成人免费观看视频高清| 免费人妻精品一区二区三区视频| 又大又爽又粗| 亚洲国产欧美在线一区| 一级毛片女人18水好多| 欧美精品亚洲一区二区| 国产淫语在线视频| 人人妻人人澡人人爽人人夜夜| 黄片大片在线免费观看| 高清av免费在线| 亚洲精品在线美女| 他把我摸到了高潮在线观看 | 纯流量卡能插随身wifi吗| 久久久久久久精品吃奶| 精品第一国产精品| 美女午夜性视频免费| 精品国产乱码久久久久久小说| 国产精品1区2区在线观看. | 成年动漫av网址| 日本av免费视频播放| 亚洲va日本ⅴa欧美va伊人久久| 国产精品九九99| 老司机福利观看| 自线自在国产av| 亚洲五月婷婷丁香| 99国产精品一区二区三区| 欧美激情极品国产一区二区三区| 久久久精品94久久精品| 国产精品麻豆人妻色哟哟久久| 久9热在线精品视频| 国产精品国产高清国产av | 欧美日韩亚洲综合一区二区三区_| 国产片内射在线| 91成人精品电影| 一区在线观看完整版| 欧美国产精品va在线观看不卡| 十八禁网站网址无遮挡| 首页视频小说图片口味搜索| 超碰97精品在线观看| 久久人妻熟女aⅴ| 国产精品亚洲av一区麻豆| 国产一区二区三区视频了| 国产伦人伦偷精品视频| 中文字幕色久视频| 在线 av 中文字幕| 精品人妻在线不人妻| 亚洲精品中文字幕一二三四区 | 亚洲少妇的诱惑av| 国产一区二区三区在线臀色熟女 | 伊人久久大香线蕉亚洲五| 天天添夜夜摸| 亚洲精品乱久久久久久| 免费在线观看视频国产中文字幕亚洲| 在线观看人妻少妇| 日韩视频一区二区在线观看| 一进一出抽搐动态| 黄色怎么调成土黄色| 自线自在国产av| 国产一区二区激情短视频| 欧美人与性动交α欧美精品济南到| 黄色毛片三级朝国网站| 国产高清视频在线播放一区| 欧美日本中文国产一区发布| 免费在线观看黄色视频的| 一区二区三区国产精品乱码| 老司机靠b影院| 欧美激情高清一区二区三区| 18禁黄网站禁片午夜丰满| 大型av网站在线播放| 黄色丝袜av网址大全| 波多野结衣av一区二区av| 欧美激情高清一区二区三区| 91麻豆av在线| 一级a爱视频在线免费观看| 久久久国产欧美日韩av| 色精品久久人妻99蜜桃| 天堂8中文在线网| 久久婷婷成人综合色麻豆| 国产亚洲欧美在线一区二区| 色婷婷av一区二区三区视频| 美国免费a级毛片| 99re在线观看精品视频| 日韩人妻精品一区2区三区| 狂野欧美激情性xxxx| 成年人午夜在线观看视频| 男女床上黄色一级片免费看| 99久久国产精品久久久| 我要看黄色一级片免费的| 99re6热这里在线精品视频| 欧美精品一区二区免费开放| 日韩免费高清中文字幕av| 欧美老熟妇乱子伦牲交| 18禁裸乳无遮挡动漫免费视频| 一边摸一边做爽爽视频免费| 亚洲伊人色综图| 国产av一区二区精品久久| 青草久久国产| 成人影院久久| 另类精品久久| 免费高清在线观看日韩| 国产国语露脸激情在线看| 变态另类成人亚洲欧美熟女 | 中文字幕色久视频| 99久久精品国产亚洲精品| 王馨瑶露胸无遮挡在线观看| 国产男靠女视频免费网站| 男女之事视频高清在线观看| 国产成人av激情在线播放| 人人妻,人人澡人人爽秒播| 一级,二级,三级黄色视频| 午夜免费鲁丝| 国产亚洲精品第一综合不卡| 亚洲一码二码三码区别大吗| 中文字幕人妻熟女乱码| 免费av中文字幕在线| 在线观看66精品国产| 在线天堂中文资源库| 狂野欧美激情性xxxx| 久久久久网色| kizo精华| 国产精品美女特级片免费视频播放器 | 老司机午夜十八禁免费视频| 欧美日韩黄片免| 最近最新免费中文字幕在线| 热99国产精品久久久久久7| 日韩欧美一区二区三区在线观看 | 丝袜人妻中文字幕| 欧美 亚洲 国产 日韩一| 十八禁网站网址无遮挡| 国产精品 欧美亚洲| 巨乳人妻的诱惑在线观看| 极品人妻少妇av视频| 国产在线一区二区三区精| 黄色片一级片一级黄色片| 天天躁夜夜躁狠狠躁躁| 欧美在线一区亚洲| 国产成人免费无遮挡视频| 一个人免费看片子| 久9热在线精品视频| 在线观看免费视频日本深夜| 免费观看av网站的网址| 亚洲成人手机| 80岁老熟妇乱子伦牲交| 人妻久久中文字幕网| tube8黄色片| 一本—道久久a久久精品蜜桃钙片| 在线观看人妻少妇| 国产精品美女特级片免费视频播放器 | 人妻久久中文字幕网| 男人舔女人的私密视频| 欧美精品一区二区大全| 我要看黄色一级片免费的| 国产精品一区二区在线观看99| 午夜成年电影在线免费观看| 国产亚洲精品久久久久5区| 999精品在线视频| 久久精品熟女亚洲av麻豆精品| 欧美在线一区亚洲| 国产国语露脸激情在线看| 亚洲欧美日韩另类电影网站| 