CN108809885A - A kind of novel orthogonal space modulator approach based on indoor visible light communication - Google Patents
A kind of novel orthogonal space modulator approach based on indoor visible light communication Download PDFInfo
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Abstract
本发明公开一种基于室内可见光通信的新颖空间正交调制方法,步骤是:基于SQM方案,依据最大似然估计准则,在不考虑所激活LED序号的条件下,给出解调器对发送信号的估计表达式;利用PEP与UB技术,给出SQM方式下的SER表达式;依据SER表达式,给出SQM方式下的BER表达式;依据BER的表达式,定义BER的上限表达式;建立基于BER上限最小化的SQM优化问题,给出优化目标函数及对应约束条件,从而得到基于发送端LED数目为4的NSQM方式;基于NSQM方式下,设计4进制映射信号集,给出8进制映射信号集的设计流程,给出16进制映射信号集的设计思路,最后,64进制映射信号集为4‑NSQM与16‑NSQM的叠加。此种方法通过优化发送光信号的映射方式,提高可见光信号的传输可靠性。
The invention discloses a novel spatial quadrature modulation method based on indoor visible light communication. The steps are: based on the SQM scheme, according to the maximum likelihood estimation criterion, and under the condition of not considering the serial number of the activated LED, the demodulator is given a pair of sending signals. The estimated expression of BER; using PEP and UB technology, give the expression of SER under SQM mode; according to the expression of SER, give the expression of BER under the way of SQM; according to the expression of BER, define the upper limit expression of BER; establish Based on the SQM optimization problem of BER upper limit minimization, the optimization objective function and corresponding constraint conditions are given, so that the NSQM method based on the number of LEDs at the sending end is 4; based on the NSQM method, a 4-ary mapping signal set is designed, and an 8-ary system is given. The design process of the system mapping signal set is given, and the design idea of the hexadecimal mapping signal set is given. Finally, the 64 system mapping signal set is the superposition of 4‑NSQM and 16‑NSQM. This method improves the transmission reliability of the visible light signal by optimizing the mapping method of the transmitted light signal.
Description
技术领域technical field
本发明涉及一种在室内可见光通信场景中可见光信号的调制方法,特别涉及一种基于室内可见光通信的新颖空间正交调制方法。The present invention relates to a modulation method of a visible light signal in an indoor visible light communication scene, in particular to a novel spatial orthogonal modulation method based on indoor visible light communication.
背景技术Background technique
可见光通信(VLC)因其在能效与室内无线通信等方面的显著优势而备受关注,其基本原理:发端采用发光二极管(LED)发送信息数据,信号经光信道传输后到达接收端,收端采用光电二极管(PD)检测器对光信号进行直接检测。然而,值得注意的是:基于VLC系统中信号的单极性特点,存在信号采用强度调制/直接检测这一约束问题。因而,为了克服上述挑战,进而实现信息传输的高效与可靠,空间调制(SM)、多进制正交振幅调制(M-QAM)及空间正交调制(SQM)等技术已成为VLC调制技术中的重要研究内容。Visible light communication (VLC) has attracted much attention because of its significant advantages in energy efficiency and indoor wireless communication. The light signal is directly detected using a photodiode (PD) detector. However, it is worth noting that: based on the unipolar characteristics of the signal in the VLC system, there is a constraint problem that the signal adopts intensity modulation/direct detection. Therefore, in order to overcome the above-mentioned challenges and realize efficient and reliable information transmission, technologies such as spatial modulation (SM), multi-ary quadrature amplitude modulation (M-QAM) and spatial quadrature modulation (SQM) have become the mainstays of VLC modulation technology. important research content.
SQM技术的基本原理是:将M-QAM信号转换为满足VLC系统对信号“实、正”特性的要求,并以发送信号来激活发送LED序号,经LED发送信息数据;接收端基于最大似然准则在对发送光信号进行估计过程中,需要考虑发端所激活LED序号的估计。因此,在室内可见光通信场景中,基于SQM基础上,如何优化发送光信号的映射方式,进而实现可见光信号传输的高效可靠一直是专家学者的研究重点。The basic principle of SQM technology is: convert the M-QAM signal to meet the requirements of the VLC system for the "real and positive" characteristics of the signal, and use the sending signal to activate the sending LED serial number, and send the information data through the LED; the receiving end is based on the maximum likelihood Criterion In the process of estimating the transmitted optical signal, it is necessary to consider the estimation of the serial number of the LED activated by the transmitting end. Therefore, in the indoor visible light communication scenario, based on SQM, how to optimize the mapping method of the transmitted optical signal to achieve efficient and reliable visible light signal transmission has always been the research focus of experts and scholars.
