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Electrical and Computer Engineering

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Electronic Thesis and Dissertation Repository

2020

Anomaly detection

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Novel Estimation And Detection Techniques For 5g Networks, Anas Saci Jun 2020

Novel Estimation And Detection Techniques For 5g Networks, Anas Saci

Electronic Thesis and Dissertation Repository

The thesis presents several detection and estimation techniques that can be incorporated into the fifth-generation (5G) networks. First, the thesis presents a novel system for orthogonal frequency division multiplexing (OFDM) to estimate the channel blindly. The system is based on modulating particular pairs of subcarriers using amplitude shift keying (ASK) and phase-shift keying (PSK) adjacent in the frequency domain, which enables the realization of a decision-directed (DD) one-shot blind channel estimator (OSBCE). The performance of the proposed estimator is evaluated in terms of the mean squared error (MSE), where an accurate analytical expression is derived and verified using Monte Carlo …