欧美黑人欧美精品刺激| 欧美国产精品一级二级三级| 亚洲国产看品久久| 精品欧美一区二区三区在线| 亚洲精品成人av观看孕妇| 99在线人妻在线中文字幕 | 丝袜人妻中文字幕| 91九色精品人成在线观看| 日韩欧美三级三区| 法律面前人人平等表现在哪些方面| 中文亚洲av片在线观看爽 | 在线观看人妻少妇| 日本a在线网址| 在线 av 中文字幕| 成在线人永久免费视频| 精品少妇久久久久久888优播| 国产主播在线观看一区二区| 久久久久视频综合| 国产精品影院久久| 亚洲色图 男人天堂 中文字幕| 老熟妇乱子伦视频在线观看| 国产av精品麻豆| 国产成人免费无遮挡视频| 人妻一区二区av| 午夜久久久在线观看| 国产视频一区二区在线看| 日韩视频在线欧美| 黑丝袜美女国产一区| 一级片'在线观看视频| 欧美日韩亚洲高清精品| 成人亚洲精品一区在线观看| aaaaa片日本免费| 欧美 亚洲 国产 日韩一| 欧美在线黄色| 大型av网站在线播放| 久久久精品国产亚洲av高清涩受| 欧美人与性动交α欧美软件| 一区福利在线观看| 精品熟女少妇八av免费久了| 免费日韩欧美在线观看| 欧美激情 高清一区二区三区| 国产精品偷伦视频观看了| 日日夜夜操网爽| 国产日韩欧美亚洲二区| 日韩人妻精品一区2区三区| 国产aⅴ精品一区二区三区波| 欧美在线黄色| 欧美精品一区二区免费开放| 欧美人与性动交α欧美软件| 蜜桃在线观看..| 中文字幕人妻熟女乱码| 在线十欧美十亚洲十日本专区| 99re6热这里在线精品视频| 最新在线观看一区二区三区| 色婷婷久久久亚洲欧美| 午夜福利,免费看| 欧美另类亚洲清纯唯美| 亚洲va日本ⅴa欧美va伊人久久| 黄色视频,在线免费观看| 国产成人av教育| 午夜福利在线观看吧| 啦啦啦在线免费观看视频4| 亚洲伊人色综图| 久久久久久久精品吃奶| 日日夜夜操网爽| 国产在线一区二区三区精| 天天操日日干夜夜撸| 淫妇啪啪啪对白视频| 一个人免费看片子| 又大又爽又粗| 免费在线观看视频国产中文字幕亚洲| www.999成人在线观看| 欧美中文综合在线视频| 午夜视频精品福利| 人成视频在线观看免费观看| 色尼玛亚洲综合影院| av线在线观看网站| 99热国产这里只有精品6| 亚洲 国产 在线| 久久午夜亚洲精品久久| 高清欧美精品videossex| 一二三四社区在线视频社区8| 亚洲精品国产色婷婷电影| h视频一区二区三区| √禁漫天堂资源中文www| 国产成人系列免费观看| 一区二区av电影网| 亚洲国产欧美日韩在线播放| 如日韩欧美国产精品一区二区三区| 美女视频免费永久观看网站| 香蕉国产在线看| 动漫黄色视频在线观看| 色精品久久人妻99蜜桃| 精品卡一卡二卡四卡免费| 黄片小视频在线播放| 日韩大片免费观看网站| 亚洲国产成人一精品久久久| 久久精品亚洲av国产电影网| 九色亚洲精品在线播放| 久久精品国产亚洲av高清一级| 欧美乱码精品一区二区三区| 美女高潮到喷水免费观看| 黑人欧美特级aaaaaa片| 亚洲国产看品久久| 久久久久视频综合| 美女午夜性视频免费| 人人妻人人澡人人看| 水蜜桃什么品种好| 天堂中文最新版在线下载| 99国产精品99久久久久| 黄色视频不卡| 一级毛片精品| 国产欧美亚洲国产| 正在播放国产对白刺激| 国产高清激情床上av| 熟女少妇亚洲综合色aaa.| 午夜福利视频在线观看免费| 国产国语露脸激情在线看| 久久久久久久大尺度免费视频| 国产黄频视频在线观看| 日韩一区二区三区影片| 这个男人来自地球电影免费观看| 亚洲色图av天堂| 国产成人精品久久二区二区91| 中文字幕精品免费在线观看视频| 亚洲av第一区精品v没综合| 麻豆乱淫一区二区| 中文字幕人妻熟女乱码| 91字幕亚洲| 午夜老司机福利片| 午夜精品国产一区二区电影| 三级毛片av免费| 国产精品秋霞免费鲁丝片| 一边摸一边做爽爽视频免费| 在线看a的网站| 色综合婷婷激情| 黄色视频不卡| 精品一区二区三区av网在线观看 | 五月开心婷婷网| 久久人人爽av亚洲精品天堂| 欧美老熟妇乱子伦牲交| 久久ye,这里只有精品| 欧美av亚洲av综合av国产av| 大码成人一级视频| 天天影视国产精品| 法律面前人人平等表现在哪些方面| 久久av网站| 怎么达到女性高潮| 久久久久精品人妻al黑| 国产aⅴ精品一区二区三区波| 久久中文看片网| 国产成人av激情在线播放| 精品人妻熟女毛片av久久网站| 久久人人爽av亚洲精品天堂| 国产精品免费一区二区三区在线 | 中文字幕另类日韩欧美亚洲嫩草| 日韩免费高清中文字幕av| 中文字幕另类日韩欧美亚洲嫩草| 久久久久网色| 汤姆久久久久久久影院中文字幕| 国产亚洲av高清不卡| a在线观看视频网站|