为了得到适用于室内可见光通信中高效可靠的调制方式,本案应运而生。In order to obtain an efficient and reliable modulation method suitable for indoor visible light communication, this case came into being.
发明内容Contents of the invention
本发明的目的,在于提供一种基于室内可见光通信的新颖空间正交调制方法,其通过优化发送光信号的映射方式,提高可见光信号的传输可靠性。The purpose of the present invention is to provide a novel spatial quadrature modulation method based on indoor visible light communication, which improves the transmission reliability of visible light signals by optimizing the mapping method of transmitted optical signals.
为了达成上述目的,本发明的解决方案是:In order to achieve the above object, the solution of the present invention is:
一种基于室内可见光通信的新颖空间正交调制方法,包括以下步骤:A novel spatial quadrature modulation method based on indoor visible light communication, comprising the following steps:
步骤A,基于SQM方案,依据最大似然估计准则,在不考虑所激活LED序号的条件下,给出解调器对发送信号的估计表达式;Step A, based on the SQM scheme, according to the maximum likelihood estimation criterion, without considering the serial number of the activated LED, give the estimated expression of the demodulator for the transmitted signal;
步骤B,利用PEP与UB技术,给出SQM方式下的SER表达式;Step B, using PEP and UB technology, give the SER expression under the SQM mode;
步骤C,依据SER表达式,通过分析发送信号的特点,给出SQM方式下的BER表达式;Step C, according to the SER expression, by analyzing the characteristics of the sent signal, the BER expression under the SQM mode is given;
步骤D,依据BER的表达式,定义BER的上限表达式;Step D, according to the expression of BER, define the upper limit expression of BER;
步骤E,建立基于BER上限最小化的SQM优化问题,给出优化目标函数及对应约束条件,从而得到基于发送端LED数目Nt=4的NSQM方式;Step E, establishing an SQM optimization problem based on the minimization of the upper limit of the BER, providing an optimization objective function and corresponding constraint conditions, thereby obtaining an NSQM method based on the number of LEDs at the sending end N t =4;
步骤F,基于NSQM方式下,设计4进制映射信号集;Step F, designing a 4-ary mapping signal set based on the NSQM method;
步骤G,基于NSQM方式下,给出8进制映射信号集的设计流程;Step G, based on the NSQM method, the design process of the octal mapping signal set is given;
步骤H,基于NSQM方式下,给出16进制映射信号集的设计思路;In step H, based on the NSQM method, the design idea of the hexadecimal mapping signal set is given;
步骤I,基于NSQM方式下,64进制映射信号集为4-NSQM与16-NSQM的叠加。In step I, based on the NSQM mode, the 64-ary mapping signal set is the superposition of 4-NSQM and 16-NSQM.
上述步骤B的具体步骤是:The concrete steps of above-mentioned step B are:
步骤B1,利用PEP与UB技术,给出初始SER表达式为:其中P(sm→sk)表示:发送符号为sm时,而判决为符号sk所对应的PEP;调制符号数为M;In step B1, using PEP and UB technology, the initial SER expression is given as: Among them, P(s m →s k ) means: when the transmitted symbol is s m , the judgment is the PEP corresponding to the symbol s k ; the number of modulation symbols is M;
步骤B2,基于可见光信道特性H条件下,有:P(sm→sk|H)=P(D(y,sk)>D(y,sm)|H),其中D(y,sm)为y与sm间的欧式距离,定义为:yl表示第l个PD检测到的光信号,Nr表示接收端PD的数目,Hl表示H的第l行;Step B2, under the condition of visible light channel characteristic H, there is: P(s m →s k |H)=P(D(y,s k )>D(y,s m )|H), where D(y, s m ) is the Euclidean distance between y and s m , defined as: yl represents the optical signal detected by the l-th PD, N r represents the number of PDs at the receiving end, and H l represents the l-th row of H;
步骤B3,得到SER表达式: Step B3, get the SER expression:
其中σ2为可见光信道中高斯噪声的方差,ρ为每个符号的平均发送光功率,γ为光电检测器的响应度。in σ2 is the variance of Gaussian noise in the visible light channel, ρ is the average transmitted optical power of each symbol, and γ is the responsivity of the photodetector.
