Channel Estimation in MIMO-OFDM by Improved Crow Search Algorithm

Vinay Bandaru
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Abstract

: Multiple Input Multiple Output (MIMO) is exploited by the current mobile telecommunication systems with the cooperative of Orthogonal Frequency Division Multiplexing (OFDM) that is renowned as MIMO-OFDM to present sturdiness as well as superior spectrum effectiveness. In this case, the main significant confront is to attain a precise channel estimation in order to recognize the information symbols, if the receiver should possess Channel State Information (CSI) in order to balance as well as the procedure the received signal. Therefore, a competent approach is developed by developing the Improved Crow Search algorithm (ICSO) to enhance the MIMO-OFDM system performance in multimedia applications. Additionally, in the MU-MIMO system user admission control is performed by exploiting the priority-based scheduling based on Cat and Mouse Optimization algorithm (CMO) approach which is combined in the STBC-MIMO-OFDM system for competent power allocation to make sure energy effectiveness. In addition, the fitness metrics like priority, power, throughput, and Proportionally Fair are calculated. The simulation is performed in diverse fading environments with three modulation strategies, such as QPSK, BPSK, and QAM with the performance measures, like BER and throughput. The proposed model outperforms the conventional models with minimum BER and maximum throughput.
基于改进Crow搜索算法的MIMO-OFDM信道估计
多输入多输出(MIMO)是当前移动通信系统与正交频分复用(OFDM)技术(即MIMO-OFDM)合作开发的一种技术,具有较强的稳定性和频谱效率。在这种情况下,主要的重要问题是获得精确的信道估计,以便识别信息符号,如果接收器应该拥有信道状态信息(CSI),以便平衡和处理接收到的信号。因此,本文提出了一种改进的乌鸦搜索算法(ICSO)来提高MIMO-OFDM系统在多媒体应用中的性能。此外,在MU-MIMO系统中,利用基于猫鼠优化算法(CMO)的优先级调度方法进行用户准入控制,该方法与STBC-MIMO-OFDM系统相结合,进行合理的功率分配,以确保能源效率。此外,还会计算诸如优先级、功率、吞吐量和比例公平等适应度指标。采用QPSK、BPSK和QAM三种调制策略,对不同的衰落环境进行了仿真,并测量了误码率和吞吐量等性能指标。该模型在最小误码率和最大吞吐量方面优于传统模型。
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