Fundamental Limit of OFDM Range Estimation in a Separable Multipath Environment |
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Authors: | Donglin Wang Michel Fattouche Fadhel Ghannouchi |
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Affiliation: | 1. Department of Electrical and Computer Engineering, University of Calgary, Calgary, AB, Canada, T2N 1N4
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Abstract: | In this paper, orthogonal frequency division multiplexing (OFDM) for time-based range estimation (TBRE) in a separable multipath
channel is investigated and analyzed with respect to its accuracy. First, the Cramer–Rao lower bound (CRLB) in a separable
multipath channel is theoretically derived, and indicates a similar expression to that for a single path channel. The CRLB
for non-data-bearing (NDB) OFDM transmission is compared to that for pseudo-noise (PN) transmission, demonstrating a large
performance gap in favor of the NDB OFDM. Furthermore, the maximum likelihood estimator (MLE) for TBRE in a separable multipath
channel is theoretically derived, also demonstrating a similar expression to that in a single path channel, except that several
peaks instead of one peak are expected in a separable multipath channel corresponding to all arrival paths. The MLE for TBRE
is then compared to the commonly used MLE for channel estimation, showing an equal performance in terms of mean square error
when using an NDB OFDM transmission. Simulation results demonstrate a good agreement with our proposed theory. |
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