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The sensitivity of modulation fidelity on PA envelope variation in OFDM transmitter systems
EURASIP Journal on Wireless Communications and Networking volume 2014, Article number: 52 (2014)
Intermodulation distortion (IMD) caused by nonlinear power amplifier (PA) is a major weakness in orthogonal frequency-division multiplexing (OFDM) transmitter systems, and most behavioral studies of IMD are based on specific example PAs. In recent papers, PA percentage linearization (PL), a general measurement for PA envelope variation, is investigated for its influence on system performance. Meanwhile, PL still somehow depends on specific example PA, and it mostly considers the PA saturation point (SP) variation. In this paper, a comparison analysis is presented to investigate the system performance when both SP and nonlinearity onset point (NOP) variations are considered. The simulations show that how the PA envelope variation can be represented by the signal impairment over IBO and OBO domains, respectively. It is interesting to find that although SP attracts much concern in current studies, NOP actually has a clear influence on modulation fidelity of nonlinear OFDM transmitter systems. Moreover, it is observed that when input power gets close to saturation range, the PAs having relatively higher nonlinearity show relatively lower distortion level over the input power domain. These interesting simulation observations above are analytically explained based on a mixed time domain and statistical analysis of IMD mechanism. An example IEEE 802.11a OFDM signal is driving through five example solid state PAs, and the system performance is measured by error vector magnitude (EVM) and adjacent channel power ratio (ACPR).
Orthogonal frequency-division multiplexing (OFDM)-modulated signals are widely used in wireless communications systems for their advantage of high spectrum efficiency [1, 2]. However, OFDM signals have a nature of high peak to average power ration (PAPR), since they consist of lots of independent input subcarriers. This high PAPR nature makes OFDM transmitter systems very sensitive to the nonlinearity of RF power amplifiers (PAs) integrated within transmitters, and significant nonlinear distortion generated in the amplification process is a major weakness of OFDM signal systems [3, 4]. The nonlinear distortion can be evaluated by the modulation fidelity over wanted subcarriers and the out-of-band spectral regrowth, and they can be quantitatively expressed by error vector magnitude (EVM) and adjacent channel power ration (ACPR), respectively .
For the designers of OFDM transmitter systems, the influence of PA envelope character on system modulation fidelity is a fundamental concern, and it attracts lots of studies [6–9]. However, most relevant studies are based on a specific example PA, and the influence of PA envelope variation on system performance is not well explored yet. In recent papers [10, 11], the PA envelopes are characterized by percentage linearization (PL) determined by PA saturation point (SP), and the influence of PL on system modulation fidelity is investigated. Meanwhile, the influence of PA envelope is not investigated yet as both SP and nonlinear onset point (NOP) variations are considered. Thus, a couple of questions can be asked here. What is the influence of PA envelope on modulation fidelity performance of nonlinear OFDM transmitter systems when both NOP and SP variations are considered? Can the simulation observations be explained analytically? This paper presents our efforts to answer these questions.
In this paper, the characteristic of PAs is considered as some kind of degradations from that of the ideal PA, i.e., a fully linearized hard limiter. This degradation is characterized by both NOP and SP defined in [10, 11]. Totally, five solid-state PA (SSPAs) envelopes with various settings of NOP and SP are designed, where the AM/PM conversion of these PA envelopes are neglected as in [10, 12], and these example PAs are modeled by Bessel-Fourier (BF) behavioral model [13, 14]. A 16QAM-modulated IEEE 802.11a OFDM signal is driven through these designed PAs. The intermodulation distortion (IMD) of output signal of example PAs is measured by EVM and ACPR, and the obtained EVM and ACPR results are displayed over input backoff (IBO) and output backoff (OBO) domains, respectively. This allows us to see how the variations of PA envelopes are represented through their associated EVM/ACPR results. An interesting outcome is that when these example PAs are driven close to their saturation ranges, PAs having relatively higher nonlinearity show relatively lower distortion level over IBO domain. On the contrary, PAs having relatively higher nonlinearity show relatively higher distortion level over the whole OBO domain. Another interesting outcome observed from the comparative experiment is that NOP is not much concerned in the characterization of PA envelope in current studies, but the system performance actually is more sensitive to the variation of NOP than to that of SP. These simulation observations are analytically discussed by using a recent mixed time-domain and statistical analysis approach of IMD [15, 16]. It can be seen that when input power increases, the weights of high-order terms in PA Bessel-Fourier model become comparable with those of dominated low-order terms. Therefore, the IMD of a PA envelope becomes more sensitive to the input power as it has more high-order model terms. This finding explains the simulation observations.