上述步骤F的具体步骤是:The concrete steps of above-mentioned step F are:
步骤F1,依据SQM方式,NSQM的4进制信号集定义为:Step F1, according to the SQM method, the 4-ary signal set of NSQM is defined as:
步骤F2,在不考虑Hl影响的条件下,给出所有可能存在的欧式距离形式:Step F2, without considering the influence of H l , give all possible forms of Euclidean distance:
步骤F3,依据优化目标函数及对应约束条件,在α=1与β=0情况下,得到优化后的所有可能欧式距离为: Step F3, according to the optimization objective function and corresponding constraint conditions, in the case of α=1 and β=0, all possible Euclidean distances after optimization are obtained as:
步骤F4,得到NSQM的4进制信号集为:In step F4, the 4-ary signal set of NSQM is obtained as follows:
上述步骤G的具体步骤是:The concrete steps of above-mentioned step G are:
步骤G1,8进制NSQM信号集记为:In step G1, the octal NSQM signal set is recorded as:
并定义η=α/β; And define η=α/β;
步骤G2,在不考虑Hl影响的条件下,给出所有可能存在的欧式距离:Step G2, without considering the influence of H l , give all possible Euclidean distances:
该式与η相关; This formula is related to η;
步骤G3,依据优化目标函数及对应约束条件,通过计算最优化因子ηopt实现调制的优化设计。In step G3, according to the optimization objective function and the corresponding constraint conditions, the optimization design of the modulation is realized by calculating the optimization factor η opt .
上述步骤H的具体步骤是:The concrete steps of above-mentioned step H are:
步骤H1,给出两个4进制NSQM信号集:In step H1, two 4-ary NSQM signal sets are given:
定义η=α/β; Define η=α/β;
步骤H2,16进制NSQM信号集为:信号运算为复数的叠加运算;In step H2, the hexadecimal NSQM signal set is: The signal operation is the superposition operation of complex numbers;
步骤H3,依据优化目标函数及对应约束条件,通过计算最优化因子ηopt实现调制的优化设计。Step H3, according to the optimization objective function and the corresponding constraint conditions, by calculating the optimization factor η opt to realize the optimization design of the modulation.
采用上述方案后,本发明针对室内可见光通信中现有SQM方式存在信号传输BER高的问题,相较于现有SQM技术,本发明在不考虑所激活LED序号估计的条件下,给出了基于最大自然准则的信号估计表达式,并重点基于SQM方式建立误差上限最小化的优化问题,给出优化目标函数及约束条件,进一步设计了多进制NSQM的信号映射方式,有效地改善了信号传输的BER性能,提高了室内可见光通信场景下的信息传输质量,本发明适用于室内可见光通信中的用户节点。After adopting the above scheme, the present invention aims at the problem of high signal transmission BER in the existing SQM method in indoor visible light communication. Compared with the existing SQM technology, the present invention provides a method based on The signal estimation expression of the maximum natural criterion, and focus on establishing the optimization problem of minimizing the upper limit of the error based on the SQM method, giving the optimization objective function and constraint conditions, and further designing the signal mapping method of the multi-ary NSQM, which effectively improves the signal transmission The BER performance improves the information transmission quality in the indoor visible light communication scene, and the present invention is applicable to user nodes in the indoor visible light communication.
附图说明Description of drawings
图1是本发明所提出的4-NSQM和8-NSQM与现有4-SQM和8-SQM的误比特率性能对比曲线图;Fig. 1 is the BER performance comparison curve figure of 4-NSQM and 8-NSQM proposed by the present invention and existing 4-SQM and 8-SQM;
图2是本发明所提出的16-NSQM和64-NSQM与现有16-SQM和64-SQM的误比特率性能对比曲线图。Fig. 2 is a comparison curve of bit error rate performance between 16-NSQM and 64-NSQM proposed by the present invention and existing 16-SQM and 64-SQM.
具体实施方式Detailed ways
以下将结合附图,对本发明的技术方案及有益效果进行详细说明。The technical solutions and beneficial effects of the present invention will be described in detail below in conjunction with the accompanying drawings.
