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Energy and Spectrally Efficient Modulation Scheme for IoT Applications

机译:物联网应用的能量和频谱高效调制方案

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摘要

Due to the Internet of Things (IoT) requirements for a high-density network with low-cost and low-power physical (PHY) layer design, the low-power budget transceiver systems have drawn momentous attention lately owing to their superior performance enhancement in both energy efficiency and hardware complexity reduction. As the power budget of the classical transceivers is envisioned by using inefficient linear power amplifiers (PAs) at the transmitter (TX) side and by applying high-resolution analog to digital converters (ADCs) at the receiver (RX) side, the transceiver architectures with low-cost PHY layer design (i.e., nonlinear PA at the TX and one-bit ADC at the RX) are mandated to cope with the vast IoT applications. Therefore, in this paper, we propose the orthogonal shaping pulses minimum shift keying (OSP-MSK) as a multiple-input multiple-output (MIMO) modulation/demodulation scheme in order to design the low-cost transceiver architectures associated with the IoT devices. The OSP-MSK fulfills a low-power budget by using constant envelope modulation (CEM) techniques at the TX side, and by applying a low-resolution one-bit ADC at the RX side. Furthermore, the OSP-MSK provides a higher spectral efficiency compared to the recently introduced MIMO-CEM with the one-bit ADC. In this context, the orthogonality between the in-phase and quadrature-phase components of the OSP are exploited to increase the number of transmitted bits per symbol (bps) without the need for extra bandwidth. The performance of the proposed scheme is investigated analytically and via Monte Carlo simulations. For the mathematical analysis, we derive closed-form expressions for assessing the average bit error rate (ABER) performance of the OSP-MSK modulation in conjunction with Rayleigh and Nakagami-m fading channels. Moreover, a closed-form expression for evaluating the power spectral density (PSD) of the proposed scheme is obtained as well. The simulation results corroborate the potency of the conducted analysis by revealing a high consistency with the obtained analytical formulas.
机译:由于具有低成本和低功耗物理(PHY)层设计的高密度网络对物联网(IoT)的要求,低功耗预算收发器系统近来因其卓越的性能增强而引起了人们的关注。能源效率和硬件复杂性降低。通过在发送器(TX)端使用效率低的线性功率放大器(PA)并在接收器(RX)端应用高分辨率的模数转换器(ADC),可以预见经典收发器的功率预算,因此,收发器架构具有低成本PH​​Y层设计(即TX处的非线性PA和RX处的一位ADC)的任务是应对广泛的IoT应用。因此,在本文中,我们提出了正交整形脉冲最小频移键控(OSP-MSK)作为多输入多输出(MIMO)调制/解调方案,以设计与IoT设备关联的低成本收发器架构。 OSP-MSK通过在TX端使用恒定包络调制(CEM)技术,并在RX端应用低分辨率的一位ADC来实现低功耗预算。此外,与最近推出的带一位ADC的MIMO-CEM相比,OSP-MSK提供了更高的频谱效率。在这种情况下,可以利用OSP的同相和正交相分量之间的正交性来增加每个符号的传输位数(bps),而无需额外的带宽。拟议方案的性能通过蒙特卡洛仿真分析和分析。对于数学分析,我们得出封闭形式的表达式,以结合Rayleigh和Nakagami-m衰落信道评估OSP-MSK调制的平均误码率(ABER)性能。此外,还获得了用于评估所提出方案的功率谱密度(PSD)的闭式表达式。通过揭示与所获得的分析公式的高度一致性,仿真结果证实了所进行分析的效力。

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