The Effect of Hardware Impairments on the Error Bounds of Localization and Maximum Likelihood Estimation of mm-Wave MISO-OFDM Systems
- 1. Lakehead Univ, Elect & Comp Engn Dept, Thunder Bay P7B 5E1, ON, Canada
- 2. Nuh Naci Yazgan Univ, Dept Elect & Elect Engn, TR-38170 Kayseri, Turkiye
- 3. Konya Tech Univ, Dept Elect & Elect Engn, TR-42250 Konya, Turkiye
- 4. Erciyes Univ, Dept Elect & Elect Engn, TR-38280 Kayseri, Turkiye
Description
This work investigates the localization process in milimeter-wave ($mm$-Wave) multiple-input single-output (MISO) OFDM systems considering hardware impairments (HWIs) at both the base station (BS) and the mobile station (MS). The localization is performed on MS board by estimating the downlink channel parameters using a maximum likelihood (ML) estimator, and then transforming them to the localization parameters. Besides, the Fisher information matrix (FIM) is utilized to assess the accuracy of the estimation processes. The limits of the localization is calculated in terms of the position error bound (PEB). The obtained results of the computer simulations show the destructive impacts of the HWIs on the localization process with respect to the effective SNR, and the number of pilot transmissions, transmitter antennas and subcarriers.
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