本发明提供一种基于室内可见光通信的新颖空间正交调制方法,包括以下步骤:The present invention provides a novel spatial quadrature modulation method based on indoor visible light communication, which includes the following steps:
步骤A):基于现有空间正交调制(SQM)方案,依据最大似然估计准则,在不考虑所激活LED序号的条件下,给出解调器对发送信号的估计表达式;Step A): Based on the existing spatial quadrature modulation (SQM) scheme, according to the maximum likelihood estimation criterion, without considering the serial number of the activated LED, the demodulator is given an estimation expression for the transmitted signal;
步骤B):利用成对错误概率(PEP)与一致界(UB)技术,给出SQM方式下的误符号率(SER)表达式;Step B): Utilize Paired Error Probability (PEP) and Uniform Bound (UB) technology to give the Symbol Error Rate (SER) expression under the SQM mode;
步骤C):依据SER表达式,通过分析发送信号的特点,给出SQM方式下的误比特率(BER)表达式;Step C): According to the SER expression, by analyzing the characteristics of the transmitted signal, the bit error rate (BER) expression under the SQM mode is given;
步骤D):依据BER的表达式,定义BER的上限表达式;Step D): according to the expression of BER, define the upper limit expression of BER;
步骤E):建立基于BER上限最小化的SQM优化问题,给出优化目标函数及对应约束条件,从而得到基于发送端LED数目Nt=4的新颖空间正交调制(NSQM)方式;Step E): Establishing an SQM optimization problem based on the minimization of the upper limit of BER, providing the optimization objective function and corresponding constraint conditions, thereby obtaining a novel spatial quadrature modulation (NSQM) method based on the number of LEDs at the sending end N t =4;
步骤F):基于NSQM方式下,设计4进制映射信号集;Step F): Under the NSQM mode, design a 4-ary mapping signal set;
步骤G):基于NSQM方式下,给出8进制映射信号集的设计流程。Step G): Based on the NSQM method, the design process of the octal mapping signal set is given.
步骤H):基于NSQM方式下,给出16进制映射信号集的设计思路。Step H): Based on the NSQM method, the design idea of the hexadecimal mapping signal set is given.
步骤I):基于NSQM方式下,64进制映射信号集为4-NSQM与16-NSQM的叠加。Step I): Based on the NSQM mode, the 64-ary system mapping signal set is the superposition of 4-NSQM and 16-NSQM.
其中,所述步骤B的具体步骤是:Wherein, the concrete steps of described step B are:
步骤B1):利用PEP与UB技术,给出初始SER表达式为:Step B1): Using PEP and UB technology, the initial SER expression is given as:
其中P(sm→sk)表示:发送符号为sm时,而判决为符号sk所对应的PEP;调制符号数为M; Among them, P(s m →s k ) means: when the transmitted symbol is s m , the judgment is the PEP corresponding to the symbol s k ; the number of modulation symbols is M;
步骤B2):基于可见光信道特性H条件下,有:P(sm→sk|H)=P(D(y,sk)>D(y,sm)|H),其中D(y,sm)为y与sm间的欧式距离,定义为:yl表示第l个PD检测到的光信号,Nr表示接收端PD的数目,Hl表示H的第l行;Step B2): Under the condition of visible light channel characteristic H, there is: P(s m →s k |H)=P(D(y,s k )>D(y,s m )|H), where D(y ,s m ) is the Euclidean distance between y and s m , defined as: yl represents the optical signal detected by the l-th PD, N r represents the number of PDs at the receiving end, and H l represents the l-th row of H;
步骤B3):得到SER表达式:其中σ2为可见光信道中高斯噪声的方差,ρ为每个符号的平均发送光功率,γ为光电检测器的响应度。Step B3): get the SER expression: in σ2 is the variance of Gaussian noise in the visible light channel, ρ is the average transmitted optical power of each symbol, and γ is the responsivity of the photodetector.
