Stochastic modeling and particle filtering algorithms for tracking a frequency-hopped signal
IEEE Transactions on Signal Processing
ML-based frequency estimation and synchronization of frequency hopping signals
IEEE Transactions on Signal Processing
Joint hop timing and frequency estimation for collision resolution in FH networks
IEEE Transactions on Wireless Communications
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In frequency hopping spread spectrum (FHSS) systems, twomajor problems are timing synchronization and frequency estimation. A blind estimation scheme is presented for estimating frequency and transition time without using reference signals. The scheme is robust in the sense that it can avoid the unbalanced sampling block problem that occurs in existing maximum likelihood-based schemes, which causes large errors in one of the estimates of frequency. The proposed scheme has a lower computational cost than the maximum likelihood-based greedy search method. The estimated parameters are also used for the subsequent time and frequency tracking. The simulation results demonstrate the efficacy of the proposed approach.