Non-coherent detection of GFSK using Extended Kalman Filtering for Non-Gaussian noise

A. Nsour, Alhaj-Saleh Abdallah, M. Zohdy
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引用次数: 8

Abstract

Gaussian Frequency Shift Keying (GFSK), a special case of Continuous Phase Modulation (CPM) schemes, is the modulation scheme chosen for achieving basic data rate of 1 Mbps with Bluetooth receivers. In this article, we present a new non-coherent demodulation technique based on the Extended Kalman Filter (EKF) that does not require the knowledge of the modulation index to detect the GFSK modulated signal in Bluetooth receivers. The paper examines the performance of our proposed receiver in the presence of Non-Gaussian impulsive noise since this type of noise is considered to be a severe noise for wireless technologies including Bluetooth. Bit Error Rate (BER) was used as the measurement metric for the performance for our proposed receiver at the physical level while Packet Error Rate (PER) and Residual Bit Error Rate (RBER) were used as the measurement metrics at the system level. Experimental results obtained for the Extended Kalman Filter detector for Non-Gaussian noise are provided.
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基于扩展卡尔曼滤波的非高斯噪声GFSK非相干检测
高斯频移键控(GFSK)是连续相位调制(CPM)方案的一种特殊情况,是蓝牙接收器实现1 Mbps基本数据速率所选择的调制方案。在本文中,我们提出了一种新的基于扩展卡尔曼滤波器(EKF)的非相干解调技术,该技术不需要调制指数的知识来检测蓝牙接收器中的GFSK调制信号。本文研究了我们提出的接收机在非高斯脉冲噪声存在下的性能,因为这种类型的噪声被认为是包括蓝牙在内的无线技术的严重噪声。误码率(BER)被用作物理层性能的测量指标,而包错误率(PER)和剩余误码率(RBER)被用作系统层性能的测量指标。给出了非高斯噪声下扩展卡尔曼滤波检测器的实验结果。
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