所述步骤F的具体步骤是:The concrete steps of described step F are:
步骤F1):依据SQM方式,NSQM的4进制信号集定义为:Step F1): According to the SQM method, the 4-ary signal set of NSQM is defined as:
步骤F2):在不考虑Hl影响的条件下,给出所有可能存在的欧式距离形式:Step F2): Without considering the influence of H l , give all possible forms of Euclidean distance:
步骤F3):依据优化目标函数及对应约束条件,在α=1与β=0情况下,得到优化后的所有可能欧式距离为: Step F3): According to the optimization objective function and corresponding constraint conditions, in the case of α=1 and β=0, all possible Euclidean distances after optimization are:
步骤F4):得到NSQM的4进制信号集为:Step F4): Obtain the 4-ary signal set of NSQM as:
所述步骤G的具体步骤是:The concrete steps of described step G are:
步骤G1):8进制NSQM信号集可记为:Step G1): The octal NSQM signal set can be written as:
并定义η=α/β; And define η=α/β;
步骤G2):在不考虑Hl影响的条件下,给出所有可能存在的欧式距离:Step G2): Without considering the influence of H l , give all possible Euclidean distances:
该式与η相关; This formula is related to η;
步骤G3):依据优化目标函数及对应约束条件,可通过计算最优化因子ηopt实现调制的优化设计。Step G3): According to the optimization objective function and the corresponding constraint conditions, the optimization design of the modulation can be realized by calculating the optimization factor η opt .
所述步骤H的具体步骤是:The concrete steps of described step H are:
步骤H1):给出两个4进制NSQM信号集:Step H1): Two 4-ary NSQM signal sets are given:
定义η=α/β Define η=α/β
步骤H2):16进制NSQM信号集为:信号运算为复数的叠加运算。Step H2): The hexadecimal NSQM signal set is: The signal operation is the superposition operation of complex numbers.
步骤H3):依据优化目标函数及对应约束条件,可通过计算最优化因子ηopt实现调制的优化设计。Step H3): According to the optimization objective function and the corresponding constraint conditions, the optimization design of the modulation can be realized by calculating the optimization factor η opt .
综合上述,本发明一种基于室内可见光通信的新颖空间正交调制方法,针对可见光通信中传输信号特点,省略所激活LED序号估计的条件下,通过分析SQM方式下的误比特率性能,建立了误差上限最小化的优化问题,给出优化的目标函数及约束条件,从而对发送信号的映射形式进行优化,给出了NSQM方式的多进制信号映射形式,改善了信息传输的误比特率性能。从图1可以看出,在一定的仿真参数下,误码率为10-4时,所提出的4-NSQM与8-NSQM方案相比于现有的对应SQM方案,分别约有4.5dB与1.5dB的性能增益;从图2可以看出,在一定的仿真参数下,误码率为10-5时,所提出的16-NSQM与64-NSQM方案相比于现有的对应SQM方案,分别约有2.3dB与1.0dB的性能增益;此外,从图1与图2可以得到:在高信噪比条件下,可用推导出的误差上限来准确描述对应的误比特率性能。To sum up the above, the present invention is a novel spatial quadrature modulation method based on indoor visible light communication. Aiming at the characteristics of transmission signals in visible light communication, under the condition that the serial number estimation of activated LEDs is omitted, by analyzing the bit error rate performance in the SQM mode, the establishment of The optimization problem of minimizing the upper limit of the error, the optimized objective function and constraints are given, so as to optimize the mapping form of the transmitted signal, and the multi-ary signal mapping form of the NSQM method is given, which improves the bit error rate performance of information transmission . It can be seen from Figure 1 that, under certain simulation parameters, when the bit error rate is 10 -4 , the proposed 4-NSQM and 8-NSQM schemes are about 4.5dB and 1.5dB performance gain; as can be seen from Figure 2, under certain simulation parameters, when the bit error rate is 10 -5 , the proposed 16-NSQM and 64-NSQM schemes are compared with the existing corresponding SQM schemes. There are performance gains of about 2.3dB and 1.0dB respectively; in addition, it can be obtained from Figure 1 and Figure 2 that: under the condition of high signal-to-noise ratio, the derived error upper limit can be used to accurately describe the corresponding bit error rate performance.
以上实施例仅为说明本发明的技术思想,不能以此限定本发明的保护范围,凡是按照本发明提出的技术思想,在技术方案基础上所做的任何改动,均落入本发明保护范围之内。The above embodiments are only to illustrate the technical ideas of the present invention, and can not limit the protection scope of the present invention with this. All technical ideas proposed in accordance with the present invention, any changes made on the basis of technical solutions, all fall within the protection scope of the present invention. Inside.
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CN103840886A (en) * | 2014-01-24 | 2014-06-04 | 清华大学 | Precoding method based on multiple light sources in visible light communication |
CN104243033A (en) * | 2014-09-15 | 2014-12-24 | 东南大学 | Spatial modulation transmitting method suitable for visible light communication |
CN105517153A (en) * | 2015-12-22 | 2016-04-20 | 北京邮电大学 | Channel control method and device in indoor visible light communication |
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