SER Analysis of Cell-Free Massive MIMO System

IF 7.1 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Vehicular Technology Pub Date : 2024-12-18 DOI:10.1109/TVT.2024.3512527
Si-Nian Jin;Dian-Wu Yue;Gehui Lei;Jitong Ma;Moran Ju
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Abstract

This paper studies an uplink cell-free massive multiple-input multiple-output (MIMO) system with imperfect channel state information and maximum-ratio combining detectors over Rayleigh fading channel. For such a system, this paper analyzes the performance of symbol error rate (SER), which plays a key role in system reliability. Firstly, the probability density function of the desired signal and the equivalent noise are analytically calculated for M-ary pulse amplitude modulation, M-ary quadrature amplitude modulation, and M-ary phase-shift keying, respectively. Next, based on these analyses, the novel analytical expressions for the SER of different modulations are derived, which is verified by numerical results. Then, in order to enhance the SER performance of all users in different geographical locations, a geometric programming based power control (GPPC) algorithm is proposed. Finally, numerical results show that compared with four benchmark schemes of the full power algorithm, the fractional power control algorithm, the traditional max-min fairness power control algorithm, and the genetic algorithm, the proposed GPPC algorithm can effectively minimize the maximum SER among all users through collaborative control of the power control coefficient while ensuring lower computational complexity.
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无小区大规模多输入多输出系统的 SER 分析
研究了瑞利衰落信道上具有不完全信道状态信息和最大比组合检测器的无上行单元的海量多输入多输出(MIMO)系统。针对这种系统,本文分析了对系统可靠性起关键作用的符号误码率(SER)的性能。首先,分别解析计算了M-ary脉冲调幅、M-ary正交调幅和M-ary相移键控时期望信号的概率密度函数和等效噪声;其次,在此基础上,推导了不同调制方式下的新解析表达式,并通过数值结果进行了验证。然后,为了提高不同地理位置所有用户的SER性能,提出了一种基于几何规划的功率控制(GPPC)算法。最后,数值结果表明,与全功率算法、分数功率控制算法、传统最大最小公平功率控制算法和遗传算法四种基准方案相比,本文提出的GPPC算法可以通过功率控制系数的协同控制,有效地最小化所有用户之间的最大SER,同时保证较低的计算复杂度。
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来源期刊
CiteScore
6.00
自引率
8.80%
发文量
1245
审稿时长
6.3 months
期刊介绍: The scope of the Transactions is threefold (which was approved by the IEEE Periodicals Committee in 1967) and is published on the journal website as follows: Communications: The use of mobile radio on land, sea, and air, including cellular radio, two-way radio, and one-way radio, with applications to dispatch and control vehicles, mobile radiotelephone, radio paging, and status monitoring and reporting. Related areas include spectrum usage, component radio equipment such as cavities and antennas, compute control for radio systems, digital modulation and transmission techniques, mobile radio circuit design, radio propagation for vehicular communications, effects of ignition noise and radio frequency interference, and consideration of the vehicle as part of the radio operating environment. Transportation Systems: The use of electronic technology for the control of ground transportation systems including, but not limited to, traffic aid systems; traffic control systems; automatic vehicle identification, location, and monitoring systems; automated transport systems, with single and multiple vehicle control; and moving walkways or people-movers. Vehicular Electronics: The use of electronic or electrical components and systems for control, propulsion, or auxiliary functions, including but not limited to, electronic controls for engineer, drive train, convenience, safety, and other vehicle systems; sensors, actuators, and microprocessors for onboard use; electronic fuel control systems; vehicle electrical components and systems collision avoidance systems; electromagnetic compatibility in the vehicle environment; and electric vehicles and controls.
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