Section 2 presents the designed example PA envelopes. Section 3 presents the BF PA envelope model and the mixed time-domain and statistical analysis approach of IMD. The simulation observations and associated discussions are presented in Section 4, and this is followed by the conclusion in Section 5.
2 PA envelopes having various NOPs and SPs
In simulation-based analysis of nonlinear OFDM transmitter systems, the single SSPA transfer characteristic used can vary from device to device. Without comparative analysis of multiple-PA-based simulation experiment, valuable outcomes can be missed. In this paper, several PA envelopes having various envelope characters are designed, and the design scheme is presented below.
As in , generally, the input-output map of an amplification transfer system can be represented by the following nonlinear differential equation:
where so(t) and si(t) are the output and input signals, respectively. In PA transmitters, the fading memory effects of transfer character is related to the input signal only. As in [9, 10, 13, 17, 18], memoryless nonlinearity dominates PA transfer character, and it can be characterized by memoryless PA envelope character, i.e.,
where g[.] and Φ[.] denote PA AM/AM and AM/PM conversion, respectively; and Ae(t) is the envelope amplitude of input signal. Since AM/PM conversion of SSPAs does not have strong variation , Φ[.] of example PAs is set as zero.
As in [10, 11], PL is developed for the characterization of PA envelope, which depends on the SP variation. In this paper, five PA envelopes are presented with independent SP and NOP variation applied. The concepts of NOP, SP, and the characteristic’s ideal saturation point (CISP) are shown in Figure 1. The five example PA envelopes, i.e., L0 to L4, are designed to have various NOP and SP degradation referring to L0, i.e., their NOPs and SPs depart from CISP. A smooth envelope characteristic is designed to connect NOP and SP when they depart from CISP, and the derivative function of designed PA envelope smoothly decreases from 1 to 0 when the input power sweeps from NOP to SP. In this paper, the distance of NOP and SP to CISP, written as DNOP-CISP and DSP-CISP, is measured along the asymptotic ideal linearity character (AILC) line and asymptotic output saturation power (AOSP) line, respectively. Table 1 shows the DNOP-CISP and DSP-CISP of all five example PAs, and the percentage linearization area (PLA), defined in [10, 11], of all designed PAs, is presented in Table 1 as well. The five example PA envelopes are presented in Figure 2, and their input and output are normalized to those of CISP.
3 IMD analysis in nonlinear OFDM transmitter systems
The input OFDM signal including N subcarriers, denoted as si(t) here, can be written as
where A l (t)φ l (t) and f l denote the amplitude, phase, and frequency of the l th subcarrier. In this paper, Bessel-Fourier behavioral model is selected for the example PA envelopes for its unique advantage when dealing with OFDM-like multi-carrier signals [13–15]. Using Bessel-Fourier model, the zonal band PA output signal, so(t), can be written as
where Dmod is the model dynamic range ; is the order Bessel function of the first kind; b k is the k th coefficient of an L th order Bessel-Fourier model. As in [13, 14], so(t) includes fundamental carriers and zonal band intermodulation products (IMPs), and each of them maps to a unique realization of the parameter set [ n1, n2,…, n N ]. The fundamental carriers IMPs can be distinguished by the condition of, where λ=1 indicates fundamental carriers and other values of λ(λ≥3) indicates the λ th order IMPs.
Equation 4 requires an unacceptable computation cost in IMD simulation, and it can be simplified. As derived in [15, 16], the power level of individual fundamental carrier or IMP mapping to [ n1,…, n N ], denoted as , can be written as
where σ2 denotes the power of input OFDM signal. Thus, as in , the power spectra of fundamental carriers and IMD, denoted as PSfund(f,σ2) and PSIMD(f,σ2), can be written as
where f denotes the frequency; δ[.] is the Dirac function; DDF3(f) denotes the distribution density function of third-order IMPs as defined in , and it can be easily counted according to the number of subcarriers. Here, IMD is represented by the dominated third-order IMPs, and higher-order IMPs are omitted.
The relation between Dmod and σ2 is discussed in . As derived in , we can have that
Applying (8), (6) and (7) can be re-written as
Thus, the signal-to-noise ratio (SNR) of nonlinearly amplified OFDM signal, Rnon(σ2), can be written as
where ch denotes the signal band of OFDM fundamental carriers. Based on the range estimation of Bessel series kernel in (7), i.e., , it can be derived that
This indicates that the power of IMD increased as input power as σ2 increases, and the power of high-order IMD components are more sensitive to the variation of σ2 than that of the low-order ones.
4 Simulation observations and discussions
In this section, the modulation fidelity of an IEEE 802.11a OFDM signal driving through five example SSPAs are presented. The EVM and ACPR are two specific measures of system SNR, which focuses on the in-band distortion and out-band spectrum regrowth, respectively. The EVM and ACPR results shown in this section are simulated based on the classical statistical (Stat) approach in . The simulation results reveal how the PA nonlinearity is represented by the signal impairment over IBO and OBO domains, respectively, and the associated simulation observations are discussed based on above analysis.
In Figure 3, the simulated EVM and ACPR results of five example PAs are presented. It can be seen that when the input power is around linear or quasi-linear ranges (e.g., around 5 dB), the order of nonlinear impairment of all five example PAs (from high to low) is L0, L1, L2, L3, and L4. However, when the input power is close to saturation range (e.g., around -4 dB), the former order changes to L4, L3, L2, L1, and L0. Referring to Table 1, here we can notice that NOP has a very clear influence on system modulation fidelity and that the PAs have better linearity generate higher IMD as they are driven close to saturation ranges.
In Figure 4, the constellation diagrams of amplified OFDM signals driven through L0 and L4 are presented, which are driven at operating points of IBO 5 dB and -3 dB, respectively. It can be seen that, from the constellation diagrams, L4 generates higher IMD than L0 does within low input power range, while L0 generates higher IMD than L4 does within high input power range. This observation is consistent with that of Figure 3.
In Figure 5, the power spectrum graphs of all example PAs at IBO 6 and -2 dB are presented. It can be seen that L0 generates the lowest spectra regrowth than others do within low-input power range, while it generates the highest spectra regrowth within high-input power range. This observation is consistent with Figures 3 and 4, and it can be explained as follows. Since NOP has the clear influence on the convergence of coefficient spectrum of Bessel-Fourier PA model, and as shown in Figure 6 below, the weight of high-order model terms clearly increases as DNOP-CISP decreases. For example, the Bessel-Fourier PA model of L0 has more high-order terms than that of L4 does, since L0 has a smaller DNOP-CISP than L4 does. Furthermore, As analyzed around (12), the power of high-order IMD components is more sensitive to the variation of σ2 than that of the low-order ones. That is, as σ2 increases, the high-order model components show clear weights in total IMD. Therefore, IMD generated by L0 is higher than that generated by L4 as operating point is close to saturation points.
In Figure 6, the weights of Bessel-Fourier model terms of L0 and L4 example PAs are presented. It can be seen that as analyzed above, the weights of high-order terms of L0 PA are higher than those of L4. This is because L0 has a relatively sharp variation at CISP. Thus, as observed in above figures, the modulation fidelity of L0 shows more significant degradation than L4 does when input power increased.
In Figure 7, the EVM and ACPR results are displayed over OBO domain. It can be seen here that the PAs having relatively higher linearity, such as L0, show better modulation fidelity over the whole OBO range. This is because that OBO is not sensitive to IBO when PAs are driven close to saturation range.
In this paper, a comparison analysis is presented to investigate the system performance when both SP and nonlinearity onset point (NOP) variations are considered. The simulations show that how the PA envelope variation can be represented by the signal impairment over IBO and OBO domains, respectively. It is interesting to find that although SP attracts much concern in current studies, NOP actually has the clear influence on modulation fidelity of nonlinear OFDM transmitter systems. Moreover, it is observed when input power gets close to saturation range, the PAs having relatively higher nonlinearity show relatively lower distortion level over the input power domain. These interesting simulation observations above are analytically explained based on a mixed time domain and statistical analysis of the IMD mechanism.
YL, MD, and YJ are from State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronic Engineering and Computer Science, Peking University, Haidian District, Beijing, China.
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The authors wish to acknowledge the support from State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronic Engineering and Computer Science, Peking University. The authors also wish to acknowledge the suggestions from Prof. Máirtín O’Droma in the Telecommunications Research Centre, University of Limerick, Ireland.
The authors declare that they have no competing interests.
Yiming Lei, Mingke Dong contributed equally to this work.
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Lei, Y., Dong, M. & Jin, Y. The sensitivity of modulation fidelity on PA envelope variation in OFDM transmitter systems. J Wireless Com Network 2014, 52 (2014). https://doi.org/10.1186/1687-1499-2014-52
- Intermodulation distortion
- Nonlinear power amplifier